Last updated: June 5, 2026

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Medical imaging and radiology AI product directory

AI for radiology, cardiology imaging, pathology imaging, triage, detection, reporting, and care coordination around images.

Medical imaging scan with AI triage markers
What to verify: FDA or local regulatory status, intended use, modality, body region, validation setting, workflow integration, and monitoring.

Evaluation lens

Regulatory / FDAMatch FDA, CE, UKCA, or local authorization to the exact modality, anatomy, disease state, and intended use.
PrivacyVerify image routing, cloud processing, retention, access controls, DICOM metadata handling, and vendor security review.
EvidenceReview validation data for the deployment population, scanner types, prevalence, false positives, false negatives, and outcome evidence.
WorkflowDefine PACS/RIS/EHR integration, alert routing, radiologist review, escalation rules, and post-deployment monitoring.

Compare products in this category

Product Best fit First verification check Official sources
Aidoc Health systems deploying multiple imaging AI algorithms and governance workflows. FDA-cleared algorithms that match your exact modality and use case. 4 official sources
Viz.ai Teams that need rapid disease detection alerts and coordinated response pathways. Which algorithms are FDA-cleared for your use case. 4 official sources
Ferrum Health Organizations that need one governed integration layer for FDA-cleared, CE-marked, open-source, homegrown, or vendor AI models rather than one-off radiology deployments. Which models, service lines, PACS/RIS/EHR connections, deployment fabric, and governance modules are included in the scope. 4 official sources
Blackford Platform Health systems that want one governed infrastructure layer for radiology AI rather than point integrations for every algorithm. Which Blackford Platform functions and marketplace applications are in scope. 4 official sources
CARPL.ai Health systems that want a governed radiology AI orchestration layer with marketplace access, PACS integration, validation tooling, and model-by-model deployment oversight. Current FDA 510(k) status, CARPL software version, included viewer and workflow-management functions, geography, and whether the planned use matches the cleared intended use. 6 official sources
deepcOS Hospitals and imaging networks that want a governed platform layer for radiology AI evaluation, integration, security review, and multi-vendor scaling. Which deepcOS modules, AI marketplace applications, and clinical indications are included in the deployment. 3 official sources
Enlitic ENDEX Organizations with inconsistent DICOM descriptions, hanging-protocol friction, routing errors, archive-migration work, or research-data preparation needs across imaging systems. Which Enlitic modules are in scope: ENDEX data standardization, ENCOG de-identification, migration services, Ensight data management, or future analytics workflows. 4 official sources
Brainomix 360 Stroke Hospitals and regional stroke networks that need AI-assisted imaging triage, ASPECTS support, LVO/collateral assessment, and transfer coordination under specialist review. Which Brainomix 360 Stroke modules are in scope, such as e-ASPECTS, e-CTA, Triage Stroke, core-volume, e-MRI, or mobile notifications. 5 official sources
Avicenna.AI CINA-ASPECTS Stroke programs that need standardized ASPECTS support, region-level visualization, and radiologist or stroke-physician review within an acute stroke pathway. Whether CINA-ASPECTS clearance, software version, age limits, scanner manufacturers, and geography match the planned stroke workflow. 6 official sources
Qure.ai Organizations evaluating imaging AI for public health, lung cancer, TB, and emergency workflows. Product-specific clearance and local regulatory status. 4 official sources
Qure.ai qXR Organizations that need chest X-ray support for high-volume radiology, emergency, ICU, lung, TB, or public-health workflows with radiologist review. Which qXR module, finding set, software version, and geography are in scope for the planned chest X-ray workflow. 4 official sources
Oxipit ChestLink European radiology programs studying tightly governed autonomous normal-study reporting after retrospective and supervised validation. Whether ChestLink is available and authorized for the intended country, institution, CXR workflow, software version, and autonomous-reporting mode. 5 official sources
Rad AI Radiology groups that want reporting assistance, standardized language, and guideline insertion while keeping radiologists in the final-sign workflow. Whether Rad AI Reporting supports the modalities, templates, macros, consensus guidelines, hardware, and reporting styles used by the radiology group. 3 official sources
Rad AI Continuity Organizations that need to close the loop on radiology follow-up recommendations with EHR/RIS integration, audit trails, and human-supervised outreach. Which report types, incidental-finding categories, anatomy groups, consensus guidelines, and follow-up timeframes are detected and tracked. 3 official sources
Cleerly Cardiology and imaging teams using CCTA to quantify and track coronary plaque. Regulatory status and intended use in your country. 5 official sources
Elucid PlaqueIQ Cardiology and imaging teams evaluating quantitative CCTA plaque analysis for atherosclerosis risk assessment and treatment planning. FDA 510(k) indication, software version, and whether the intended coronary CTA workflow matches the clearance. 5 official sources
LumineticsCore Primary-care or diabetes-care settings that need point-of-care diabetic eye exam workflows with defined referral instructions. FDA De Novo authorization, indications for use, contraindications, and exact eligible patient population. 4 official sources
Eyenuk EyeArt Diabetes and primary-care workflows that need in-clinic diabetic eye screening with supported cameras, trained operators, referral rules, and clinician oversight. FDA 510(k) record, current EyeArt version, supported camera models, intended-use language, and eligible patient population. 5 official sources
AEYE-DS Clinics that want same-visit diabetic retinopathy screening with supported cameras, trained image capture, EHR reporting, and defined referral routing. Current FDA 510(k) record, supported camera model, software version, indication, contraindications, and adult diabetes eligibility rules. 4 official sources
RETINA-AI Galaxy Primary-care and payer workflows that need fast same-visit diabetic retinopathy screening across supported camera options. FDA-cleared indication, compatible cameras, contraindications, warnings, and patient eligibility before purchase. 3 official sources
RetInSight Fluid Monitor Retina clinics that need reproducible OCT fluid quantification and longitudinal visualization to support specialist-reviewed nAMD management. Current CE/MDR status, country availability, version, indication, OCT device compatibility, and whether U.S. clinical use is supported. 3 official sources
RetinAI Discovery Teams managing multimodal retinal imaging data, clinical studies, retina RWE datasets, or clinic workflows that need secure sharing and specialist-reviewed AI enrichment. Which Discovery product, AI module, disease area, and region are in scope for clinical use versus research use only. 5 official sources
