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Medical | State-of-the-Art
Medical
Explore cutting-edge benchmarks and research
731
Benchmarks
308
Tasks
1185
Papers
Medical Image Segmentation
Medical Image Segmentation
44
benchmarks
10
papers
Lesion Segmentation
10
benchmarks
10
papers
Brain Tumor Segmentation
9
benchmarks
10
papers
Cell Segmentation
9
benchmarks
10
papers
Skin Lesion Segmentation
2
benchmarks
10
papers
Brain Segmentation
1
benchmarks
10
papers
Retinal Vessel Segmentation
8
benchmarks
10
papers
Semi-supervised Medical Image Segmentation
5
benchmarks
10
papers
MRI segmentation
0
benchmarks
8
papers
Cardiac Segmentation
0
benchmarks
10
papers
Show 23 more tasks
Show 23 more
2D Classification
Neural Network Compression
1
benchmarks
10
papers
Music Source Separation
3
benchmarks
10
papers
Cell Detection
4
benchmarks
10
papers
Plant Phenotyping
0
benchmarks
10
papers
open-set classification
0
benchmarks
10
papers
Anomaly Classification
0
benchmarks
10
papers
Multi-label Image Recognition with Partial Labels
3
benchmarks
8
papers
Color Normalization
0
benchmarks
6
papers
Melanoma Diagnosis
0
benchmarks
4
papers
Pain Intensity Regression
1
benchmarks
1
papers
Show 6 more tasks
Show 6 more
Classification
Classification
35
benchmarks
10
papers
Text Classification
64
benchmarks
10
papers
Graph Classification
65
benchmarks
10
papers
Audio Classification
20
benchmarks
10
papers
Medical Image Classification
7
benchmarks
10
papers
Plant Phenotyping
0
benchmarks
10
papers
Morphology classification
0
benchmarks
8
papers
Classifier calibration
1
benchmarks
9
papers
Multi-modal Classification
2
benchmarks
9
papers
Learning with coarse labels
4
benchmarks
4
papers
Show 6 more tasks
Show 6 more
Electrocardiography (ECG)
Mortality Prediction
2
benchmarks
10
papers
ECG Classification
4
benchmarks
9
papers
Electrocardiography (ECG)
0
benchmarks
9
papers
Arrhythmia Detection
5
benchmarks
9
papers
Heart Rate Variability
0
benchmarks
10
papers
Heartbeat Classification
3
benchmarks
6
papers
Myocardial infarction detection
2
benchmarks
4
papers
ECG Denoising
1
benchmarks
2
papers
QRS Complex Detection
3
benchmarks
1
papers
ECG Wave Delineation
1
benchmarks
2
papers
Show 4 more tasks
Show 4 more
Cancer
Breast Cancer Detection
0
benchmarks
0
papers
Skin Cancer Classification
0
benchmarks
0
papers
Lung Cancer Diagnosis
0
benchmarks
0
papers
Breast Cancer Histology Image Classification
0
benchmarks
0
papers
Prediction Of Cancer Cell Line Sensitivity
0
benchmarks
0
papers
Classification Of Breast Cancer Histology Images
0
benchmarks
0
papers
Oral Cancer Classification
0
benchmarks
0
papers
Discovery Of Integrative Cancer Subtypes
0
benchmarks
0
papers
Colon Cancer Detection In Confocal Laser Microscopy Images
0
benchmarks
0
papers
Cancer
0
benchmarks
0
papers
Sleep Quality
Sleep Stage Detection
15
benchmarks
10
papers
Sleep Quality
1
benchmarks
10
papers
Spindle Detection
4
benchmarks
6
papers
Sleep apnea detection
2
benchmarks
6
papers
Sleep Micro-event detection
0
benchmarks
5
papers
Multimodal Sleep Stage Detection
4
benchmarks
4
papers
Sleep Arousal Detection
2
benchmarks
4
papers
K-complex detection
1
benchmarks
3
papers
Sleep Quality Prediction
0
benchmarks
1
papers
X-Ray
Medical X-Ray Image Segmentation
0
benchmarks
0
papers
Low-Dose X-Ray Ct Reconstruction
0
benchmarks
0
papers
Bone Suppression From Dual Energy Chest X-Rays
0
benchmarks
0
papers
Joint Vertebrae Identification And Localization In Spinal Ct Images
0
benchmarks
0
papers
Finding Pulmonary Nodules In Large-Scale Ct Images
0
benchmarks
0
papers
Mapping Of Lung Nodules In Low-Dose Ct Images
0
benchmarks
0
papers
Cbct Artifact Reduction
0
benchmarks
0
papers
X-Ray
0
benchmarks
0
papers
Electroencephalogram (EEG)
EEG
0
benchmarks
0
papers
EEG Artifact Removal
0
benchmarks
0
papers
Attention Score Prediction
0
benchmarks
0
papers
Noise Level Prediction
0
benchmarks
0
papers
Semanticity prediction
2
benchmarks
1
papers
LWR Classification
0
benchmarks
0
papers
EEG Denoising
0
benchmarks
0
papers
Multi-Label Classification
Multi-Label Classification
10
benchmarks
10
papers
Missing Labels
0
benchmarks
10
papers
Extreme Multi-Label Classification
0
benchmarks
10
papers
Medical Code Prediction
7
benchmarks
10
papers
Hierarchical Multi-label Classification
16
benchmarks
9
papers
Molecular Property Prediction
Molecular Property Prediction
18
benchmarks
10
papers
3D Geometry Prediction
2
benchmarks
4
papers
NMR J-coupling
1
benchmarks
1
papers
Odor Descriptor Prediction
1
benchmarks
1
papers
mixture property prediction
0
benchmarks
1
papers
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