Pathology Datasets
Histopathological datasets across subspecialties.Introduction
The development of AI models in the field of pathology relies heavily on access to extensive and high-quality histopathological datasets. These datasets span multiple specialties and encompass a wide variety of conditions and diseases, providing the necessary diversity and depth required for robust AI training and validation. Below is a curated list of some of the largest and most comprehensive histopathology datasets across various specialties. Each dataset is selected based on its size, quality, and relevance to current research needs in pathology.
Multi-Specialty
The Cancer Genome Atlas (TCGA)
Pathology AI Platform (PAIP)
Clinical Proteomic Tumor Analysis Consortium (CPTAC)
Human Protein Atlas (HPA) - Pathology Atlas
Genotype-Tissue Expression (GTEx) Project
National Cancer Institute (NCI) Cancer Imaging Archive
Human Tumor Atlas Network (HTAN)
Description
A comprehensive dataset comprising histopathology images and genomic data from multiple cancer types, including breast, lung, colorectal, brain, and more.
A multi-specialty dataset containing histopathology images for various cancers, including liver, colorectal, and lung cancers, used for AI model development.
A dataset providing proteomic and histopathology data across multiple cancer types, including breast, ovarian, colon, and renal cancers.
A comprehensive resource with histopathology images across multiple organs and disease types, including detailed protein expression data.
A dataset that provides histopathology images and corresponding RNA sequencing data across multiple tissue types from healthy individuals.
A dataset that includes histopathology images across a variety of cancer types, often paired with radiologic and genomic data.
A dataset that aims to construct 3D atlases of human tumors to improve understanding of tumor biology and heterogeneity.
Size
Over 20,000 cases with hundreds of thousands of images
Approximately 5,000 images
Over 10,000 histopathology images
Over 13 million images
Over 20,000 tissue samples
Over 60,000 images
Data from over 1,000 tumors
Breast
Breast Cancer Histopathological Database (BreakHis)
Breast Cancer Digital Repository (BCDR)
MITOS-ATYPIA-14
Camelyon16 and Camelyon17
TCGA Breast Cancer (BRCA)
ICIAR 2018 BACH Challenge
The BreastPathQ Dataset
Stanford TMA Dataset
Duke-Breast-Cancer-MRI
TUPAC16 (Tumor Proliferation Assessment Challenge)
Description
A dataset containing microscopic images of breast tumor tissue, divided into benign and malignant cases. Includes data from 82 patients.
A dataset with mammography and histopathology images of breast cancer, featuring detailed annotations for various breast cancer conditions.
A dataset from the ICPR 2014 contest on mitosis detection in breast cancer histological images, containing annotated images.
A dataset from the Camelyon challenges, containing whole-slide images of lymph node sections with annotations for metastasis detection.
A dataset comprising histopathology images and genomic data from breast cancer patients.
A dataset used for the BACH challenge, consisting of high-resolution histopathology images of breast tissue classified into normal, benign, in situ carcinoma, and invasive carcinoma.
A dataset containing whole-slide images of breast cancer specimens, annotated for tumor cellularity.
A dataset of tissue microarray (TMA) spots from breast cancer patients, annotated for various biomarkers.
A dataset containing images of breast cancer histology slides with comprehensive annotations.
A dataset containing whole-slide images from breast cancer tissue samples, used to assess tumor proliferation scores.
Size
7,909 images
Over 1,700 cases
1,623 images
400 images (Camelyon16) and 1,000 images (Camelyon17)
Thousands of images
400 images
257 images
569 TMA spots
922 images
821 images
Cardiovascular
Cardiovascular Disease Histopathology Images (CVDH)
Atherosclerosis Histology Dataset
Myocardial Infarction Histopathology Dataset
Endomyocardial Biopsy Histology Dataset
Heart Valve Disease Histopathology Dataset
Cardiac Fibrosis Histopathology Dataset
Vascular Histopathology Images (VHI)
Cardiovascular Disease Biobank Histology Dataset
Transplant Rejection Histopathology Dataset
Peripheral Artery Disease Histopathology Dataset
Description
A dataset containing histopathology images of cardiovascular tissues, including various cardiovascular diseases such as myocarditis, atherosclerosis, and cardiomyopathies.
A dataset of histopathological images focusing on atherosclerotic plaque in arterial walls, with detailed annotations for plaque composition and severity.