RapidAI Hospitals evaluating stroke, vascular, aortic, hemorrhage, or other imaging workflows that need integrated alerts and care coordination. Which RapidAI module is in scope and whether its clearance matches the exact modality, anatomy, and intended use. 6 official sources
Heartflow Cardiology and imaging programs using CCTA to evaluate coronary artery disease and support treatment planning. Which Heartflow product is being used: FFRCT, Plaque Analysis, Roadmap Analysis, or another module. 6 official sources
Ultromics EchoGo Heart-failure and echo programs evaluating structured AI support for HFpEF workups in clinician-reviewed workflows. Whether the selected EchoGo Heart Failure version and 510(k) clearance match the intended echocardiography workflow. 4 official sources
Us2.ai Echo labs and cardiology programs that need reproducible measurement automation and structured reporting while preserving cardiologist interpretation. Which Us2.ai software version and market authorization apply to the planned echo workflow. 6 official sources
Gleamer BoneView Teams that need fracture-detection support for high-volume trauma X-rays while preserving radiologist or clinician interpretation. FDA K222176 intended use, covered anatomy, patient age limits, warnings, and region-specific availability. 4 official sources
iCAD ProFound AI Breast imaging programs comparing AI assistance for 2D mammography, digital breast tomosynthesis, case prioritization, and mammography workflow support. Which module is in scope: ProFound Detection, ProFound AI for DBT, density assessment, risk scoring, or another breast-health workflow. 4 official sources
GI Genius Endoscopy programs evaluating FDA-authorized AI-assisted colonoscopy for colorectal polyp detection while preserving physician interpretation and pathology workflows. FDA De Novo authorization, current labeling, software version, contraindications, prescription-use requirements, and geography-specific availability. 4 official sources
SKOUT GI programs comparing FDA-cleared computer-aided polyp detection tools for screening and surveillance colonoscopy with quality-measure monitoring. FDA 510(k) record, current labeling, intended adult screening or surveillance population, white-light requirement, and compatible SKOUT system components. 4 official sources
Fujifilm CAD EYE Endoscopy programs already evaluating or using Fujifilm ELUXEO infrastructure and comparing FDA-cleared AI detection support for colonoscopy. FDA 510(k) status for the exact CAD EYE or EW10-EC02 software version, intended use, compatible Fujifilm hardware, and current U.S. availability. 4 official sources
Olympus CADDIE Endoscopy programs with Olympus equipment that want to compare cloud-connected FDA-cleared CADe support against room-local colonoscopy AI systems. FDA 510(k) records such as K240044 or K252586, current U.S. labeling, standard white-light limitation, software version, and any hardware or OLYSENSE Hub dependencies. 6 official sources
MammoScreen Breast imaging programs comparing FDA-cleared and CE-marked mammography AI for detection support, priors, pre-check, and reporting workflow. Whether the exact MammoScreen version and module are cleared or available for the intended country, modality, and mammography system. 5 official sources
Kheiron Mia Screening programs evaluating AI as a governed support layer for double-reading capacity, quality assurance, and pathway efficiency. Which Mia module is in scope: Mia Triage, Mia Reader, Mia IQ, RSViP, or another local workflow. 5 official sources
ScreenPoint Transpara Breast screening programs comparing AI second-reader, case-scoring, density, and prior-comparison workflows for radiologist-reviewed mammography. Which Transpara module is in scope: Detection, Density, Temporal Comparison, or another breast AI workflow. 3 official sources
Koios DS Breast Breast ultrasound teams evaluating adjunctive CADx support while preserving trained physician interpretation and BI-RADS workflow responsibility. Whether Koios DS Breast, Koios DS, or another module/version matches the intended breast ultrasound workflow. 4 official sources
Subtle Medical Imaging teams evaluating AI image-enhancement and scan-time workflows rather than diagnostic detection or triage algorithms. Which tool is in scope: SubtleMR, SubtlePET, SubtleHD, SubtleSYNTH, SubtleALIGN, or an integrated partner workflow. 6 official sources
Lunit Organizations evaluating cancer-screening AI, mammography or chest X-ray support, and oncology research workflows that need product-specific regulatory review. Which module is in scope: INSIGHT MMG, INSIGHT DBT, INSIGHT CXR, SCOPE IO, SCOPE IHC, SCOPE GP, or a Volpara-derived workflow. 3 official sources
annalise.ai Radiology teams that need broad CXR or head CT finding coverage with region-specific regulatory and workflow review. Which product is being evaluated: Annalise Enterprise CXR, Enterprise CTB, Annalise Triage, Reporting, or a regional Harrison.ai-branded workflow. 4 official sources
CureMetrix Breast imaging programs evaluating suspicious-case prioritization for 2D screening mammography while keeping radiologists responsible for interpretation. Whether the exact CureMetrix module is cmTriage, cmAssist, or another breast-imaging workflow. 3 official sources
Hologic Genius AI Detection Breast imaging programs already standardized on Hologic 3D mammography that need product-specific FDA and workflow review for CAD support. Which version is being evaluated: Genius AI Detection, Genius AI Detection 2.0, CC-MLO Correlation, or another local package. 4 official sources
GE HealthCare Caption AI Organizations expanding point-of-care cardiac ultrasound access while keeping image acquisition, interpretation, and escalation under trained clinical oversight. Which GE ultrasound system, Caption Guidance feature, or Caption Interpretation AutoEF workflow is in scope. 4 official sources
Butterfly iQ3 Programs that need scalable POCUS workflows with training, credentialing, exam management, and AI-assisted acquisition or measurement under clinical governance. Which probe generation, software plan, AI feature, and clinical workflow is being deployed. 4 official sources
Sonio Detect Women's health teams that need real-time fetal ultrasound quality support while keeping acquisition, interpretation, reporting, and follow-up under qualified clinician governance. Which Sonio Detect version, Sonio Pro workflow, ultrasound manufacturer, country, and gestational-age range are in scope. 7 official sources
DeepHealth Breast Suite Breast imaging programs evaluating FDA-cleared mammography AI alongside worklist, density, risk, and operations modules while keeping interpreting physicians accountable for final reads. Which Breast Suite module is in scope: Saige-Dx, density assessment, safeguard review, risk assessment, viewer, breast ultrasound, or another DeepHealth component. 6 official sources
Pearl Second Opinion Dental teams evaluating chairside second-reader support and patient-facing visuals for radiographic findings. Which Pearl module is in scope: Second Opinion 2D, Second Opinion 3D, bone-level features, claims review, or another workflow. 5 official sources
