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Tumor Segmentation datasets

archive 2025-07-28

15 datasets carry the task tag "Tumor Segmentation" (the task itself: Tumor Segmentation), ordered by the archive's paper count. Page 1 of 1: 15 shown of 15. 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 52Tumor Segmentation 15

Tumor Segmentation datasets 1–15 of 15

BraTS 2015
The BraTS 2015 dataset is a dataset for brain tumor image segmentation.
ImagesMedicalMRISemantic SegmentationBrain Tumor SegmentationTumor Segmentation
69 papers · 1 benchmark
LiTS17 (Liver Tumor Segmentation Challenge 2017)
LiTS17 is a liver tumor segmentation benchmark.
ImagesMedicalMedical Image SegmentationTumor SegmentationComputed Tomography (CT)Liver Segmentation
45 papers · 3 benchmarks
HECKTOR
Head and Neck Tumor Segmentation
MedicalLesion SegmentationTumor SegmentationLesion Detection
26 papers · 0 benchmarks
DigestPath
Introduced by Da et al.
ImagesMedicalSemantic SegmentationMedical Image SegmentationCell SegmentationLesion SegmentationTumor Segmentation
23 papers · 1 benchmark
BraTS 2016
BRATS 2016 is a brain tumor segmentation dataset.
ImagesMedicalMRISemantic SegmentationData AugmentationTumor Segmentation
13 papers · 0 benchmarks
BraTS 2014
BRATS 2014 is a brain tumor segmentation dataset.
ImagesMedicalMRISemantic SegmentationBrain Tumor SegmentationTumor Segmentation
5 papers · 1 benchmark
AutoPET
A whole-body FDG-PET/CT dataset with manually annotated tumor lesions (FDG-PET-CT-Lesions) 1,014 studies (900 patients)
MedicalLesion SegmentationTumor SegmentationLesion Detection
4 papers · 0 benchmarks
CSAW-S
CSAW-S is a dataset of mammography images which includes expert annotations of tumors and non-expert annotations of breast anatomy and artifacts in the image.
ImagesTumor Segmentation
4 papers · 0 benchmarks
The ULS23 Challenge Test Set
The ULS23 test set contains 725 lesions from 284 patients of the Radboudumc and JBZ hospitals in the Netherlands.
Images3DMedicalSegmentationTumor Segmentation
2 papers · 1 benchmark
CARE
https://drive.google.com/file/d/1XJTfD8Ch-IxmG5VHtKkxGZT336Fl1Q/view?usp=drivelink
Tumor Segmentation
1 paper · 0 benchmarks
CUTS
This is the dataset released along with the publication: CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation [[ArXiv]](https://arxiv.org/abs/2209.11359)…
ImagesSemantic SegmentationSegmentationTumor SegmentationBrain SegmentationMRI segmentationOrgan Segmentation
1 paper · 0 benchmarks
CoCaHis (Colon Cancer Histology Dataset)
Highlights • Publicly available dataset with 82 H&E stained images of frozen sections.
ImagesBiomedicalMedicalMedical Image SegmentationTumor SegmentationHistopathological Segmentation
1 paper · 0 benchmarks
Extended Task10_Colon Medical Decathlon (Extended Task10_Colon of Medical Segmentation Decathlon dataset)
A dataset of abdominal CT studies in NifTi format from the open-source medical data repository Medical Decathlon was utilized.
ImagesMedical Image SegmentationSegmentationTumor SegmentationOrgan Segmentation
1 paper · 1 benchmark
NSCLC-Radiogenomics
Unique radiogenomic dataset from a Non-Small Cell Lung Cancer (NSCLC) cohort of 211 subjects.
ImagesMedicalTumor Segmentation
1 paper · 0 benchmarks
The ULS23 Challenge Public Training Dataset
The ULS23 training dataset contains 38,693 diverse lesions from chest-abdomen-pelvis CT examinations.
Images3DMedicalTumor Segmentation
1 paper · 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.