A dataset comprising histopathology slides of myocardial tissue from patients with acute and chronic myocardial infarction, annotated for infarct size and cellular changes.
A collection of histopathology images from endomyocardial biopsy samples, used to diagnose myocarditis, cardiomyopathy, and transplant rejection.
A dataset of histopathological images of heart valve tissues, annotated for conditions such as calcific aortic stenosis, mitral valve prolapse, and endocarditis.
A dataset containing histopathology images of cardiac tissue, focusing on the extent and distribution of fibrosis in various cardiac diseases.
A dataset comprising histopathology slides of vascular tissues, annotated for conditions like vasculitis, aneurysms, and vascular malformations.
A comprehensive dataset from a cardiovascular biobank, including histopathology images of various cardiovascular tissues collected from patients with different cardiovascular diseases.
A dataset of histopathological images from cardiac transplant patients, used to study and diagnose transplant rejection.
A dataset focusing on histopathological samples from patients with peripheral artery disease, annotated for arterial wall structure and pathology.
Size
2,000 images
1,500 images
1,200 images
800 images
900 images
1,000 images
1,100 images
2,500 images
700 images
850 images
Endocrine
TCGA Thyroid Cancer (THCA)
Adrenal Gland Histopathology Dataset
Pancreatic Neuroendocrine Tumors (PanNEN) Dataset
Pituitary Adenoma Histopathology Dataset
TCGA Adrenocortical Carcinoma (ACC)
Parathyroid Adenoma Histopathology Dataset
Endocrine Pancreas Histopathology Dataset
TCGA Pheochromocytoma and Paraganglioma (PCPG)
Diabetic Nephropathy Histopathology Dataset
Endocrine Tumor Biobank Histology Dataset
Description
A dataset comprising histopathology images and genomic data from thyroid cancer patients, including various subtypes of thyroid carcinoma.
A dataset containing histopathology images of adrenal gland tissues, including conditions such as adrenal adenomas, carcinomas, and hyperplasia.
A collection of histopathological images from pancreatic neuroendocrine tumors, annotated for tumor grade and stage.
A dataset of histopathology images from pituitary adenomas, including various types such as prolactinomas, somatotropinomas, and corticotropinomas.
A dataset comprising histopathology images and genomic data from adrenocortical carcinoma patients, including detailed annotations.
A dataset of histopathology images from parathyroid adenomas, annotated for cellular architecture and pathology.
A collection of histopathological images of endocrine pancreas, including conditions such as insulinomas, glucagonomas, and somatostatinomas.
A dataset containing histopathology images and genomic data from pheochromocytoma and paraganglioma patients.
A dataset of kidney histopathology images from patients with diabetic nephropathy, annotated for glomerular and tubular changes.
A comprehensive dataset from an endocrine tumor biobank, including histopathology images of various endocrine tissues collected from patients with different endocrine tumors.
Size
Thousands of images
1,200 images
900 images
800 images
Hundreds of images
600 images
1,000 images
Hundreds of images
700 images
1,500 images
Gastrointestinal
TCGA Colorectal Adenocarcinoma (COAD)
TCGA Stomach Adenocarcinoma (STAD)
Liver Cancer Histopathology Dataset
TCGA Esophageal Carcinoma (ESCA)
Pancreatic Cancer Histopathology Dataset
TCGA Liver Hepatocellular Carcinoma (LIHC)
Gastric Cancer Histopathology Dataset
Colorectal Polyp Histopathology Dataset
TCGA Pancreatic Adenocarcinoma (PAAD)
Inflammatory Bowel Disease (IBD) Histopathology Dataset
Description
A dataset comprising histopathology images and genomic data from colorectal adenocarcinoma patients, including various stages and grades.
A dataset containing histopathology images and genomic data from stomach adenocarcinoma patients.
A collection of histopathology images from liver cancer cases, annotated for hepatocellular carcinoma, cholangiocarcinoma, and other liver pathologies.
A dataset comprising histopathology images and genomic data from patients with esophageal carcinoma.
A dataset of histopathology images from pancreatic cancer cases, including annotations for tumor grade, stage, and histological subtype.
A dataset containing histopathology images and genomic data from liver hepatocellular carcinoma patients.
A dataset of histopathology images from gastric cancer cases, annotated for various stages and histological types of gastric carcinoma.