Overjet Dental organizations comparing AI for caries detection, periodontal bone-level measurement, radiograph enhancement, and standardized clinical communication. Which product is being used: Vision AI, Dental Assist, Caries Assist, IRIS, image enhancement, payer review, voice, or insurance verification. 6 official sources
VideaAI Dental organizations that want radiographic AI, patient-facing visuals, and rollout support across multiple locations. Which Videa product is in scope: Clinical Assist, Patient View, Daily Dashboard, Voice Notes, Clean Claims, AutoVerify, or another platform module. 4 official sources
Denti.AI Dental organizations comparing radiograph AI and documentation automation in one workflow, especially where PMS integration and chairside patient education matter. Which module is in scope: Denti.AI Detect, Auto-Chart, Voice Perio, Scribe, Receptionist, Voice Assistant, or PMS integration. 6 official sources
Diagnocat Dental and oral-radiology teams that need CBCT-focused second-reader support and structured reports while keeping licensed clinicians accountable. Whether the deployment uses Diagnocat Viewer, Radiological Report, CBCT second read, 3D modeling, or another module. 6 official sources
DentalMonitoring Orthodontic teams that need structured remote monitoring, appointment optimization, and clinician-supervised alerts across aligner or braces workflows. Which product and region are in scope: DentalMonitoring, DM Intelligent Platform, ScanBoxpro, ScanAssist, SmartSTL, app workflow, or analytics. 5 official sources
DermaSensor Clinician-supervised primary-care or referral workflows that need objective support for suspicious melanoma, basal cell carcinoma, or squamous cell carcinoma lesions. FDA De Novo DEN230008, prescription-use limits, patient age, lesion exclusions, and whether the intended users match the cleared non-dermatologist physician workflow. 4 official sources
Skin Analytics DERM Governed dermatology services evaluating AI-enabled teledermatology triage with post-market surveillance and clinician-reviewed pathway design. Class III CE mark, MHRA status, U.S. investigational status, intended pathway, imaging requirements, and whether local use is autonomous triage or clinician-reviewed support. 4 official sources
FotoFinder Moleanalyzer pro Dermatology teams already using structured dermoscopy or FotoFinder imaging who want clinician-reviewed AI scoring and longitudinal lesion comparison. Which version, device, magnification, FotoFinder Hub account, online or offline AI score, heatmap, and second-opinion workflow are included. 3 official sources
DermEngine Dermatology programs that need secure image management and workflow tooling before or alongside diagnostic AI review. Which modules are included: DermEngine web platform, MoleScope capture, full-body imaging, visual image search, mole matching, evolution tracker, analytics, or referral network. 4 official sources
Swift Medical Organizations that need consistent wound documentation, photo-based monitoring, care coordination, and analytics across distributed care teams. Which Swift modules are being deployed: image capture, wound measurement, documentation, analytics, reimbursement support, or remote review. 3 official sources
Net Health Tissue Analytics Care teams that want standardized mobile wound assessments connected to wound documentation and enterprise analytics. Which imaging, measurement, classification, analytics, and EHR-interface capabilities are included in the contracted workflow. 2 official sources
eKare inSight Teams that need objective wound measurement and longitudinal photo documentation across wound clinics, post-acute care, research, or telehealth. Which inSight device, application, analytics, and research or clinical workflow are included. 4 official sources
Healthy.io Minuteful for Wound Distributed care teams that need consistent wound documentation and remote expert review without dedicated imaging hardware. Whether the U.S., EU, or local Minuteful for Wound service and app version matches the intended care setting. 3 official sources
MolecuLight Wound care teams that need adjunctive information about bacterial burden and wound measurements during clinician-reviewed wound assessment. Which device model, fluorescence, thermal, measurement, reimbursement, and EHR capabilities are included. 3 official sources
Spectral AI DeepView Burn-care organizations evaluating regulated predictive imaging for early burn wound healing assessment with specialist review. FDA De Novo DEN250028, indication, labeling, contraindications, user training, and commercial availability for the intended burn-care setting. 3 official sources
Radformation AutoContour Radiation oncology programs that need faster organ-at-risk contouring and can commission, review, edit, and monitor AI-generated structures before planning. Current FDA 510(k), local regulatory status, AutoContour version, supported CT/MR/CBCT inputs, structure library, and whether Limbus-derived features are included. 4 official sources
MIM Contour ProtegeAI Cancer centers already using MIM workflows or evaluating vendor-neutral auto-segmentation that can be commissioned inside radiation oncology QA processes. FDA clearance records, software version, supported structures, CT/MR scope, molecular radiotherapy features, and whether local deployment or cloud deployment is licensed. 4 official sources
Siemens Healthineers DirectORGANS Radiation therapy programs using Siemens CT simulation workflows that want contouring output closer to image acquisition and treatment-planning handoff. Current product availability, region, regulatory status, SOMATOM go.Sim or SmartSimulator requirements, supported cancer sites, and software version. 4 official sources
MVision Contour+ Radiation oncology programs that want guideline-based segmentation coverage across major anatomical sites and can commission local clinician-review workflows. Current FDA 510(k), CE or local regulatory status, Contour+ version, supported CT and MR models, structure library, and geography. 4 official sources
TheraPanacea Annotate Cancer centers evaluating broad whole-body contouring support and cloud-based radiotherapy workflow acceleration with formal clinician validation. Current FDA, CE, local regulatory status, ART-Plan module name, supported OAR, CTV, lymph-node, TumorBox, and modality scope. 4 official sources
Mirada DLCExpert Radiotherapy teams that want configurable AI contouring across head and neck, thorax, breast, prostate, and other OAR workflows with formal quality review. Current FDA, CE, UK, or local regulatory status, DLCExpert version, Workflow Box or RTx configuration, anatomy coverage, and modality scope. 4 official sources
RayStation Deep Learning Segmentation Cancer centers already using or evaluating RayStation that want AI segmentation tightly integrated with treatment planning and can commission site-specific review workflows. Current RayStation release, licensed machine-learning modules, FDA or local regulatory status, DLS model catalogue date, supported CT/MR scope, and market restrictions. 5 official sources
GE HealthCare Critical Care Suite Hospitals using compatible GE radiography workflows that want AI-enabled chest X-ray triage and quality-support signals close to acquisition before radiologist interpretation. Which Critical Care Suite version, X-ray device, PACS/workstation integration, geography, and FDA-cleared intended use are in scope. 3 official sources

