IMG-001Requirement Match Review
USG Cardio-Echo
300 echocardiography studies: 200 pathology and 100 normal; coverage includes EF, valves, wall motion, hypertrophy and congenital findings.
Data typeCardiac & Ultrasound
ClassificationSource-represented real-world
Availability300 Studies
FormatEchocardiography studies
IMG-002Available for Evaluation
CCTA
Coronary CT angiography collection with 10,000 abnormal CCTA studies represented.
Data typeCardiac & CT
ClassificationSource-represented real-world
Availability10,000 Studies
FormatAbnormal CCTA studies
IMG-003Requirement Match Review
PTCA / Cath Lab / Angioplasty
Interventional cardiology collection covering PTCA / cath-lab / angioplasty, with 15,000 abnormal studies represented.
Data typeCardiac & Procedure
ClassificationSource-represented real-world
Availability15,000 Studies
FormatAbnormal procedure studies
IMG-004Requirement Match Review
PET-CT
PET-CT imaging collection.
Data typePET & Oncology
ClassificationSource-represented real-world
Availability100,000 · unit to confirm
FormatImaging records
IMG-005Requirement Match Review
Oncology X-ray, CT and MR
Mixed-modality oncology imaging collection.
Data typeMixed Imaging
ClassificationSource-represented real-world
Availability200,000 · unit to confirm
FormatImaging records
IMG-007Requirement Match Review
MRI Brain - Plain / Contrast
Plain and contrast brain MRI.
Data typeMRI
ClassificationSource-represented real-world
Availability200,000 · unit to confirm
FormatImaging records
IMG-008Requirement Match Review
MRI Pelvis
Pelvic MRI collection.
Data typeMRI
ClassificationSource-represented real-world
Availability50,000 · unit to confirm
FormatImaging records
IMG-009Requirement Match Review
MRI Brain Angiography
Brain MR angiography collection.
Data typeMRI
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-010Requirement Match Review
MRI Cervical Spine
Cervical spine MRI collection.
Data typeMRI
ClassificationSource-represented real-world
Availability50,000 · unit to confirm
FormatImaging records
IMG-011Requirement Match Review
MRI Lumbar Spine
Lumbar spine MRI collection.
Data typeMRI
ClassificationSource-represented real-world
Availability75,000 · unit to confirm
FormatImaging records
IMG-012Requirement Match Review
MRI Prostate
Prostate MRI collection.
Data typeMRI
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-013Available for Evaluation
MRI Breast
Breast MRI collection with 10,000 studies represented; evaluation sample available.
Data typeMRI
ClassificationSource-represented real-world
Availability10,000 Studies
FormatMRI studies
IMG-014Requirement Match Review
MRI Orbit
Orbital MRI collection.
Data typeMRI
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-015Requirement Match Review
MRI Knee
Knee MRI collection.
Data typeMRI
ClassificationSource-represented real-world
Availability75,000 · unit to confirm
FormatImaging records
IMG-016Requirement Match Review
MRI Shoulder
Shoulder MRI collection.
Data typeMRI
ClassificationSource-represented real-world
Availability50,000 · unit to confirm
FormatImaging records
IMG-017Requirement Match Review
MRI Fistula
Fistula MRI collection.
Data typeMRI
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-006Requirement Match Review
CT Brain
CT brain imaging collection.
Data typeCT
ClassificationSource-represented real-world
Availability1,000,000 · unit to confirm
FormatImaging records
IMG-018Requirement Match Review
CT Brain - Plain / Contrast
Plain and contrast CT brain collection.
Data typeCT
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-019Requirement Match Review
CT Cervical Spine
Cervical spine CT collection.
Data typeCT
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-020Requirement Match Review
CT Lumbar Spine
Lumbar spine CT collection.
Data typeCT
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-021Requirement Match Review
CT Abdomen and Pelvis
Abdominal and pelvic CT collection.
Data typeCT
ClassificationSource-represented real-world
Availability800,000 · unit to confirm
FormatImaging records
IMG-022Requirement Match Review
CT Pelvis
Pelvic CT collection.