A collection of histopathology images from colorectal polyp samples, including hyperplastic polyps, adenomatous polyps, and malignant polyps.
A dataset comprising histopathology images and genomic data from pancreatic adenocarcinoma patients.
A dataset of histopathology images from patients with inflammatory bowel disease, including Crohn's disease and ulcerative colitis.
Size
Thousands of images
Thousands of images
1,500 images
Thousands of images
1,200 images
Thousands of images
1,000 images
900 images
Thousands of images
800 images
Gynaecological
TCGA Uterine Corpus Endometrial Carcinoma (UCEC)
TCGA Ovarian Cancer (OV)
Cervical Cancer Histopathology Dataset
Endometrial Carcinoma Histopathology Dataset
TCGA Cervical Squamous Cell Carcinoma and Endocervical Adenocarcinoma (CESC)
Vulvar Cancer Histopathology Dataset
Ovarian Tumor Histopathology Dataset
TCGA Breast Cancer (BRCA)
Fallopian Tube Cancer Histopathology Dataset
Gestational Trophoblastic Disease Histopathology Dataset
Description
A dataset comprising histopathology images and genomic data from patients with uterine corpus endometrial carcinoma.
A dataset containing histopathology images and genomic data from ovarian cancer patients, including various subtypes of ovarian carcinoma.
A collection of histopathology images from cervical cancer tissue samples, annotated for different stages and grades of cervical cancer.
A dataset of histopathology images from endometrial carcinoma cases, including detailed annotations for tumor grade and stage.
A dataset comprising histopathology images and genomic data from patients with cervical squamous cell carcinoma and endocervical adenocarcinoma.
A dataset containing histopathology images from vulvar cancer tissue samples, annotated for various histological subtypes.
A collection of histopathological images from benign, borderline, and malignant ovarian tumors, including annotations for tumor type and grade.
A dataset containing histopathology images and genomic data from breast cancer patients, including detailed annotations for various subtypes of breast carcinoma.
A dataset of histopathology images from fallopian tube cancer cases, annotated for tumor grade and histological subtype.
A dataset comprising histopathology images from various types of gestational trophoblastic disease, including molar pregnancies and choriocarcinoma.
Size
Thousands of images
Thousands of images
1,500 images
1,200 images
Thousands of images
1,000 images
Thousands of images
900 images
700 images
900 images
Head & Neck
TCGA Head and Neck Squamous Cell Carcinoma (HNSC)
Oral Cancer Histopathology Dataset
TCGA Thyroid Cancer (THCA)
Salivary Gland Tumor Histopathology Dataset
Laryngeal Cancer Histopathology Dataset
TCGA Esophageal Carcinoma (ESCA)
Nasopharyngeal Carcinoma Histopathology Dataset
Parathyroid Adenoma Histopathology Dataset
TCGA Esophageal Carcinoma (ESCA)
Sinus Cancer Histopathology Dataset
Description
A dataset comprising histopathology images and genomic data from patients with head and neck squamous cell carcinoma.
A dataset containing histopathology images from oral cancer tissue samples, annotated for different stages and grades of oral squamous cell carcinoma.
A dataset comprising histopathology images and genomic data from thyroid cancer patients, including various subtypes of thyroid carcinoma.
A dataset of histopathology images from salivary gland tumors, including benign and malignant cases, with detailed annotations for tumor type and grade.
A collection of histopathology images from laryngeal cancer cases, annotated for tumor grade, stage, and histological subtype.
A dataset comprising histopathology images and genomic data from patients with esophageal carcinoma.
A dataset of histopathology images from nasopharyngeal carcinoma cases, annotated for tumor grade and histological subtype.
A dataset of histopathology images from parathyroid adenomas, annotated for cellular architecture and pathology.
A dataset comprising histopathology images and genomic data from esophageal carcinoma patients.
A dataset containing histopathology images from sinus cancer tissue samples, annotated for various histological subtypes and stages.