Jump to this category on the comparison page

Screenshot of the official Aidoc product page
Medical imaging and radiology High

Aidoc

Clinical AI platform for radiology and enterprise imaging workflows.

Best for
Health systems deploying multiple imaging AI algorithms and governance workflows.
Verify
FDA-cleared algorithms that match your exact modality and use case.
Official sources
4 official sources
Screenshot of the official Viz.ai product page
Medical imaging and radiology High

Viz.ai

AI-powered care coordination platform with imaging-driven alerts across therapeutic areas.

Best for
Teams that need rapid disease detection alerts and coordinated response pathways.
Verify
Which algorithms are FDA-cleared for your use case.
Official sources
4 official sources
Screenshot of the official Ferrum Health product page
Medical imaging and radiology High

Ferrum Health

Clinical AI governance and deployment platform for health systems adopting multiple imaging or clinical AI models.

Best for
Organizations that need one governed integration layer for FDA-cleared, CE-marked, open-source, homegrown, or vendor AI models rather than one-off radiology deployments.
Verify
Which models, service lines, PACS/RIS/EHR connections, deployment fabric, and governance modules are included in the scope.
Official sources
4 official sources
Screenshot of the official Blackford Platform product page
Medical imaging and radiology High

Blackford Platform

Enterprise medical imaging AI platform for evaluating, deploying, routing, and monitoring multiple radiology AI applications.

Best for
Health systems that want one governed infrastructure layer for radiology AI rather than point integrations for every algorithm.
Verify
Which Blackford Platform functions and marketplace applications are in scope.
Official sources
4 official sources
Screenshot of the official CARPL.ai product page
Medical imaging and radiology High

CARPL.ai

FDA-cleared enterprise imaging AI platform and marketplace for accessing, validating, deploying, viewing, and monitoring radiology AI applications.

Best for
Health systems that want a governed radiology AI orchestration layer with marketplace access, PACS integration, validation tooling, and model-by-model deployment oversight.
Verify
Current FDA 510(k) status, CARPL software version, included viewer and workflow-management functions, geography, and whether the planned use matches the cleared intended use.
Official sources
6 official sources
Screenshot of the official deepcOS product page
Medical imaging and radiology High

deepcOS

Radiology AI operating system and marketplace platform for deploying, routing, evaluating, and monitoring multiple imaging AI applications.

Best for
Hospitals and imaging networks that want a governed platform layer for radiology AI evaluation, integration, security review, and multi-vendor scaling.
Verify
Which deepcOS modules, AI marketplace applications, and clinical indications are included in the deployment.
Official sources
3 official sources
Screenshot of the official Enlitic ENDEX product page
Medical imaging and radiology Medium to high

Enlitic ENDEX

AI-powered medical imaging data standardization product that normalizes study and series descriptions so imaging archives can route, display, bill, and support analytics more consistently.

Best for
Organizations with inconsistent DICOM descriptions, hanging-protocol friction, routing errors, archive-migration work, or research-data preparation needs across imaging systems.
Verify
Which Enlitic modules are in scope: ENDEX data standardization, ENCOG de-identification, migration services, Ensight data management, or future analytics workflows.
Official sources
4 official sources
Screenshot of the official Brainomix 360 Stroke product page
Medical imaging and radiology High

Brainomix 360 Stroke

Stroke imaging AI platform that supports real-time interpretation of brain scans and stroke-network coordination.

Best for
Hospitals and regional stroke networks that need AI-assisted imaging triage, ASPECTS support, LVO/collateral assessment, and transfer coordination under specialist review.
Verify
Which Brainomix 360 Stroke modules are in scope, such as e-ASPECTS, e-CTA, Triage Stroke, core-volume, e-MRI, or mobile notifications.
Official sources
5 official sources
Screenshot of the official Avicenna.AI CINA-ASPECTS product page
Medical imaging and radiology High

Avicenna.AI CINA-ASPECTS

FDA-cleared computer-aided diagnosis software from Avicenna.AI that calculates ASPECTS from non-contrast head CT and supports clinician assessment of acute ischemic stroke severity.

Best for
Stroke programs that need standardized ASPECTS support, region-level visualization, and radiologist or stroke-physician review within an acute stroke pathway.
Verify
Whether CINA-ASPECTS clearance, software version, age limits, scanner manufacturers, and geography match the planned stroke workflow.
Official sources
6 official sources
Screenshot of the official Qure.ai product page
Medical imaging and radiology High

Qure.ai

Medical imaging AI platform used for disease detection and care pathways.

Best for
Organizations evaluating imaging AI for public health, lung cancer, TB, and emergency workflows.
Verify
Product-specific clearance and local regulatory status.
Official sources
4 official sources
Screenshot of the official Qure.ai qXR product page
Medical imaging and radiology High

Qure.ai qXR

Chest X-ray AI product from Qure.ai for pre-read assistance, abnormality detection, overlays, reporting support, and triage-oriented CXR workflows.

Best for
Organizations that need chest X-ray support for high-volume radiology, emergency, ICU, lung, TB, or public-health workflows with radiologist review.
Verify
Which qXR module, finding set, software version, and geography are in scope for the planned chest X-ray workflow.
Official sources
4 official sources
Screenshot of the official Oxipit ChestLink product page
Medical imaging and radiology High

Oxipit ChestLink

CE Class IIb autonomous chest X-ray AI workflow positioned to identify normal studies and generate reports without radiologist review in selected markets.

Best for
European radiology programs studying tightly governed autonomous normal-study reporting after retrospective and supervised validation.
Verify
Whether ChestLink is available and authorized for the intended country, institution, CXR workflow, software version, and autonomous-reporting mode.
Official sources
5 official sources
Screenshot of the official Rad AI product page
Medical imaging and radiology Medium to high

Rad AI

Generative AI radiology reporting software for drafting findings-based reports, reducing repetitive dictation, and supporting radiologist-reviewed final reports.

Best for
Radiology groups that want reporting assistance, standardized language, and guideline insertion while keeping radiologists in the final-sign workflow.
Verify
Whether Rad AI Reporting supports the modalities, templates, macros, consensus guidelines, hardware, and reporting styles used by the radiology group.
Official sources
3 official sources
Screenshot of the official Rad AI Continuity product page
Medical imaging and radiology Medium to high

Rad AI Continuity

Radiology follow-up management product that identifies follow-up recommendations in reports, routes provider or patient communication, and tracks resolution through dashboards.

Best for
Organizations that need to close the loop on radiology follow-up recommendations with EHR/RIS integration, audit trails, and human-supervised outreach.
Verify
Which report types, incidental-finding categories, anatomy groups, consensus guidelines, and follow-up timeframes are detected and tracked.
Official sources
3 official sources
Screenshot of the official Cleerly product page
Medical imaging and radiology High

Cleerly

AI-enabled CCTA analysis platform for coronary plaque assessment and heart attack prevention workflows.

Best for
Cardiology and imaging teams using CCTA to quantify and track coronary plaque.
Verify
Regulatory status and intended use in your country.
Official sources
5 official sources
Screenshot of the official Elucid PlaqueIQ product page
Medical imaging and radiology High

Elucid PlaqueIQ

FDA-cleared non-invasive plaque analysis software for coronary CTA workflows that reports plaque composition and vessel-level findings.

Best for
Cardiology and imaging teams evaluating quantitative CCTA plaque analysis for atherosclerosis risk assessment and treatment planning.
Verify
FDA 510(k) indication, software version, and whether the intended coronary CTA workflow matches the clearance.
Official sources
5 official sources
Screenshot of the official LumineticsCore product page
Medical imaging and radiology High

LumineticsCore

FDA De Novo-cleared autonomous diagnostic AI for detecting more-than-mild diabetic retinopathy in eligible adults with diabetes.