Data typeCT
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-023Requirement Match Review
CT Pulmonary Angiography
CT pulmonary angiography collection.
Data typeCT
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-024Requirement Match Review
CT Triple Phase
Triple-phase CT collection.
Data typeCT
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-025Requirement Match Review
CT PNS
Paranasal sinus CT collection.
Data typeCT
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-026Requirement Match Review
CT Chest with Contrast
Contrast-enhanced chest CT collection.
Data typeCT
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-027Requirement Match Review
CT HRCT
High-resolution chest CT collection.
Data typeCT
ClassificationSource-represented real-world
Availability10,000 · unit to confirm
FormatImaging records
IMG-028Requirement Match Review
Chest X-ray
Chest radiography collection.
Data typeX-ray & Mammography
ClassificationSource-represented real-world
Availability1,000,000 · unit to confirm
FormatImaging records
IMG-029Requirement Match Review
Cervical Spine X-ray
Cervical spine radiography collection.
Data typeX-ray & Mammography
ClassificationSource-represented real-world
Availability1,000,000 · unit to confirm
FormatImaging records
IMG-030Requirement Match Review
Lumbar Spine X-ray
Lumbar spine radiography collection.
Data typeX-ray & Mammography
ClassificationSource-represented real-world
Availability1,000,000 · unit to confirm
FormatImaging records
IMG-031Requirement Match Review
Abdomen and Pelvis X-ray
Abdominal and pelvic radiography collection.
Data typeX-ray & Mammography
ClassificationSource-represented real-world
Availability1,000,000 · unit to confirm
FormatImaging records
IMG-032Requirement Match Review
Knee X-ray
Knee radiography collection.
Data typeX-ray & Mammography
ClassificationSource-represented real-world
Availability1,000,000 · unit to confirm
FormatImaging records
IMG-033Requirement Match Review
Pelvis with Both Hips X-ray
Pelvis and bilateral hip radiography collection.
Data typeX-ray & Mammography
ClassificationSource-represented real-world
Availability1,000,000 · unit to confirm
FormatImaging records
IMG-034Requirement Match Review
Mammography X-ray
Mammography imaging collection.
Data typeX-ray & Mammography
ClassificationSource-represented real-world
Availability1,000,000 · unit to confirm
FormatImaging records
DATA-001Requirement Match Review
Structured Radiology Reports
Structured radiology report collection for report understanding, structuring, classification and research workflows.
Data typeRadiology Reports
ClassificationSource-represented real-world
Availability135,807 reports
FormatStructured reports
DATA-002Requirement Match Review
Multimodal Imaging Studies
Mixed-modality medical imaging collection.
Data typeMultimodal Imaging
ClassificationSource-represented real-world
Availability17,000+ studies
FormatMedical imaging files
DATA-003Requirement Match Review
Structured Pathology Profiles
Structured pathology-oriented profiles; does not represent whole-slide pathology images or spatial-omics data.
Data typePathology
ClassificationSource-represented real-world
Availability37,000+ profiles
FormatStructured profiles
DATA-004Requirement Match Review
Specialty Clinical Cases
Structured clinical case collection spanning multiple specialties. Longitudinal depth: case-based.
Data typeClinical Cases
ClassificationSource-represented real-world
Availability59,682 cases
FormatStructured clinical cases
DATA-005Available for Evaluation
India Longitudinal Patient Records
Approx. 5 years of longitudinal history with an average of 2–3 OPD/IPD interactions per year. Represented fields include demographics, encounter date, OPD/IPD, diagnosis, complaints, prescriptions, clinical notes, follow-up date and lab results.
Data typeLongitudinal EHR/EMR
ClassificationSource-represented real-world
Availability100,000 to 2,000,000 patients
FormatJSON
DATA-006Available for Evaluation
USA Longitudinal Patient Records
USA longitudinal patient-record packages with 2+ years of history; PDF delivery.
Data typeLongitudinal EHR/EMR
ClassificationSource-represented real-world
AvailabilityScalable; final volume confirmed by scope Patients
FormatPDF
DATA-007Available for Evaluation
USA Brain MRI + Longitudinal Data
Brain MRI and longitudinal clinical information linked at the same-patient level.
