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Medical

Artificial Intelligence in the Medical field, or AI in healthcare, is aimed at enhancing the accuracy and efficiency of disease diagnosis and treatment through big data analysis, machine learning, and other techniques. Its applications are extensive, not only assisting doctors in making efficient diagnoses and improving the quality of medical services but also promoting the development of personalized treatment plans and accelerating the drug discovery process, thereby providing patients with better health protection.

Medical Image Segmentation
119 papers | 48 benchmarks
Drug Discovery
37 papers | 28 benchmarks
Sleep Stage Detection
16 papers | 16 benchmarks
Within-Session ERP
1 papers | 15 benchmarks
Text-to-Image Generation
64 papers | 13 benchmarks
Brain Tumor Segmentation
18 papers | 11 benchmarks
DeepFake Detection
19 papers | 11 benchmarks
Lesion Segmentation
30 papers | 10 benchmarks
Medical Image Classification
15 papers | 10 benchmarks
Retinal Vessel Segmentation
25 papers | 10 benchmarks
Within-Session Motor Imagery (left hand vs. right hand)
1 papers | 10 benchmarks
Cell Segmentation
7 papers | 9 benchmarks
Image Deblurring
51 papers | 9 benchmarks
Within-Session Motor Imagery (right hand vs. feet)
1 papers | 9 benchmarks
Protein Secondary Structure Prediction
6 papers | 8 benchmarks
COVID-19 Diagnosis
9 papers | 7 benchmarks
Medical Code Prediction
13 papers | 7 benchmarks
Within-Session SSVEP
1 papers | 7 benchmarks
Brain Image Segmentation
3 papers | 6 benchmarks
Within-Session Motor Imagery (all classes)
1 papers | 6 benchmarks
Arrhythmia Detection
14 papers | 5 benchmarks
ECG Classification
6 papers | 5 benchmarks
Heart rate estimation
7 papers | 5 benchmarks
Lung Nodule Segmentation
8 papers | 5 benchmarks
Medical Image Generation
5 papers | 5 benchmarks
Antibody-antigen binding prediction
10 papers | 4 benchmarks
Breast Cancer Detection
5 papers | 4 benchmarks
Fovea Detection
2 papers | 4 benchmarks
Medical Image Registration
8 papers | 4 benchmarks
Multimodal Sleep Stage Detection
2 papers | 4 benchmarks
Spindle Detection
6 papers | 4 benchmarks
Tumor Segmentation
5 papers | 4 benchmarks
Diffeomorphic Medical Image Registration
6 papers | 3 benchmarks
ECG Patient Identification (gallery-probe)
1 papers | 3 benchmarks
Heartbeat Classification
3 papers | 3 benchmarks
Iris Segmentation
1 papers | 3 benchmarks
Medical Concept Normalization
5 papers | 3 benchmarks
Medical Report Generation
4 papers | 3 benchmarks
Multi-tissue Nucleus Segmentation
14 papers | 3 benchmarks
Multiple Sequence Alignment
1 papers | 3 benchmarks
Photoplethysmography (PPG) heart rate estimation
7 papers | 3 benchmarks
Pneumonia Detection
9 papers | 3 benchmarks
Protein Function Prediction
1 papers | 3 benchmarks
QRS Complex Detection
2 papers | 3 benchmarks
Skin Lesion Segmentation
4 papers | 3 benchmarks
SpO2 estimation
3 papers | 3 benchmarks
Artery/Veins Retinal Vessel Segmentation
2 papers | 2 benchmarks
Atrial Fibrillation Detection
8 papers | 2 benchmarks
Automatic Sleep Stage Classification
4 papers | 2 benchmarks
Blood pressure estimation
3 papers | 2 benchmarks
Brain Decoding
7 papers | 2 benchmarks
Breast Cancer Histology Image Classification
6 papers | 2 benchmarks
Colorectal Gland Segmentation:
8 papers | 2 benchmarks
Congestive Heart Failure detection
2 papers | 2 benchmarks
Drug Response Prediction
2 papers | 2 benchmarks
ECG Denoising
5 papers | 2 benchmarks
Length-of-Stay prediction
3 papers | 2 benchmarks
Lung Cancer Diagnosis
1 papers | 2 benchmarks
Lung Nodule Detection
3 papers | 2 benchmarks
Medical Diagnosis
2 papers | 2 benchmarks
Medical Relation Extraction
3 papers | 2 benchmarks
Molecule Captioning
17 papers | 2 benchmarks
Mortality Prediction
3 papers | 2 benchmarks
Multi-Label Classification Of Biomedical Texts
2 papers | 2 benchmarks
Muscle Tendon Junction Identification
2 papers | 2 benchmarks
Myocardial infarction detection
4 papers | 2 benchmarks
Optic Disc Detection
2 papers | 2 benchmarks
Pancreas Segmentation
3 papers | 2 benchmarks
Protein Design
1 papers | 2 benchmarks