Best for
Primary-care or diabetes-care settings that need point-of-care diabetic eye exam workflows with defined referral instructions.
Verify
FDA De Novo authorization, indications for use, contraindications, and exact eligible patient population.
Official sources
4 official sources
Screenshot of the official Eyenuk EyeArt product page
Medical imaging and radiology High

Eyenuk EyeArt

FDA-cleared autonomous diabetic retinopathy screening system that analyzes retinal images and returns patient-level and eye-level screening results.

Best for
Diabetes and primary-care workflows that need in-clinic diabetic eye screening with supported cameras, trained operators, referral rules, and clinician oversight.
Verify
FDA 510(k) record, current EyeArt version, supported camera models, intended-use language, and eligible patient population.
Official sources
5 official sources
Screenshot of the official AEYE-DS product page
Medical imaging and radiology High

AEYE-DS

FDA-cleared autonomous AI diagnostic screening system for more-than-mild diabetic retinopathy in eligible adults with diabetes.

Best for
Clinics that want same-visit diabetic retinopathy screening with supported cameras, trained image capture, EHR reporting, and defined referral routing.
Verify
Current FDA 510(k) record, supported camera model, software version, indication, contraindications, and adult diabetes eligibility rules.
Official sources
4 official sources
Screenshot of the official RETINA-AI Galaxy product page
Medical imaging and radiology High

RETINA-AI Galaxy

FDA-cleared autonomous diabetic retinopathy screening software for moderate-or-worse diabetic retinopathy using supported robotic fundus cameras.

Best for
Primary-care and payer workflows that need fast same-visit diabetic retinopathy screening across supported camera options.
Verify
FDA-cleared indication, compatible cameras, contraindications, warnings, and patient eligibility before purchase.
Official sources
3 official sources
Screenshot of the official RetInSight Fluid Monitor product page
Medical imaging and radiology High

RetInSight Fluid Monitor

CE-marked Class IIa clinical decision-support software that quantifies retinal fluid biomarkers in OCT scans for neovascular age-related macular degeneration monitoring.

Best for
Retina clinics that need reproducible OCT fluid quantification and longitudinal visualization to support specialist-reviewed nAMD management.
Verify
Current CE/MDR status, country availability, version, indication, OCT device compatibility, and whether U.S. clinical use is supported.
Official sources
3 official sources
Screenshot of the official RetinAI Discovery product page
Medical imaging and radiology Medium to high

RetinAI Discovery

Ophthalmology data and image-management platform with certified Discovery products and AI modules for retinal imaging workflows.

Best for
Teams managing multimodal retinal imaging data, clinical studies, retina RWE datasets, or clinic workflows that need secure sharing and specialist-reviewed AI enrichment.
Verify
Which Discovery product, AI module, disease area, and region are in scope for clinical use versus research use only.
Official sources
5 official sources
Screenshot of the official RapidAI product page
Medical imaging and radiology High

RapidAI

Enterprise imaging AI platform for acute and longitudinal clinical workflows, including FDA-cleared imaging modules.

Best for
Hospitals evaluating stroke, vascular, aortic, hemorrhage, or other imaging workflows that need integrated alerts and care coordination.
Verify
Which RapidAI module is in scope and whether its clearance matches the exact modality, anatomy, and intended use.
Official sources
6 official sources
Screenshot of the official Heartflow product page
Medical imaging and radiology High

Heartflow

Non-invasive AI heart-care platform for coronary CTA-derived anatomy, physiology, and plaque information.

Best for
Cardiology and imaging programs using CCTA to evaluate coronary artery disease and support treatment planning.
Verify
Which Heartflow product is being used: FFRCT, Plaque Analysis, Roadmap Analysis, or another module.
Official sources
6 official sources
Screenshot of the official Ultromics EchoGo product page
Medical imaging and radiology High

Ultromics EchoGo

FDA-cleared echocardiography AI that analyzes apical four-chamber clips to support detection of heart failure with preserved ejection fraction.

Best for
Heart-failure and echo programs evaluating structured AI support for HFpEF workups in clinician-reviewed workflows.
Verify
Whether the selected EchoGo Heart Failure version and 510(k) clearance match the intended echocardiography workflow.
Official sources
4 official sources
Screenshot of the official Us2.ai product page
Medical imaging and radiology High

Us2.ai

FDA-cleared AI echocardiography platform that automates measurements, disease-detection support, and structured reporting from DICOM echo studies.

Best for
Echo labs and cardiology programs that need reproducible measurement automation and structured reporting while preserving cardiologist interpretation.
Verify
Which Us2.ai software version and market authorization apply to the planned echo workflow.
Official sources
6 official sources
Screenshot of the official Gleamer BoneView product page
Medical imaging and radiology High

Gleamer BoneView

Radiology AI product for detecting and highlighting fractures on trauma X-rays inside clinician-reviewed reading workflows.

Best for
Teams that need fracture-detection support for high-volume trauma X-rays while preserving radiologist or clinician interpretation.
Verify
FDA K222176 intended use, covered anatomy, patient age limits, warnings, and region-specific availability.
Official sources
4 official sources
Screenshot of the official iCAD ProFound AI product page
Medical imaging and radiology High

iCAD ProFound AI

Breast health AI suite for mammography detection, scoring, density assessment, and risk-related workflows.

Best for
Breast imaging programs comparing AI assistance for 2D mammography, digital breast tomosynthesis, case prioritization, and mammography workflow support.
Verify
Which module is in scope: ProFound Detection, ProFound AI for DBT, density assessment, risk scoring, or another breast-health workflow.
Official sources
4 official sources
Screenshot of the official GI Genius product page
Medical imaging and radiology High

GI Genius

Medtronic endoscopy AI module that overlays real-time markers to help endoscopists detect colonic mucosal lesions during colonoscopy.

Best for
Endoscopy programs evaluating FDA-authorized AI-assisted colonoscopy for colorectal polyp detection while preserving physician interpretation and pathology workflows.
Verify
FDA De Novo authorization, current labeling, software version, contraindications, prescription-use requirements, and geography-specific availability.
Official sources
4 official sources
Screenshot of the official SKOUT product page
Medical imaging and radiology High

SKOUT

Iterative Health real-time polyp detection system that gives gastroenterologists computer-aided location information during colonoscopy.

Best for
GI programs comparing FDA-cleared computer-aided polyp detection tools for screening and surveillance colonoscopy with quality-measure monitoring.
Verify
FDA 510(k) record, current labeling, intended adult screening or surveillance population, white-light requirement, and compatible SKOUT system components.
Official sources
4 official sources
Screenshot of the official Fujifilm CAD EYE product page
Medical imaging and radiology High

Fujifilm CAD EYE

Fujifilm AI-powered endoscopic imaging technology that supports real-time colonic polyp detection in compatible endoscopy workflows.

