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临床辅助诊断
基于患者数据、医学图像、化验结果与临床记录做出临床诊断决策。
排行榜
共计 66 个模型
基准测试
MIMIC-III
MedQA
MIMIC-IV
BNCI2014-001 MOABB
BNCI2014-004 MOABB
Cho2017 MOABB
GrosseWentrup2009 MOABB
Lee2019-MI MOABB
PhysionetMotorImagery MOABB
Schirrmeister2017 MOABB
Shin2017A MOABB
Weibo2014 MOABB
Zhou2016 MOABB
AlexandreMotorImagery MOABB
BNCI2014-002 MOABB
BNCI2015-001 MOABB
BNCI2015-004 MOABB
MedMCQA
MIMIC PERform Testing Dataset
Database
Linux
Literature
Python
MMLU
PubMedQA
sleep-edf
Epoch Cross-Modal Transformer
FH
Assist09
shhs
XSleepNet2 (EEG, EOG, EMG)
ABIDE
ADNI
BNCI2014-008 MOABB
BNCI2014-009 MOABB
BNCI2015-003 MOABB
BrainInvaders2012 MOABB
BrainInvaders2013a MOABB
BrainInvaders2014a MOABB
BrainInvaders2014b MOABB
BrainInvaders2015a MOABB
BrainInvaders2015b MOABB
BWH
Cattan2019-VR MOABB
EPFLP300 MOABB
Huebner2017 MOABB
Huebner2018 MOABB
Kalunga2016 MOABB
Lee2019-ERP MOABB
Lee2019-SSVEP MOABB
MAMEM1 MOABB
MAMEM2 MOABB
MAMEM3 MOABB
McLean
MGH
Nakanishi2015 MOABB
Sosulski2019 MOABB
LIDC-IDRI
MG-BrainDub
Real-world clinical cases
JUNYI
ubfc-rppg
ADReSS
CMB-Exam
DDxPlus
DermaMNIST
HiRID
mass-ss3
SPDTransNet
MIMIC-IV ICD-10
PLM-ICD
MIMIC-IV ICD-9
MIT-BIH AF
mmse-hr
Beam AI SDK
PathMNIST
PneumoniaMNIST
RetinaMNIST
ACNE04
DED
CUREMED-BENCH
EBM-NLP
SciBERT (SciVocab)
MedXpertQA
MIMIC-IV-ICD-10-full
MIMIC-IV-ICD10-top50
MSMN
MIT-BIH AR
MMedBench
SHHS (single-channel)
MC2SleepNet 50% Masking (C4-A1 only)
TUAB
Wang2016 MOABB
Canary
CT
DER
FP
HLE
INCART
MedBullets-option4
MedBullets-option5
MedCaseReasoning
MedGUIDE
MedM-CQA
MedXpert
MetaMedQA
MI
MMLU-Pro
MoodSyn
MR
OCT
OSF
PTB dataset, ECG lead II
ConvNetQuake
QT
US
X-ray
ADReSSo
Assist12
BioASQ
BioMRC
CMD
DDX-Plus
DODO
DrugDose
DXY
EHRStruct
GMD
HealthFact
Clinical Admission Notes from MIMIC-III
CoRE
iCraft-MD
INSPECT
ISRUC-Sleep
M3DS
Math
MULTIID
MULTIID and EMERSON
NIPS-EDU
PISA
PISA challenging test
PubHealth
RareBench
REST-meta-MDD
RSPECT
SEER Classification
Sleep-EDF-SC
Scratch SeqSleepNet+ (EEG+EOG)
Sleep-EDF-ST
Sleep-EDFx
SleePyCo (Fpz-Cz only)
Sleep-EDFx (single-channel)
SLP
SLP challenging test
TCGA-GBMLGG
TCGA-KIRC
AgentClinic
AN
BrainHub
CAMELYON16
CardioSYNTAX
CHB-MIT
CO
CODE-15%
CPSC 2018
Diabetes
DODH
SimpleSleepNet
ECD
ECG-QA
EgoExo4D
EMBED
GAMMA
HE
HF
HIE-Reasoning
Humanity's Last Exam (HLE)
ISIC
JAMA Clinical Challenge
JIGSAWS
CNN
LC
LI
MASS (single-channel)
MASS SS2
IITNet (F4-EOG [Left] only)
MedBullets
MedCalc
MentalDx Bench
MIMIC-ICD9
MIT-BIH Arrhythmia Database
ATD
MMLU-Med
Montreal Archive of Sleep Studies