Quantum Machine Learning
2 papers | 2 benchmarks
Seizure Detection
2 papers | 2 benchmarks
Skin Cancer Segmentation
4 papers | 2 benchmarks
Skin Lesion Classification
4 papers | 2 benchmarks
Sleep apnea detection
2 papers | 2 benchmarks
Sleep Arousal Detection
4 papers | 2 benchmarks
Surgical Skills Evaluation
2 papers | 2 benchmarks
Synthetic Data Generation
3 papers | 2 benchmarks
Talking Face Generation
2 papers | 2 benchmarks
Voice pathology detection
1 papers | 2 benchmarks
3D Medical Imaging Segmentation
2 papers | 1 benchmarks
Acne Severity Grading
5 papers | 1 benchmarks
Acute Stroke Lesion Segmentation
1 papers | 1 benchmarks
ALS Detection
1 papers | 1 benchmarks
Alzheimer's Disease Detection
1 papers | 1 benchmarks
Anxiety Detection
1 papers | 1 benchmarks
BIRL
3 papers | 1 benchmarks
Blind Docking
2 papers | 1 benchmarks
Brain Segmentation
2 papers | 1 benchmarks
Breast Tissue Identification
1 papers | 1 benchmarks
Breast Tumour Classification
9 papers | 1 benchmarks
Cervical cancer biopsy identification
1 papers | 1 benchmarks
Chemical Reaction Prediction
1 papers | 1 benchmarks
Circulatory Failure
2 papers | 1 benchmarks
Clinical Concept Extraction
5 papers | 1 benchmarks
Core Promoter Detection
1 papers | 1 benchmarks
Covid Variant Prediction
1 papers | 1 benchmarks
Diabetes Prediction
1 papers | 1 benchmarks
Diabetic Retinopathy Detection
1 papers | 1 benchmarks
Diabetic Retinopathy Grading
2 papers | 1 benchmarks
Disease Trajectory Forecasting
3 papers | 1 benchmarks
Ecg Risk Stratification
1 papers | 1 benchmarks
ECG Wave Delineation
1 papers | 1 benchmarks
Eeg Decoding
1 papers | 1 benchmarks
EEG Signal Classification
1 papers | 1 benchmarks
EMG Signal Prediction
1 papers | 1 benchmarks
Epigenetic Marks Prediction
1 papers | 1 benchmarks
Epilepsy Prediction
1 papers | 1 benchmarks
Forward reaction prediction
2 papers | 1 benchmarks
ICU Mortality
1 papers | 1 benchmarks
Infant Brain Mri Segmentation
1 papers | 1 benchmarks
K-complex detection
3 papers | 1 benchmarks
Kidney Function
1 papers | 1 benchmarks
Liver Segmentation
7 papers | 1 benchmarks
Low-Dose X-Ray Ct Reconstruction
6 papers | 1 benchmarks
Lung Nodule Classification
8 papers | 1 benchmarks
Medial knee JRF Prediction
1 papers | 1 benchmarks
Medical Image Retrieval
1 papers | 1 benchmarks
Medical Procedure
1 papers | 1 benchmarks
Muscle Force Prediction
1 papers | 1 benchmarks
Noise Estimation
5 papers | 1 benchmarks
Nuclear Segmentation
4 papers | 1 benchmarks
Odor Descriptor Prediction
1 papers | 1 benchmarks
Optic Cup Detection
1 papers | 1 benchmarks
Optic Cup Segmentation
2 papers | 1 benchmarks
Pain Intensity Regression
3 papers | 1 benchmarks
Participant Intervention Comparison Outcome Extraction
4 papers | 1 benchmarks
Patient Phenotyping
1 papers | 1 benchmarks
Phenotype classification
1 papers | 1 benchmarks
Photoplethysmography (PPG) beat detection
1 papers | 1 benchmarks
Predicting Patient Outcomes
1 papers | 1 benchmarks
Promoter Detection
1 papers | 1 benchmarks
Property Prediction
0 papers | 1 benchmarks
Protein Language Model
1 papers | 1 benchmarks
Pulmonary Embolism Detection
1 papers | 1 benchmarks
Reagent Prediction
2 papers | 1 benchmarks
Remaining Length of Stay
1 papers | 1 benchmarks
Respiratory Failure
2 papers | 1 benchmarks
Retrosynthesis
2 papers | 1 benchmarks
Seizure prediction
2 papers | 1 benchmarks
Semi-supervised Medical Image Classification
4 papers | 1 benchmarks
Single-step retrosynthesis
20 papers | 1 benchmarks
Skin Cancer Classification
1 papers | 1 benchmarks
Sleep Quality
1 papers | 1 benchmarks
Splice Site Prediction
1 papers | 1 benchmarks
TDC ADMET Benchmarking Group
5 papers | 1 benchmarks
Text-based de novo Molecule Generation
11 papers | 1 benchmarks
Transcription Factor Binding Site Prediction
1 papers | 1 benchmarks
Transcription Factor Binding Site Prediction (Human)
1 papers | 1 benchmarks
Transcription Factor Binding Site Prediction (Mouse)
1 papers | 1 benchmarks
Ultrasound
1 papers | 1 benchmarks
Volumetric Medical Image Segmentation
2 papers | 1 benchmarks
X-ray Visual Question Answering
1 papers | 1 benchmarks