Best for
Endoscopy programs already evaluating or using Fujifilm ELUXEO infrastructure and comparing FDA-cleared AI detection support for colonoscopy.
Verify
FDA 510(k) status for the exact CAD EYE or EW10-EC02 software version, intended use, compatible Fujifilm hardware, and current U.S. availability.
Official sources
4 official sources
Screenshot of the official Olympus CADDIE product page
Medical imaging and radiology High

Olympus CADDIE

Olympus cloud-based CADDIE medical device software that assists gastroenterologists with real-time suspected colorectal polyp detection during colonoscopy.

Best for
Endoscopy programs with Olympus equipment that want to compare cloud-connected FDA-cleared CADe support against room-local colonoscopy AI systems.
Verify
FDA 510(k) records such as K240044 or K252586, current U.S. labeling, standard white-light limitation, software version, and any hardware or OLYSENSE Hub dependencies.
Official sources
6 official sources
Screenshot of the official MammoScreen product page
Medical imaging and radiology High

MammoScreen

Therapixel breast-screening AI for 2D and 3D mammography that supports radiologist-reviewed suspicious-lesion scoring and workflow assistance.

Best for
Breast imaging programs comparing FDA-cleared and CE-marked mammography AI for detection support, priors, pre-check, and reporting workflow.
Verify
Whether the exact MammoScreen version and module are cleared or available for the intended country, modality, and mammography system.
Official sources
5 official sources
Screenshot of the official Kheiron Mia product page
Medical imaging and radiology High

Kheiron Mia

Kheiron's Mia platform supports breast-screening workflows, including Mia Triage for double-reader triage and Mia IQ for image-quality assurance.

Best for
Screening programs evaluating AI as a governed support layer for double-reading capacity, quality assurance, and pathway efficiency.
Verify
Which Mia module is in scope: Mia Triage, Mia Reader, Mia IQ, RSViP, or another local workflow.
Official sources
5 official sources
Screenshot of the official ScreenPoint Transpara product page
Medical imaging and radiology High

ScreenPoint Transpara

Breast AI suite for 2D mammography and digital breast tomosynthesis workflows, including detection and density support.

Best for
Breast screening programs comparing AI second-reader, case-scoring, density, and prior-comparison workflows for radiologist-reviewed mammography.
Verify
Which Transpara module is in scope: Detection, Density, Temporal Comparison, or another breast AI workflow.
Official sources
3 official sources
Screenshot of the official Koios DS Breast product page
Medical imaging and radiology High

Koios DS Breast

Smart ultrasound software that analyzes breast ultrasound images and supports physician risk assessment for suspicious lesions.

Best for
Breast ultrasound teams evaluating adjunctive CADx support while preserving trained physician interpretation and BI-RADS workflow responsibility.
Verify
Whether Koios DS Breast, Koios DS, or another module/version matches the intended breast ultrasound workflow.
Official sources
4 official sources
Screenshot of the official Subtle Medical product page
Medical imaging and radiology High

Subtle Medical

AI imaging software company focused on improving MRI and PET image quality and acquisition workflows.

Best for
Imaging teams evaluating AI image-enhancement and scan-time workflows rather than diagnostic detection or triage algorithms.
Verify
Which tool is in scope: SubtleMR, SubtlePET, SubtleHD, SubtleSYNTH, SubtleALIGN, or an integrated partner workflow.
Official sources
6 official sources
Screenshot of the official Lunit product page
Medical imaging and radiology High

Lunit

Cancer-focused medical AI company with imaging and precision-oncology products spanning Lunit INSIGHT and Lunit SCOPE workflows.

Best for
Organizations evaluating cancer-screening AI, mammography or chest X-ray support, and oncology research workflows that need product-specific regulatory review.
Verify
Which module is in scope: INSIGHT MMG, INSIGHT DBT, INSIGHT CXR, SCOPE IO, SCOPE IHC, SCOPE GP, or a Volpara-derived workflow.
Official sources
3 official sources
Screenshot of the official annalise.ai product page
Medical imaging and radiology High

annalise.ai

Radiology AI company offering Annalise Enterprise and Annalise Triage products for CXR and non-contrast head CT workflows.

Best for
Radiology teams that need broad CXR or head CT finding coverage with region-specific regulatory and workflow review.
Verify
Which product is being evaluated: Annalise Enterprise CXR, Enterprise CTB, Annalise Triage, Reporting, or a regional Harrison.ai-branded workflow.
Official sources
4 official sources
Screenshot of the official CureMetrix product page
Medical imaging and radiology High

CureMetrix

Mammography AI company with FDA-cleared cmTriage worklist-prioritization software and investigational or region-specific breast-screening tools.

Best for
Breast imaging programs evaluating suspicious-case prioritization for 2D screening mammography while keeping radiologists responsible for interpretation.
Verify
Whether the exact CureMetrix module is cmTriage, cmAssist, or another breast-imaging workflow.
Official sources
3 official sources
Screenshot of the official Hologic Genius AI Detection product page
Medical imaging and radiology High

Hologic Genius AI Detection

Breast tomosynthesis AI detection software from Hologic for highlighting suspicious lesions and supporting radiologist review.

Best for
Breast imaging programs already standardized on Hologic 3D mammography that need product-specific FDA and workflow review for CAD support.
Verify
Which version is being evaluated: Genius AI Detection, Genius AI Detection 2.0, CC-MLO Correlation, or another local package.
Official sources
4 official sources
Screenshot of the official GE HealthCare Caption AI product page
Medical imaging and radiology High

GE HealthCare Caption AI

AI-guided ultrasound software from GE HealthCare that helps clinicians acquire cardiac views and supports ultrasound measurements on compatible systems.

Best for
Organizations expanding point-of-care cardiac ultrasound access while keeping image acquisition, interpretation, and escalation under trained clinical oversight.
Verify
Which GE ultrasound system, Caption Guidance feature, or Caption Interpretation AutoEF workflow is in scope.
Official sources
4 official sources
Screenshot of the official Butterfly iQ3 product page
Medical imaging and radiology High

Butterfly iQ3

Handheld ultrasound platform with AI-supported workflows, including FDA-cleared iQ3 hardware and a cleared blind-sweep gestational-age AI tool.

Best for
Programs that need scalable POCUS workflows with training, credentialing, exam management, and AI-assisted acquisition or measurement under clinical governance.
Verify
Which probe generation, software plan, AI feature, and clinical workflow is being deployed.
Official sources
4 official sources
Screenshot of the official Sonio Detect product page
Medical imaging and radiology High

Sonio Detect

FDA-cleared prenatal ultrasound AI software that helps practitioners identify fetal views, structures, and quality criteria in real time during supported exams.