multi-ancestry test set
PhysioNet Challenge 2017
TMF(VGG16-MLP)
PhysioNet Challenge 2018
XSleepNet (EEG, EOG, EMG)
PhysioNet Challenge 2018 (single-channel)
SleePyCo (C3-A2 only)
PID
PMCPatients
Progn-VQA
PTB
ptb-xl
ElectroCardioGuard
PTB-XL Super
RSNA
Sleep-EDF (single-channel)
ST
TDBRAIN
TUH EEG Seizure Corpus
ResNet+ LSTM
VinDR
You Snooze You Win - The PhysioNet Computing in Cardiology Challenge 2018
DeepSleep
100 sleep nights of 8 caregivers
Random Forest
ABIDE I
ABIDE II
ABIDE-I
AD
AD-MultiSense
ADHD-200
ADHD200
ADNI-2
ADNI1+ADNI2
Adult
Adverse Event
AIBL
All of Us
ALS EMG (University of Copenhagen)
Alzheimer's disease
Aptos
ASSIST17
Attrition
BCNB
BCSS
big-bench
Brain Tumor
Brain Anatomy US
KiU-Net
Breast cancer Wisconsin_class 4
XBNET
BreastDM
BUS-CEUS Multimodal Dataset
BUSI
CAMUS
CardiacNet-ASD
CardiacNet-PAH
CBIS-DDSM
CCTA
CDSL
ChestXDet10
ChestXpert
ChestXray14
CHF database
Inclined Entropy (R-HessELM)
Churn
CLST
CodaTB
CODE-15%
CoronaHack
Coswara
Coughvid
COVID-19 CXR Dataset
COVIDGR
CPDD
Credit
Credit Default
CT-RATE
DAIC-WOZ
deepMTJ
deepMTJ_IEEEtbme_version_2021
deepMTJ v1
VGG-Attention-3
Developer Survey
DHMC
Dreem_NCT03657329
EchoNet
EHBS
eICU
eICU Collaborative Research Database
Temporal Pointwise Convolution
Endocrinology
ESRD
FairVLMed
FairVLMed (Eye)
Fake
Gastric-X
Harvard-GF
HCP S1200
HeadQA
House Prices
ICBHI
in-house colposcopy dataset
INSIGHT-A
INSIGHT-B
isic-2019
Ensemble
ISRUC-Sleep (single-channel)
NeuroNet (C4-A1 only)
J-ADNI
KAUH
Kvasir + LD-PolypVideo
Large COVID-19 CT scan slice dataset
Liver
LocalEHR
M-Path
MAU
medical diagnosis benchmark
MedMNIST
MedTVT-QA
MedVL-CT69K
MESSIDOR2
BreastDICOM4
DenseNet-161
MIMIC-CXR-JPG
MIMIC-CXR, MIMIC-IV
MedFuse (optimal)
MIMIC-ICD53 (Chest)
MISTIC-SIL
Bidir. LSTM
MIT-BIH+BIDMC
MMIST ccRCC
MMLU-PRO (H)
MMMU-PRO (H)
MMPsy
Mortality
Multi-day Continuous BP Prediction
Multimodal Classification
Multimodal Reasoning
MURA
NACC (Brain)
NEJM
NLST-cmst
NMT
Novel COVID-19 Chestxray Repository
Bhowal et al.
Open-I
Ours
PadChest
PadChest20
PathVQA
Patient Dropout
PD dataset
Phase-1
PI-CAI
Plaque Component
PMC-VQA
PMC-VQA-test
PPMI
PulseMind Benchmark
Quilt-NoRed
Quilt-Red
Quilt-VQA
Rad-ChestCT
Respiratory Medicine
Rotation-X-Ray
SAMSPH
Scoliosis1K
Semi-synthetic UNOS-PTR data
Siena
SkinCAP (Skin)
SLAKE
SRPBS
Stenosis Degree
Surrey-cEEGGrid
Surrey-PSG
Scratch SeqSleepNet+ (EEG+EOG)
Synthetic data
SYSU-FLL-CEUS
TBscreen
Text-Only
TrialBench
UK COVID-19
UNBC-McMaster ShoulderPain dataset
Regularized Deep Regressor
Urinary Surgery
VinDr-Mammo
vipl-hr
DRNet
VQA-RAD