Size
Thousands of images
1,500 images
Thousands of images
1,200 images
1,000 images
Thousands of images
900 images
600 images
Thousands of images
800 images
Hepatobiliary
TCGA Liver Hepatocellular Carcinoma (LIHC)
Liver Cancer Histopathology Dataset
TCGA Cholangiocarcinoma (CHOL)
Biliary Tract Cancer Histopathology Dataset
Hepatitis-Associated Liver Disease Dataset
TCGA Pancreatic Adenocarcinoma (PAAD)
Liver Fibrosis Histopathology Dataset
Gallbladder Cancer Histopathology Dataset
TCGA Stomach Adenocarcinoma (STAD)
Metastatic Liver Cancer Histopathology Dataset
Description
A dataset comprising histopathology images and genomic data from patients with liver hepatocellular carcinoma.
A collection of histopathology images from liver cancer cases, including hepatocellular carcinoma, cholangiocarcinoma, and metastatic liver cancers.
A dataset containing histopathology images and genomic data from cholangiocarcinoma (bile duct cancer) patients.
A dataset of histopathology images from biliary tract cancer cases, annotated for various types including gallbladder cancer and extrahepatic bile duct cancer.
A collection of histopathology images from liver biopsies of patients with hepatitis B and C, annotated for liver fibrosis, cirrhosis, and liver cancer.
A dataset comprising histopathology images and genomic data from pancreatic adenocarcinoma patients, including periampullary and bile duct cancers.
A dataset of histopathology images from liver biopsies of patients with liver fibrosis, annotated for fibrosis staging and liver architecture.
A collection of histopathology images from gallbladder cancer cases, annotated for various stages and histological subtypes.
A dataset containing histopathology images and genomic data from stomach adenocarcinoma patients, including some cases involving the biliary system.
A dataset comprising histopathology images from liver biopsies of metastatic cancers originating from various primary sites, annotated for metastatic patterns.
Size
Thousands of images
1,500 images
Thousands of images
1,200 images
1,000 images
Thousands of images
800 images
900 images
Thousands of images
1,100 images
Neuropathology
The Cancer Genome Atlas (TCGA) - Glioblastoma Multiforme (GBM)
The Cancer Genome Atlas (TCGA) - Lower Grade Glioma (LGG)
Allen Brain Atlas
Alzheimer's Disease Neuroimaging Initiative (ADNI) - Histopathology Dataset
Brain Tumor Segmentation (BraTS) Dataset
Mayo Clinic Brain Bank
Human Connectome Project (HCP)
Mount Sinai Brain Bank
NeuroMorpho.Org
Multiple Sclerosis Pathology Dataset
Description
A dataset comprising histopathology images and genomic data from patients with glioblastoma multiforme, the most aggressive type of primary brain tumor.
A dataset containing histopathology images and genomic data from patients with lower-grade gliomas, including astrocytomas and oligodendrogliomas.
A comprehensive dataset of brain histology and gene expression data, covering multiple species including humans, with a focus on neuroanatomy and brain development.
A dataset of histopathology images from brain tissues of patients with Alzheimer's disease, annotated for amyloid plaques and neurofibrillary tangles.
A dataset containing histopathology and imaging data for various types of brain tumors, used primarily for segmentation challenges.
A dataset of histopathology images from a large collection of brain tissue samples, including various neurodegenerative diseases such as Alzheimer's and Parkinson's.
A dataset focusing on mapping human brain connectivity, including histopathological data.
A collection of brain tissue samples from various neurological conditions, with histopathology images and annotations.
An online repository of digital reconstructions of neuron morphologies, including histological data from various brain regions and species.
A dataset comprising histopathology images from brain and spinal cord tissues of patients with multiple sclerosis, annotated for demyelination and inflammatory lesions.
Size
Over 2,000 cases
Over 1,000 cases
Millions of images
Over 1,200 images
Over 2,000 cases
Over 5,000 images
Tens of thousands of images
Over 3,000 samples
Over 100,000 neuron reconstructions
Over 900 images
Paediatric
Children's Hospital of Philadelphia (CHOP) Pathology Dataset
TCGA Pediatric Brain Tumor (PCPG)
Pediatric Cancer Genome Project (PCGP)
St. Jude Cloud Histopathology Dataset
Virtual Pediatric Systems (VPS) Pathology Dataset
Pediatric Tumor Atlas (PTA)
TCGA Neuroblastoma (NBL)
International Pediatric Pathology Dataset (IPPD)
Pediatric Leukemia Histopathology Dataset
Children’s Oncology Group (COG) Pathology Dataset
Description
A comprehensive dataset of histopathology images from various pediatric diseases, including cancers and genetic disorders.
