Dataset Category

Medical Imaging Datasets for Healthcare AI

DICOM, NIfTI, and preprocessed medical images for radiology AI, pathology, and clinical decision support. Anonymized, HIPAA-declarable, quality-verified.

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HIPAA Declared GDPR Safe IRB Approved PII Scanned Compliance badges verified on every listing

Medical Imaging Tasks Covered

Training data for every stage of the clinical AI pipeline — from screening to diagnosis to treatment planning.

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MRI & Brain Imaging

T1/T2-weighted MRI volumes with tumor segmentation, white matter lesion masks, and cortical parcellation labels.

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CT Scans

Chest, abdominal, and full-body CT datasets with organ segmentation, nodule detection, and pneumonia classification labels.

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Pathology Slides

Whole-slide images and tissue patches for cancer grading, cell detection, and histopathology classification.

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X-Ray & Radiology

Chest X-ray datasets with disease classification labels (pneumonia, COVID-19, fractures) and bounding box annotations.

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Fundus & Ophthalmic

Retinal fundus photographs with diabetic retinopathy grading, optic disc segmentation, and vessel annotations.

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Ultrasound

Cardiac, obstetric, and abdominal ultrasound images with anatomical structure segmentation and measurement annotations.

Frequently Asked Questions

Sellers self-declare HIPAA compliance, and LabelSets runs automated GPS metadata removal and PII scanning on every upload. Datasets with HIPAA declarations display a badge. Buyers should verify compliance documentation for their specific regulatory context.
DICOM (.dcm) and NIfTI (.nii, .nii.gz) are natively supported with format validation. Sellers can also upload preprocessed PNG/JPEG slices with annotation JSON files for lighter-weight datasets.
Yes. Any organization or individual with proper data rights can list datasets. LabelSets supports IRB approval and GDPR compliance badges to help institutions demonstrate proper consent and data governance to buyers.
All uploads are automatically scanned for GPS metadata in EXIF data (which is stripped), and our PII detection flags datasets containing identifiable text. Sellers are contractually required to de-identify all patient data before uploading.

Advance healthcare AI with better training data.

Browse verified medical imaging datasets — or help the field by listing your anonymized data.

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