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Medical Image Classification datasets

archive 2025-07-28

19 datasets carry the task tag "Medical Image Classification" (the task itself: Medical Image Classification), ordered by the archive's paper count. Page 1 of 1: 19 shown of 19. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Medical Image Classification 19

Medical Image Classification datasets 1–19 of 19

ImageNet
The ImageNet dataset contains 14,197,122 annotated images according to the WordNet hierarchy.
ImagesImage ClassificationClassificationImage GenerationZero-Shot LearningVisual Question Answering (VQA)Few-Shot Image Classification+37 tasks
15,430 papers · 52 benchmarks
OASIS (Open Annotations of Single Image Surfaces)
A dataset for single-image 3D in the wild consisting of annotations of detailed 3D geometry for 140,000 images.
Images3DGraph ClassificationDepth EstimationMedical Image ClassificationMedical Image Registration
28 papers · 3 benchmarks
IDRiD (Indian Diabetic Retinopathy Image Dataset)
Indian Diabetic Retinopathy Image Dataset (IDRiD) dataset consists of typical diabetic retinopathy lesions and normal retinal structures annotated at a pixel level.
ImagesBiomedicalMedicalMedical Image ClassificationFovea DetectionOptic Disc Detection
16 papers · 3 benchmarks
ACNE04
The ACNE04 dataset includes 3756 Chinese face images with Acne.
ImagesMedicalMedical Image ClassificationAcne Severity Grading
12 papers · 1 benchmark
COVIDGR
Under a close collaboration with an expert radiologist team of the Hospital Universitario San Cecilio, the COVIDGR-1.0 dataset of patients' anonymized X-ray images has been built.
ImagesMedicalDomain AdaptationMedical Image ClassificationCOVID-19 Diagnosis
8 papers · 2 benchmarks
NCT-CRC-HE-100K
The NCT-CRC-HE-100K dataset is a set of 100,000 non-overlapping image patches extracted from 86 H&E stained human cancer tissue slides and normal tissue from the NCT biobank (National Center for Tumor Diseases) and the UMM pathology…
ImagesImage ClassificationMedical Image Classification
8 papers · 2 benchmarks
Galaxy Zoo DECaLS
Approx.
ImagesImage ClassificationLearning with noisy labelsMedical Image Classification
6 papers · 2 benchmarks
ISIC 2020 Challenge Dataset (Official dataset of the SIIM-ISIC Melanoma Classification Challenge 2020)
The dataset contains 33,126 dermoscopic training images of unique benign and malignant skin lesions from over 2,000 patients.
Medical Image ClassificationSkin Lesion ClassificationSkin Cancer SegmentationSkin Cancer Classification
6 papers · 1 benchmark
Malaria Dataset
The dataset contains a total of 27,558 cell images with equal instances of parasitized and uninfected cells.
Image ClassificationMedical Image Classification
6 papers · 2 benchmarks
NIH-CXR-LT (Long-tailed (LT) NIH ChestXRay14)
NIH-CXR-LT.
ImagesMedicalImage ClassificationLong-tail LearningMedical Image Classification
5 papers · 1 benchmark
LIMUC (Labeled Images for Ulcerative Colitis)
The LIMUC dataset is the largest publicly available labeled ulcerative colitis dataset that compromises 11276 images from 564 patients and 1043 colonoscopy procedures.
ImagesBiomedicalMedicalImage ClassificationSemi-Supervised Image ClassificationMedical Image ClassificationSelf-Supervised LearningMedical Diagnosis
4 papers · 1 benchmark
MIMIC-CXR-LT (long-tailed version of MIMIC-CXR)
MIMIC-CXR-LT.
ImagesMedicalImage ClassificationLong-tail LearningMedical Image Classification
4 papers · 1 benchmark
CheXphoto
CheXphoto is a competition for x-ray interpretation based on a new dataset of naturally and synthetically perturbed chest x-rays hosted by Stanford and VinBrain.
Medical Image Classification
3 papers · 1 benchmark
LymphoMNIST
LymphoMNIST is a comprehensive dataset designed for the nuanced classification of lymphocyte images.
ImagesClassificationFine-Grained Image ClassificationMedical Image ClassificationSemi-supervised Medical Image Classification
2 papers · 0 benchmarks
Autooral dataset
A multi-tasking oral ulcer dataset (Autooral dataset) is proposed.
Medical Image SegmentationMedical Image Classification
1 paper · 1 benchmark
ENSeg
ENSeg Dataset Overview This dataset represents an enhanced subset of the ENS dataset.
ImagesBiologyMedicalImage Classification2D Object DetectionMedical Image SegmentationInstance SegmentationImage SegmentationMedical Image Classification+1 tasks
1 paper · 1 benchmark
Liver-US (Liver Ultrasound Dataset for Medical Image Classification)
The Liver-US dataset is a comprehensive collection of high-quality ultrasound images of the liver, including both normal and abnormal cases.
ImagesBiomedicalMedicalClassificationMedical Image ClassificationMedical DiagnosisMedical Image Analysis
1 paper · 1 benchmark
Heel Dataset (Heel Bone X-Ray Dataset)
Heel Bone X-Ray Dataset consists of 3,956 X-ray images of the foot, primarily focused on detecting and classifying heel bone diseases.
MedicalClassificationMedical Image Classificationmedical image detection
0 papers · 0 benchmarks
Sakha-TB (400+400 CXR images for TB diagnosis)
Sakha-TB is a de-identified image dataset of frontal chest X-rays (CXR), collected through collaboration with several medical institutions in the Republic of Sakha (Yakutia, Russia).
ImagesMedicalImage ClassificationClassificationMedical Image ClassificationMedical Diagnosis
0 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.