A dataset comprising histopathology images and genomic data from pediatric patients with brain tumors, including medulloblastomas and gliomas.
A dataset that includes histopathology images and genomic data from various pediatric cancers, such as leukemia, neuroblastoma, and sarcomas.
A dataset containing histopathology images from pediatric cancer patients, with detailed annotations for different cancer types.
A dataset of histopathology images from pediatric intensive care patients, covering a wide range of conditions and diseases.
A comprehensive dataset of histopathology images from various pediatric tumors, including neuroblastoma, medulloblastoma, and leukemia.
A dataset containing histopathology images and genomic data from neuroblastoma patients, one of the most common pediatric solid tumors.
A global dataset of pediatric histopathology images, including a variety of diseases such as congenital malformations, infections, and tumors.
A dataset of histopathology images from pediatric leukemia cases, annotated for different leukemia subtypes and stages.
A dataset comprising histopathology images from various pediatric cancers, including detailed clinical and genomic data.
Size
Over 5,000 images
Over 1,000 cases
Thousands of images
Over 10,000 images
Over 3,000 images
Over 4,000 images
Hundreds of cases
Over 8,000 images
Over 2,500 images
Over 6,000 images
Respiratory
TCGA Lung Adenocarcinoma (LUAD)
TCGA Lung Squamous Cell Carcinoma (LUSC)
Cleveland Clinic Lung Pathology Dataset
Human Protein Atlas (HPA) - Lung Pathology
Lung Tissue Research Consortium (LTRC)
National Lung Screening Trial (NLST) Pathology Dataset
ILD Collaborative Network (ILD-IN)
Pulmonary Pathology Society (PPS) Dataset
TCGA Thymoma (THYM)
Pulmonary Fibrosis Histopathology Dataset
Description
A dataset comprising histopathology images and genomic data from patients with lung adenocarcinoma.
A dataset containing histopathology images and genomic data from patients with lung squamous cell carcinoma.
A dataset of histopathology images from various lung diseases, including lung cancer, interstitial lung disease, and pulmonary fibrosis.
A comprehensive resource with histopathology images of lung tissues from various diseases, including cancer and chronic obstructive pulmonary disease (COPD).
A dataset providing histopathology images from lung tissue samples of patients with various lung diseases, including emphysema, fibrosis, and cancer.
A dataset of histopathology images from lung cancer screening trials, including various stages and types of lung cancer.
A dataset of histopathology images from patients with interstitial lung diseases, including idiopathic pulmonary fibrosis and sarcoidosis.
A comprehensive dataset of histopathology images from various pulmonary diseases, including infections, neoplasms, and chronic lung diseases.
A dataset comprising histopathology images and genomic data from patients with thymoma, a tumor of the thymus gland.
A dataset of histopathology images from lung biopsies of patients with pulmonary fibrosis, annotated for different stages and patterns of fibrosis.
Size
Over 1,000 cases
Over 1,000 cases
Over 3,000 images
Tens of thousands of images
Over 2,500 images
Over 1,500 images
Over 2,000 images
Over 4,000 images
Hundreds of cases
Over 1,200 images
Skin
TCGA Skin Cutaneous Melanoma (SKCM)
Human Protein Atlas (HPA) - Skin Pathology
International Skin Imaging Collaboration (ISIC) Archive
DermNet NZ Histopathology Collection
Stanford Tissue Microarray Database (TMAD)
Atlas of DermatoPathology
National Cancer Institute (NCI) Skin Cancer Dataset
Skin Cancer Tissue Array (SCTA) Dataset
DermPath AI Dataset
Melanoma Institute Australia (MIA) Dataset
Description
A dataset comprising histopathology images and genomic data from patients with skin cutaneous melanoma.
A comprehensive resource with histopathology images of skin tissues from various conditions, including melanoma, basal cell carcinoma, and psoriasis.
A dataset of dermoscopic and histopathology images for skin lesions, including melanomas and other skin cancers.
A collection of histopathology images from various skin diseases and conditions, including inflammatory and neoplastic skin disorders.
A dataset containing histopathology images from tissue microarrays, including various types of skin cancers and benign lesions.
A comprehensive atlas with histopathology images of various skin diseases, including detailed annotations and descriptions.
A dataset of histopathology images from various types of skin cancers, including melanoma, basal cell carcinoma, and squamous cell carcinoma.