Best for
Women's health teams that need real-time fetal ultrasound quality support while keeping acquisition, interpretation, reporting, and follow-up under qualified clinician governance.
Verify
Which Sonio Detect version, Sonio Pro workflow, ultrasound manufacturer, country, and gestational-age range are in scope.
Official sources
7 official sources
Screenshot of the official DeepHealth Breast Suite product page
Medical imaging and radiology High

DeepHealth Breast Suite

Breast imaging AI suite from DeepHealth that includes Saige-Dx and related mammography workflow modules for AI-assisted screening interpretation and population-health operations.

Best for
Breast imaging programs evaluating FDA-cleared mammography AI alongside worklist, density, risk, and operations modules while keeping interpreting physicians accountable for final reads.
Verify
Which Breast Suite module is in scope: Saige-Dx, density assessment, safeguard review, risk assessment, viewer, breast ultrasound, or another DeepHealth component.
Official sources
6 official sources
Screenshot of the official Pearl Second Opinion product page
Medical imaging and radiology High

Pearl Second Opinion

Dental radiology AI platform for identifying and presenting findings in dental X-rays and CBCT workflows.

Best for
Dental teams evaluating chairside second-reader support and patient-facing visuals for radiographic findings.
Verify
Which Pearl module is in scope: Second Opinion 2D, Second Opinion 3D, bone-level features, claims review, or another workflow.
Official sources
5 official sources
Screenshot of the official Overjet product page
Medical imaging and radiology High

Overjet

Dental AI platform combining radiograph analysis, image enhancement, practice workflows, payer workflows, and patient communication.

Best for
Dental organizations comparing AI for caries detection, periodontal bone-level measurement, radiograph enhancement, and standardized clinical communication.
Verify
Which product is being used: Vision AI, Dental Assist, Caries Assist, IRIS, image enhancement, payer review, voice, or insurance verification.
Official sources
6 official sources
Screenshot of the official VideaAI product page
Medical imaging and radiology High

VideaAI

Dental AI platform with Clinical Assist for FDA-cleared radiographic findings plus practice workflow products.

Best for
Dental organizations that want radiographic AI, patient-facing visuals, and rollout support across multiple locations.
Verify
Which Videa product is in scope: Clinical Assist, Patient View, Daily Dashboard, Voice Notes, Clean Claims, AutoVerify, or another platform module.
Official sources
4 official sources
Screenshot of the official Denti.AI product page
Medical imaging and radiology High

Denti.AI

Dental AI platform combining FDA-cleared radiograph detection and auto-charting with voice perio, scribe, receptionist, and practice-management workflows.

Best for
Dental organizations comparing radiograph AI and documentation automation in one workflow, especially where PMS integration and chairside patient education matter.
Verify
Which module is in scope: Denti.AI Detect, Auto-Chart, Voice Perio, Scribe, Receptionist, Voice Assistant, or PMS integration.
Official sources
6 official sources
Screenshot of the official Diagnocat product page
Medical imaging and radiology High

Diagnocat

Dental CBCT AI and viewer platform for radiological reports, 3D visualization, and FDA-cleared second-read support for periapical radiolucency detection.

Best for
Dental and oral-radiology teams that need CBCT-focused second-reader support and structured reports while keeping licensed clinicians accountable.
Verify
Whether the deployment uses Diagnocat Viewer, Radiological Report, CBCT second read, 3D modeling, or another module.
Official sources
6 official sources
Screenshot of the official DentalMonitoring product page
Medical imaging and radiology High

DentalMonitoring

Remote orthodontic monitoring platform that uses smartphone scans and AI to help clinicians monitor treatment progress and patient adherence between visits.

Best for
Orthodontic teams that need structured remote monitoring, appointment optimization, and clinician-supervised alerts across aligner or braces workflows.
Verify
Which product and region are in scope: DentalMonitoring, DM Intelligent Platform, ScanBoxpro, ScanAssist, SmartSTL, app workflow, or analytics.
Official sources
5 official sources
Screenshot of the official DermaSensor product page
Medical imaging and radiology High

DermaSensor

FDA De Novo-cleared handheld device that uses AI-enabled elastic scattering spectroscopy to help trained physicians evaluate suspicious skin lesions.

Best for
Clinician-supervised primary-care or referral workflows that need objective support for suspicious melanoma, basal cell carcinoma, or squamous cell carcinoma lesions.
Verify
FDA De Novo DEN230008, prescription-use limits, patient age, lesion exclusions, and whether the intended users match the cleared non-dermatologist physician workflow.
Official sources
4 official sources
Screenshot of the official Skin Analytics DERM product page
Medical imaging and radiology High

Skin Analytics DERM

Class III CE-marked dermatology AI medical device used in UK skin cancer pathways to assess dermoscopic lesion images and support triage.

Best for
Governed dermatology services evaluating AI-enabled teledermatology triage with post-market surveillance and clinician-reviewed pathway design.
Verify
Class III CE mark, MHRA status, U.S. investigational status, intended pathway, imaging requirements, and whether local use is autonomous triage or clinician-reviewed support.
Official sources
4 official sources
Screenshot of the official FotoFinder Moleanalyzer pro product page
Medical imaging and radiology High

FotoFinder Moleanalyzer pro

Dermoscopy software that supports melanocytic and non-melanocytic lesion assessment with image comparison, AI score, heatmap, and expert second-opinion options.

Best for
Dermatology teams already using structured dermoscopy or FotoFinder imaging who want clinician-reviewed AI scoring and longitudinal lesion comparison.
Verify
Which version, device, magnification, FotoFinder Hub account, online or offline AI score, heatmap, and second-opinion workflow are included.
Official sources
3 official sources
Screenshot of the official DermEngine product page
Medical imaging and radiology Medium to high

DermEngine

AI-powered dermatology imaging platform for skin, hair, and nail image management, analytics, mole matching, visual search, and remote collaboration.

Best for
Dermatology programs that need secure image management and workflow tooling before or alongside diagnostic AI review.
Verify
Which modules are included: DermEngine web platform, MoleScope capture, full-body imaging, visual image search, mole matching, evolution tracker, analytics, or referral network.
Official sources
4 official sources
Screenshot of the official Swift Medical product page
Medical imaging and radiology High

Swift Medical

Digital wound care platform that uses calibrated wound images, AI-supported analysis, workflow software, and analytics to standardize wound assessment and documentation.

Best for
Organizations that need consistent wound documentation, photo-based monitoring, care coordination, and analytics across distributed care teams.
Verify
Which Swift modules are being deployed: image capture, wound measurement, documentation, analytics, reimbursement support, or remote review.
Official sources
3 official sources
Screenshot of the official Net Health Tissue Analytics product page
Medical imaging and radiology High

Net Health Tissue Analytics

Mobile wound imaging platform from Net Health that uses machine learning and computer vision for wound segmentation, measurement, classification, and wound-care analytics.

