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Medical Image Classification
Classifying medical images into diagnostic categories, such as disease vs. healthy or identifying specific pathologies.
Leaderboard
100 models total
Benchmarks
CAMELYON-16
Toronto NeuroFace
TCGA-NSCLC
BRACS
TCGA-BRCA
TCGA-LUNG
OCT2017
OpticNet-71
CAMELYON-17
Srinivasan2014
Joint-Attention-Network ResNet50-v1
NSCLC-Shot20
NSCLC-Shot50
PCAM
Virchow
TCGA-STAD
BRCA
CRC
NSCLC-Shot100
Chest X-ray 14
NSGANetV1-A3
ESCA
ADNI
Bach
DeepLesion
P3D
OCTMNIST
CheXpert
IDRiD
Beta-Rank
Messidor-2
CBIS-DDSM
ISIC-2019
Alzheimer's disease
Brain Tumor
C16-ImageNet
C16-Multiscale
CAMELOYON16
Eyes disease
IMDB
Kvasir
PathMNIST
private UC dataset
STAD
TCGA-Lung Multiscale
TCGA-RCC
A22
APTOS
C17
CT-RATE
DDR
GAMMA
HAM10000
MIMIC
OrganSMNIST
Pneumonia
Cataract
Chest X-ray images
Selfsynthx
CND
CNMC-2019
ENRICO
Harvard-30k AMD
Harvard-30k DR
Harvard-30k Glaucoma
IH-GC
Institutional LUAD
IQ-OTHNCCD
ISIC
LIMUC
MalariaCell
Montgomery
MOSI
Nickparvar
PadChest
PICCOLO
PuS
Retina
Shenzhen
SIPaKMeD
TCGA-CRC
TCGA-LUAD
Tuberculosis
ABIDE Autism
ADNI Alzheimer's
Animals
BT
Card
CIED
CUB
DDSM
DR
DR dataset
EyePACS
Glaucoma
HCPA3-task
HCPYA7-task
IH-Polyp
ImageNet
Institutional BLCA
ISIC-2018
NCT-CRC-HE-100K
Neurocon Parkinson's
OASIS
ODIR
Open-i
Panda
PANORAMA
PAPILA
Pets
Places-365
PolypSet
PPMI Parkinson's
RATIC
RSNA
SIIM
Taowu Parkinson's
TCGA lung cancer
TCGA-BLCA
WSSSLUAD
X-ray
Adrenal
AIBL
blobs
Camelyon
CC-CCII
ccRCC
ChestXDet10
CRC100K
CTRG-B
CTRG-C
D1
D2
D3
D4
DeepDR
DermaMNIST
FGADR
Fracture
GlaucomaEgy
HCC
HCP-A
HCP-YA
Hyper-Kvasir
ImageNet-1K
In-house
in-house dataset
LBC
LC-Colon
LC-Lung
Messidor
MFIDDR
MIMIC-CXR
Multi-view Diabetic Retinopathy Grading
Nodule
Organ
Osteo
PadChest20
PPMI
Rad-ChestCT
SICAPv2
Skin Cancer
Synapse
TBX-11k
TCGA-ESCA
UBC-OCEAN
Vessel
ABIDE
Adversarial CLS
AIROGS
AMD-OCTA
APTOS-2019
AVEC 2014
BCNB-ER
BIOMEDICA
BLCA
Blood-MNIST
Brain Tumor MRI Dataset
BTMRI
Camelyon17-WILDS
CAMUS
Cannabis
CE-MRI
Chest ImaGenome
Chest Imagenome and MS-CXR-T
Chest Imagenome Gold
Chest X-Ray
CHMNIST
CIFAR-10
clinical dataset
CMR-VQA
COBRE
Collected Dataset
COVID-19 CXR Dataset
COVID chest X-ray
intubation prediction
COVID-QU-Ex
COVIDGR
CPTAC-NSCLC
CTKIDNEY
CVC-Clinic DB
CVC-ColonDB
CXR14
D7
Derm7pt
DFCI-HNC
Diabetic
Elephant
EyeDisease
FPUS23
Fundus
Glioma
GRAZPEDWRI-DX
YOLOv8x
HCC-WCH
HCC-ZSH
HCP-WM
histology-verified hyperspectral skin dataset
INbreast
ISIC-2017
IU-Xray (OpenI)
Kaggle-Brain tumor
Kaggle-DR
Kaggle EyePACS
KneeXray
LC25000
LIDC-IDRI
LP2025
LUAD
M5-Malaria Dataset
YOLO Para
MedVL-CT69K
MHIST
Micro-Bench
MIND-the-SKIN
MMAD
MP-IDB
MS-CXR-T
MUSK1
MUSK2
Neurocon
NIFD
NIH ChestX-ray14
NIH-CXP
NIMM
NTU
OASIS-3
3D CNN
OCT4DME
Off-site testing set
On-site testing set
OrganAMNIST
Our Dataset
PathMMU
PathMMU-HR²
PH^2D7
PH2
Private
Public TCGA-CESC Dataset
RA
Region-Centric Tasks
Region-to-Text Identification
RFMiD
RLDL
RLDR
round cell subtype
RSNA ICH
RSNA-ab
SCIN
SICAP
SIIMACR
Sjogren
SonI simulation
Stanford-CNC
Taowu
TCGA
TCGA-BRAC
TCGA-COAD
TCGA-LUAD TP53
TCGA-Lung UIN2
TissueMNIST
TopCoW 2024 dataset
UPMC-HNC
VinDR
VinDr-CXR
WBCAtt