Data typeImaging + Clinical
ClassificationSource-represented real-world
AvailabilityFinal volume confirmed by scope Patient-linked records
FormatDICOM + clinical records
DATA-008Available for Evaluation
Linked Imaging Studies + Longitudinal EMR
Patient-linked imaging, radiology reports and longitudinal EMR; DICOM + EMR delivery represented.
Data typeImaging + EMR
ClassificationSource-represented real-world
AvailabilityUp to 10,000 records Patient-linked records
FormatDICOM + longitudinal EMR
DATA-013Available for Evaluation
Oncology Clinical + Pathology + Imaging Dataset
Same-patient lung adenocarcinoma evaluation case with clinical history, pathology confirmation, treatment/follow-up information and chest CT image exports.
Data typeClinical + Pathology + Imaging
ClassificationSource-represented real-world
AvailabilityTo be confirmed Patients / cases
FormatClinical data + pathology report + chest CT image exports; original imaging format to be confirmed
DATA-014Available for Evaluation
Arthritis Joint Imaging – Knee MRI and X-ray Samples
Two knee MRI samples and two knee X-ray samples are available. Intended scope includes matched CT/MRI for elbow, shoulder and hip, and matched XR/CT/MRI for knee; matching and CT coverage are not yet confirmed.
Data typeMusculoskeletal
ClassificationSource-represented real-world
Availability4 sample studies
FormatMRI in NIfTI (.nii) + knee X-ray in DICOM (.dcm)
DATA-009Available for Evaluation
Dental Panoramic X-rays
Panoramic dental X-ray collection.
Data typeDental
ClassificationSource-represented real-world
Availability10,000 images
FormatJPEG
DATA-010Requirement Match Review
Endoscopy / Surgery Videos
Endoscopy and surgical procedure video collection; 100 videos represented as available.
Data typeProcedure Video
ClassificationSource-represented real-world
Availability100 videos
FormatVideo
DATA-011Available for Evaluation
CCTA-FFR
CCTA-FFR studies with imaging, fractional-flow-reserve outputs and corresponding report.
Data typeCardiovascular
ClassificationSource-represented real-world
AvailabilityFinal volume confirmed by scope Studies
FormatCCTA + FFR outputs + report
AUD-001Available for Evaluation
UK English Conversational Audio
A doctor–patient conversation sample has been reviewed. The reviewed 2-channel sample is effectively dual-mono.
Data typeUK English
ClassificationSource-represented real-world
Availability1,000 hours
FormatWAV | 48 kHz | 16-bit | 2-channel PCM (pcm_s16le)
AUD-002Available for Evaluation
US English Conversational Audio
US English audio files with a JSON metadata file represented for each audio file.
Data typeUS English
ClassificationSource-represented real-world
AvailabilityTo be confirmed Hours
FormatAudio files + per-file JSON metadata
DATA-012Product Materials Available
PARKINSON-LONG-100K
Longitudinal Parkinson’s dataset comprising 100,000 synthetic patient journeys.
Data typeNeurology / Parkinson’s
ClassificationSynthetic
Availability100,000 patient journeys
FormatStructured synthetic dataset
AMS-SYN-HC-001Commercial Product
Synthetic Patient Population
Synthetic patient-population product designed for healthcare analytics, modeling and pipeline development without real patient records.
Data typePopulation Health
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatSynthetic population records
AMS-SYN-HC-002Commercial Product
Synthetic EHR / FHIR Dataset
Synthetic longitudinal EHR data combining encounter-level records with FHIR R4 resources and standard clinical coding structures.
Data typeEHR & Interoperability
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatEncounter-level tables + FHIR R4 bundles
AMS-SYN-HC-003Commercial Product
Synthetic Clinical Trial Dataset
Synthetic clinical-trial product covering continuous, binary and time-to-event endpoint structures for method development and data-engineering workflows.
Data typeClinical Trials
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured trial records
AMS-SYN-HC-004Commercial Product
Synthetic Disease Progression Dataset
Synthetic longitudinal disease-progression data for model development, survival analysis and outcome-oriented evaluation.