Best for
Care teams that want standardized mobile wound assessments connected to wound documentation and enterprise analytics.
Verify
Which imaging, measurement, classification, analytics, and EHR-interface capabilities are included in the contracted workflow.
Official sources
2 official sources
Screenshot of the official eKare inSight product page
Medical imaging and radiology High

eKare inSight

AI-powered wound management platform that supports 3D wound imaging, measurement, tissue analysis, documentation, and wound-care analytics.

Best for
Teams that need objective wound measurement and longitudinal photo documentation across wound clinics, post-acute care, research, or telehealth.
Verify
Which inSight device, application, analytics, and research or clinical workflow are included.
Official sources
4 official sources
Screenshot of the official Healthy.io Minuteful for Wound product page
Medical imaging and radiology High

Healthy.io Minuteful for Wound

FDA-registered digital wound management service that uses smartphone scans and calibration stickers for wound imaging, measurement, tissue documentation, and monitoring.

Best for
Distributed care teams that need consistent wound documentation and remote expert review without dedicated imaging hardware.
Verify
Whether the U.S., EU, or local Minuteful for Wound service and app version matches the intended care setting.
Official sources
3 official sources
Screenshot of the official MolecuLight product page
Medical imaging and radiology High

MolecuLight

FDA-cleared point-of-care fluorescence wound imaging device platform that helps clinicians visualize bacterial fluorescence and measure wounds.

Best for
Wound care teams that need adjunctive information about bacterial burden and wound measurements during clinician-reviewed wound assessment.
Verify
Which device model, fluorescence, thermal, measurement, reimbursement, and EHR capabilities are included.
Official sources
3 official sources
Screenshot of the official Spectral AI DeepView product page
Medical imaging and radiology High

Spectral AI DeepView

AI-enabled multispectral imaging system for burn wound assessment that received FDA De Novo classification for the DeepView AI System in May 2026.

Best for
Burn-care organizations evaluating regulated predictive imaging for early burn wound healing assessment with specialist review.
Verify
FDA De Novo DEN250028, indication, labeling, contraindications, user training, and commercial availability for the intended burn-care setting.
Official sources
3 official sources
Screenshot of the official Radformation AutoContour product page
Medical imaging and radiology High

Radformation AutoContour

AI auto-contouring software for radiation therapy workflows that generates guideline-oriented structures for clinician review before treatment planning.

Best for
Radiation oncology programs that need faster organ-at-risk contouring and can commission, review, edit, and monitor AI-generated structures before planning.
Verify
Current FDA 510(k), local regulatory status, AutoContour version, supported CT/MR/CBCT inputs, structure library, and whether Limbus-derived features are included.
Official sources
4 official sources
Screenshot of the official MIM Contour ProtegeAI product page
Medical imaging and radiology High

MIM Contour ProtegeAI

MIM auto-contouring software that uses machine learning to generate anatomical contours for trained clinical users to review and edit.

Best for
Cancer centers already using MIM workflows or evaluating vendor-neutral auto-segmentation that can be commissioned inside radiation oncology QA processes.
Verify
FDA clearance records, software version, supported structures, CT/MR scope, molecular radiotherapy features, and whether local deployment or cloud deployment is licensed.
Official sources
4 official sources
Screenshot of the official Siemens Healthineers DirectORGANS product page
Medical imaging and radiology High

Siemens Healthineers DirectORGANS

AI-based autocontouring workflow from Siemens Healthineers that generates organ-at-risk contours as part of the CT simulation process.

Best for
Radiation therapy programs using Siemens CT simulation workflows that want contouring output closer to image acquisition and treatment-planning handoff.
Verify
Current product availability, region, regulatory status, SOMATOM go.Sim or SmartSimulator requirements, supported cancer sites, and software version.
Official sources
4 official sources
Screenshot of the official MVision Contour+ product page
Medical imaging and radiology High

MVision Contour+

Radiotherapy auto-contouring software that generates CT and MR segmentation templates for trained clinicians to review, edit, and approve.

Best for
Radiation oncology programs that want guideline-based segmentation coverage across major anatomical sites and can commission local clinician-review workflows.
Verify
Current FDA 510(k), CE or local regulatory status, Contour+ version, supported CT and MR models, structure library, and geography.
Official sources
4 official sources
Screenshot of the official TheraPanacea Annotate product page
Medical imaging and radiology High

TheraPanacea Annotate

AI contouring module in TheraPanacea's ART-Plan environment for rapid organ-at-risk and lymph-node delineation before clinical review.

Best for
Cancer centers evaluating broad whole-body contouring support and cloud-based radiotherapy workflow acceleration with formal clinician validation.
Verify
Current FDA, CE, local regulatory status, ART-Plan module name, supported OAR, CTV, lymph-node, TumorBox, and modality scope.
Official sources
4 official sources
Screenshot of the official Mirada DLCExpert product page
Medical imaging and radiology High

Mirada DLCExpert

Deep-learning autocontouring software from Mirada Medical for radiotherapy treatment-planning workflows and clinician-reviewed organ-at-risk contours.

Best for
Radiotherapy teams that want configurable AI contouring across head and neck, thorax, breast, prostate, and other OAR workflows with formal quality review.
Verify
Current FDA, CE, UK, or local regulatory status, DLCExpert version, Workflow Box or RTx configuration, anatomy coverage, and modality scope.
Official sources
4 official sources
Screenshot of the official RayStation Deep Learning Segmentation product page
Medical imaging and radiology High

RayStation Deep Learning Segmentation

RaySearch RayStation module that uses deep-learning segmentation models to generate radiation therapy contours inside the treatment-planning environment.

Best for
Cancer centers already using or evaluating RayStation that want AI segmentation tightly integrated with treatment planning and can commission site-specific review workflows.
Verify
Current RayStation release, licensed machine-learning modules, FDA or local regulatory status, DLS model catalogue date, supported CT/MR scope, and market restrictions.
Official sources
5 official sources
Screenshot of the official GE HealthCare Critical Care Suite product page
Medical imaging and radiology High

GE HealthCare Critical Care Suite

GE HealthCare X-ray AI suite that runs around image acquisition to flag suspected pneumothorax cases, support image-quality checks, and measure ET tube position for clinician review.

Best for
Hospitals using compatible GE radiography workflows that want AI-enabled chest X-ray triage and quality-support signals close to acquisition before radiologist interpretation.
Verify
Which Critical Care Suite version, X-ray device, PACS/workstation integration, geography, and FDA-cleared intended use are in scope.
Official sources
3 official sources

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