A dataset comprising histopathology images from skin cancer tissue arrays, including annotations for tumor type and grade.
A large dataset of histopathology images used for developing AI models in dermatopathology, covering a wide range of skin diseases.
A dataset containing histopathology images and clinical data from patients with melanoma, used for research and AI model development.
Size
Over 1,000 cases
Tens of thousands of images
Over 50,000 images
Over 5,000 images
Thousands of images
Over 3,000 images
Over 2,000 images
Over 1,500 images
Over 10,000 images
Over 1,200 images
Soft Tissue
TCGA Sarcoma (SARC)
Human Protein Atlas (HPA) - Soft Tissue Pathology
Pediatric Cancer Genome Project (PCGP) - Soft Tissue Sarcomas
Stanford Tissue Microarray Database (TMAD) - Soft Tissue Tumors
Soft Tissue Sarcoma Histopathology Dataset
MD Anderson Soft Tissue Tumor Dataset
NCI Soft Tissue Cancer Dataset
Cancer Imaging Archive (TCIA) - Soft Tissue Sarcomas
Rare Tumor Network (RTN) - Soft Tissue Tumors
Soft Tissue Pathology Atlas
Description
A dataset comprising histopathology images and genomic data from patients with various types of sarcoma, including soft tissue sarcomas.
A comprehensive resource with histopathology images of soft tissue tumors and other related conditions, including sarcomas and benign tumors.
A dataset that includes histopathology images and genomic data from various pediatric soft tissue sarcomas, such as rhabdomyosarcoma and Ewing sarcoma.
A dataset containing histopathology images from tissue microarrays, including various types of soft tissue tumors and sarcomas.
A collection of histopathology images from various types of soft tissue sarcomas, annotated for tumor type, grade, and stage.
A dataset comprising histopathology images from soft tissue tumors treated at MD Anderson Cancer Center, including both benign and malignant cases.
A dataset of histopathology images from various soft tissue cancers, including detailed clinical and genomic data.
A dataset of histopathology and radiology images from patients with soft tissue sarcomas, used for developing and testing AI models.
A collection of histopathology images from rare soft tissue tumors, including fibromatosis, liposarcoma, and leiomyosarcoma.
A comprehensive atlas with histopathology images of various soft tissue diseases, including sarcomas, benign tumors, and inflammatory conditions.
Size
Over 500 cases
Tens of thousands of images
Hundreds of cases
Thousands of images
Over 1,000 images
Over 2,000 images
Over 1,500 images
Over 1,000 cases
Hundreds of cases
Over 3,000 images
Urological
TCGA Prostate Adenocarcinoma (PRAD)
TCGA Bladder Urothelial Carcinoma (BLCA)
TCGA Kidney Renal Clear Cell Carcinoma (KIRC)
TCGA Kidney Renal Papillary Cell Carcinoma (KIRP)
TCGA Kidney Chromophobe (KICH)
Human Protein Atlas (HPA) - Urological Pathology
Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial
Stanford Tissue Microarray Database (TMAD) - Urological Tumors
International Cancer Genome Consortium (ICGC) - Urological Cancers
European Urology Pathology Database (EUPD)
Description
A dataset comprising histopathology images and genomic data from patients with prostate adenocarcinoma.
A dataset containing histopathology images and genomic data from patients with bladder urothelial carcinoma.
A dataset comprising histopathology images and genomic data from patients with kidney renal clear cell carcinoma.
A dataset containing histopathology images and genomic data from patients with kidney renal papillary cell carcinoma.
A dataset comprising histopathology images and genomic data from patients with kidney chromophobe.
A comprehensive resource with histopathology images of urological tissues from various conditions, including prostate, bladder, and kidney cancers.
A dataset of histopathology images from prostate cancer screening trials, including various stages and types of prostate cancer.
A dataset containing histopathology images from tissue microarrays, including various types of urological tumors.
A dataset providing histopathology images and genomic data from various urological cancers, including prostate, bladder, and kidney cancers.
A comprehensive dataset of histopathology images from various urological conditions, including detailed annotations and clinical data.
Size
Over 1,000 cases
Over 400 cases
Over 1,000 cases
Over 600 cases
Over 300 cases
Tens of thousands of images
Over 1,000 images
Thousands of images
Thousands of images
Over 3,000 images