Data typeLongitudinal Outcomes
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatLongitudinal structured records
AMS-SYN-HC-005Commercial Product
Synthetic Hospital Admission Dataset
Synthetic hospital-admission product combining patient-level admission records with operational bed-utilization context.
Data typeHospital Operations
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatAdmission records + unit utilization
AMS-SYN-HC-006Commercial Product
Synthetic Medical Imaging Metadata & Reports
Synthetic medical-imaging metadata, COCO-style annotations, DICOM-tag fields and structured radiology reports across multiple modalities. No pixel data is represented in this product.
Data typeMedical Imaging
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStudy metadata + annotations + structured reports
AMS-SYN-HC-007Commercial Product
Synthetic Drug Response Dataset
Synthetic patient-treatment data designed for drug-response, pharmacogenomic and pharmacokinetic modeling workflows.
Data typePharmacology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured patient-treatment records
AMS-SYN-HC-008Commercial Product
Synthetic Healthcare Claims Dataset
Synthetic healthcare-claims product for reimbursement analytics, payer workflows and controlled model-development use cases.
Data typeClaims & Reimbursement
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatClaims-oriented structured records
AMS-SYN-HC-009Commercial Product
Synthetic Continuous Vital Sign Monitoring
Synthetic continuous vital-sign and alarm data for ICU/monitoring analytics and time-series model-development workflows.
Data typeICU & Monitoring
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatTime-series vital-sign episodes + alarms
AMS-SYN-HC-010Commercial Product
Synthetic Hospital Resource Usage Dataset
Synthetic hospital-resource utilization data for operational modeling, forecasting and workflow evaluation.
Data typeHospital Operations
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured resource-utilization data
AMS-SYN-ONC-001Commercial Product
Breast Cancer Synthetic Cohort
Fully synthetic oncology data product focused on breast cancer for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-002Commercial Product
Lung Cancer Synthetic Cohort
Fully synthetic oncology data product focused on lung cancer for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-003Commercial Product
Prostate Cancer Synthetic Cohort
Fully synthetic oncology data product focused on prostate cancer for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-004Commercial Product
Colorectal Cancer Synthetic Cohort
Fully synthetic oncology data product focused on colorectal cancer for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-005Commercial Product
Pancreatic Cancer Synthetic Cohort
Fully synthetic oncology data product focused on pancreatic cancer for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-006Commercial Product
Liver / HCC Synthetic Cohort
Fully synthetic oncology data product focused on liver / hcc for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-007Commercial Product
Leukemia Synthetic Cohort
Fully synthetic oncology data product focused on leukemia for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-008Commercial Product
Lymphoma Synthetic Cohort
Fully synthetic oncology data product focused on lymphoma for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-009Commercial Product
Melanoma Synthetic Cohort
Fully synthetic oncology data product focused on melanoma for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-010Commercial Product
Ovarian Cancer Synthetic Cohort
Fully synthetic oncology data product focused on ovarian cancer for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-011Commercial Product
Multi-Cancer Tumor Progression Dataset
Fully synthetic oncology data product focused on multi-cancer tumor progression for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-012Commercial Product
Chemotherapy Response Dataset
Fully synthetic oncology data product focused on chemotherapy response for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-013Commercial Product
Immunotherapy / Checkpoint Inhibitor Response Dataset
Fully synthetic oncology data product focused on immunotherapy / checkpoint inhibitor response for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-ONC-014Commercial Product
Metastatic Cancer Synthetic Cohort
Fully synthetic oncology data product focused on metastatic cancer for model development, analytics, evaluation and controlled research workflows.
Data typeHealthcare · Oncology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured tabular / longitudinal fields as applicable
AMS-SYN-CAR-001Commercial Product
Stroke Risk Prediction Synthetic Cohort
Fully synthetic cohort spanning cardiovascular risk factors, atrial-fibrillation phenotyping, vascular/cardiac/neuroimaging fields, validated risk-score structures and outcome variables.
Data typeCardiology / Neurology
ClassificationSynthetic
AvailabilityCommercial product · evaluation scope on request
FormatStructured cohort with cardiovascular risk, biomarker, imaging, score and outcome fields
