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Browse SoTA
> Medical
Medical
226 benchmarks • 182 tasks • 133 datasets • 2432 papers with code
Image Classification
Image Classification
214 benchmarks
1450 papers with code
Few-Shot Image Classification
67 benchmarks
78 papers with code
Fine-Grained Image Classification
31 benchmarks
63 papers with code
Semi-Supervised Image Classification
31 benchmarks
58 papers with code
Small Data Image Classification
6 benchmarks
44 papers with code
See all 19 tasks
Medical Image Segmentation
Medical Image Segmentation
72 benchmarks
158 papers with code
Lesion Segmentation
5 benchmarks
81 papers with code
Brain Tumor Segmentation
7 benchmarks
47 papers with code
Brain Segmentation
1 benchmark
31 papers with code
Cell Segmentation
2 benchmarks
23 papers with code
See all 29 tasks
Drug Discovery
Drug Discovery
14 benchmarks
116 papers with code
Electrocardiography (ECG)
Mortality Prediction
1 benchmark
26 papers with code
Electrocardiography (ECG)
22 benchmarks
20 papers with code
Arrhythmia Detection
4 benchmarks
11 papers with code
ECG Classification
6 benchmarks
10 papers with code
Heart Rate Variability
5 papers with code
See all 11 tasks
Medical Diagnosis
Medical Diagnosis
2 benchmarks
46 papers with code
Retinal OCT Disease Classification
2 benchmarks
7 papers with code
Blood Cell Count
2 papers with code
Thoracic Disease Classification
2 papers with code
CBC TEST
1 papers with code
COVID-19 Diagnosis
COVID-19 Diagnosis
1 benchmark
48 papers with code
Cancer
Breast Cancer Detection
1 benchmark
13 papers with code
Skin Cancer Classification
10 papers with code
Lung Cancer Diagnosis
5 papers with code
Breast Cancer Histology Image Classification
1 benchmark
4 papers with code
Classification Of Breast Cancer Histology Images
3 papers with code
See all 10 tasks
Synthetic Data Generation
Synthetic Data Generation
1 benchmark
34 papers with code
Medical Image Registration
Medical Image Registration
5 benchmarks
21 papers with code
BIRL
1 benchmark
5 papers with code
Diffeomorphic Medical Image Registration
3 benchmarks
5 papers with code
Disease Prediction
Disease Prediction
3 benchmarks
22 papers with code
Retinal OCT Disease Classification
2 benchmarks
7 papers with code
Disease Trajectory Forecasting
1 benchmark
1 papers with code
Mortality Prediction
Mortality Prediction
1 benchmark
26 papers with code
Epidemiology
Epidemiology
23 papers with code
Sleep Quality
Sleep Stage Detection
5 benchmarks
10 papers with code
Spindle Detection
3 benchmarks
4 papers with code
K-complex detection
1 benchmark
3 papers with code
Sleep Micro-event detection
3 papers with code
Multimodal Sleep Stage Detection
4 benchmarks
2 papers with code
See all 9 tasks
Medical Image Generation
Medical Image Generation
3 benchmarks
12 papers with code
Radiologist Binary Classification
1 benchmark
1 papers with code
Photoplethysmography (PPG)
Heart rate estimation
2 benchmarks
6 papers with code
Photoplethysmography (PPG)
4 benchmarks
4 papers with code
Blood pressure estimation
2 benchmarks
2 papers with code
Histopathological Image Classification
Histopathological Image Classification
12 papers with code
Length-of-Stay prediction
Length-of-Stay prediction
1 benchmark
12 papers with code
noise estimation
noise estimation
11 papers with code
Skin
Skin Lesion Classification
9 papers with code
Skin Lesion Identification
1 papers with code
Skin
Protein Secondary Structure Prediction
Protein Secondary Structure Prediction
7 benchmarks
9 papers with code
Electromyography (EMG)
Electromyography (EMG)
4 benchmarks
6 papers with code
ALS Detection
1 benchmark
1 papers with code
EMG Signal Prediction
1 benchmark
1 papers with code
Medial knee JRF Prediction
Muscle Force Prediction
Tomography
Quantum State Tomography
6 papers with code
Electron Tomography
2 papers with code
Tomographic Reconstructions
Tomography
3D Medical Imaging Segmentation
Pancreas Segmentation
2 benchmarks
8 papers with code
Breast Tumour Classification
Breast Tumour Classification
1 benchmark
8 papers with code
Diabetic Retinopathy Detection
Diabetic Retinopathy Detection
1 benchmark
8 papers with code
Multi-tissue Nucleus Segmentation
Multi-tissue Nucleus Segmentation
1 benchmark
8 papers with code
Pneumonia Detection
Pneumonia Detection
2 benchmarks
8 papers with code
Seizure Detection
Seizure Detection
1 benchmark
8 papers with code
Clinical Concept Extraction
Clinical Concept Extraction
1 benchmark
7 papers with code
Skull Stripping
Skull Stripping
7 papers with code
Patient Outcomes
Predicting Patient Outcomes
1 benchmark
5 papers with code
Outcome Prediction In Multimodal Mri
1 papers with code
Patient Outcomes
Colorectal Gland Segmentation:
Colorectal Gland Segmentation:
1 benchmark
6 papers with code
Computational Phenotyping
Computational Phenotyping
6 papers with code
Lung Nodule Classification
Lung Nodule Classification
1 benchmark
6 papers with code
Medical Relation Extraction
Medical Relation Extraction
1 benchmark
6 papers with code
Multiple Sequence Alignment
Multiple Sequence Alignment
3 benchmarks
6 papers with code
Automatic Sleep Stage Classification
Automatic Sleep Stage Classification
5 papers with code
Mitosis Detection
Mitosis Detection
5 papers with code
Mammogram
Whole Mammogram Classification
2 papers with code
Breast Mass Segmentation In Whole Mammograms
1 papers with code
Mass Segmentation From Mammograms
1 papers with code
Mammogram
ECG Classification
Photoplethysmography (PPG)
4 benchmarks
4 papers with code
Eeg Decoding
Eeg Decoding
4 papers with code
Lung Disease Classification
Lung Disease Classification
4 papers with code
Lung Nodule Detection
Lung Nodule Detection
1 benchmark
4 papers with code
Magnetic Resonance Fingerprinting
Magnetic Resonance Fingerprinting
4 papers with code
Metal Artifact Reduction
Metal Artifact Reduction
4 papers with code
Pain Intensity Regression
Pain Intensity Regression
1 benchmark
4 papers with code
Seizure prediction
Seizure prediction
1 benchmark
4 papers with code
Diabetic Retinopathy Grading
Diabetic Retinopathy Grading
1 benchmark
3 papers with code
Medical Report Generation
Medical Report Generation
3 papers with code
Multi-Label Classification Of Biomedical Texts
Multi-Label Classification Of Biomedical Texts
1 benchmark
3 papers with code
Readmission Prediction
Readmission Prediction
3 papers with code
X-Ray
Low-Dose X-Ray Ct Reconstruction
1 papers with code
Medical X-Ray Image Segmentation
1 papers with code
Bone Suppression From Dual Energy Chest X-Rays
Cbct Artifact Reduction
Finding Pulmonary Nodules In Large-Scale Ct Images
See all 8 tasks
Atrial Fibrillation
Atrial Fibrillation Detection
2 benchmarks
2 papers with code
Atrial Fibrillation
Atrial Fibrillation Recurrence Estimation
Diabetic Foot Ulcer Detection
Diabetic Foot Ulcer Detection
2 papers with code
Epilepsy Prediction
Epilepsy Prediction
2 papers with code
Immune Repertoire Classification
Immune Repertoire Classification
2 papers with code
Participant Intervention Comparison Outcome Extraction
Participant Intervention Comparison Outcome Extraction
1 benchmark
2 papers with code
Protein Function Prediction
Protein Function Prediction
2 papers with code
Surgical Gesture Recognition
Surgical Gesture Recognition
2 papers with code
Surgical Skills Evaluation
Surgical Skills Evaluation
2 benchmarks
2 papers with code
Ultrasound
Ultrasound
1 benchmark
1 papers with code
Brain Ventricle Localization And Segmentation In 3D Ultrasound Images
Automated Pulmonary Nodule Detection And Classification
Pulmonary Nodules Classification
1 papers with code
Breast Tissue Identification
Breast Tissue Identification
1 benchmark
1 papers with code
Cancer Metastasis Detection
Cancer Metastasis Detection
1 papers with code
Cervical cancer biopsy identification
Cervical cancer biopsy identification
1 benchmark
1 papers with code
Chemical Reaction Prediction
Chemical Reaction Prediction
1 papers with code
Diabetes Prediction
Diabetes Prediction
1 papers with code
Knee Osteoarthritis Prediction
Knee Osteoarthritis Prediction
1 papers with code
Medical Code Prediction
Medical Code Prediction
1 papers with code
Medical Procedure
Medical Procedure
1 papers with code
Medical Super-Resolution
Medical Super-Resolution
1 papers with code
Molecule Interpretation
Molecule Interpretation
1 papers with code
Population Assignment
Population Assignment
1 papers with code
Pulmonary Embolism Detection
Pulmonary Embolism Detection
1 benchmark
1 papers with code
Pulse wave simulation
Pulse wave simulation
1 papers with code
Single-cell modeling
Single-cell modeling
1 papers with code
White Matter Fiber Tractography
White Matter Fiber Tractography
1 papers with code
breast density classification
breast density classification
1 papers with code
Age-Related Macular Degeneration Classification
Age-Related Macular Degeneration Classification
Ecg Risk Stratification
Ecg Risk Stratification
Fovea Detection
Fovea Detection
Malaria Risk Exposure Prediction
Malaria Risk Exposure Prediction
Molecular Dynamics
Molecular Dynamics
Motion Correction In Multishot Mri
Motion Correction In Multishot Mri
Multi Diseases Detection
Multi Diseases Detection
Muscular Movement Recognition
Muscular Movement Recognition
Optic Cup Detection
Optic Cup Detection
Optic Cup Segmentation
Optic Cup Segmentation
Optic Disc Detection
Optic Disc Detection
Photoplethysmogram simulation
Photoplethysmogram simulation
Sequential Diagnosis
Sequential Diagnosis