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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

15 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

Retinal Vessel Segmentation

25 papers | 10 benchmarks

Lesion Segmentation

30 papers | 10 benchmarks

Medical Image Classification

15 papers | 10 benchmarks

Within-Session Motor Imagery (left hand vs. right hand)

1 papers | 10 benchmarks

Image Deblurring

50 papers | 9 benchmarks

Cell Segmentation

7 papers | 9 benchmarks

Within-Session Motor Imagery (right hand vs. feet)

1 papers | 9 benchmarks

Protein Secondary Structure Prediction

5 papers | 8 benchmarks

COVID-19 Diagnosis

10 papers | 8 benchmarks

Medical Code Prediction

12 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

Heart rate estimation

7 papers | 5 benchmarks

Lung Nodule Segmentation

8 papers | 5 benchmarks

Medical Image Generation

5 papers | 5 benchmarks

ECG Classification

6 papers | 5 benchmarks

Tumor Segmentation

5 papers | 4 benchmarks

Medical Image Registration

8 papers | 4 benchmarks

Breast Cancer Detection

5 papers | 4 benchmarks

Antibody-antigen binding prediction

10 papers | 4 benchmarks

Fovea Detection

2 papers | 4 benchmarks

Spindle Detection

6 papers | 4 benchmarks

Multimodal Sleep Stage Detection

2 papers | 4 benchmarks

Skin Lesion Segmentation

3 papers | 3 benchmarks

Iris Segmentation

1 papers | 3 benchmarks

Heartbeat Classification

3 papers | 3 benchmarks

Protein Function Prediction

1 papers | 3 benchmarks

Multi-tissue Nucleus Segmentation

14 papers | 3 benchmarks

Medical Concept Normalization

5 papers | 3 benchmarks

Diffeomorphic Medical Image Registration

5 papers | 3 benchmarks

Photoplethysmography (PPG) heart rate estimation

7 papers | 3 benchmarks

Pneumonia Detection

8 papers | 3 benchmarks

QRS Complex Detection

2 papers | 3 benchmarks

SpO2 estimation

3 papers | 3 benchmarks

Multiple Sequence Alignment

1 papers | 3 benchmarks

ECG Patient Identification (gallery-probe)

1 papers | 3 benchmarks

Medical Report Generation

4 papers | 3 benchmarks

Quantum Machine Learning

2 papers | 2 benchmarks

Atrial Fibrillation Detection

8 papers | 2 benchmarks

Drug Response Prediction

2 papers | 2 benchmarks

Mortality Prediction

3 papers | 2 benchmarks

Length-of-Stay prediction

3 papers | 2 benchmarks

Blood pressure estimation

2 papers | 2 benchmarks

Automatic Sleep Stage Classification

4 papers | 2 benchmarks

Molecule Captioning

16 papers | 2 benchmarks

Skin Lesion Classification

4 papers | 2 benchmarks

Sleep apnea detection

2 papers | 2 benchmarks

Blind Docking

4 papers | 2 benchmarks

Breast Cancer Histology Image Classification

6 papers | 2 benchmarks

Medical Diagnosis

2 papers | 2 benchmarks

Medical Relation Extraction

3 papers | 2 benchmarks

Myocardial infarction detection

4 papers | 2 benchmarks

Seizure Detection

2 papers | 2 benchmarks

Skin Cancer Segmentation

4 papers | 2 benchmarks

ECG Denoising

5 papers | 2 benchmarks

Brain Decoding

19 papers | 2 benchmarks

Colorectal Gland Segmentation:

8 papers | 2 benchmarks

Lung Nodule Detection

3 papers | 2 benchmarks

Talking Face Generation

2 papers | 2 benchmarks

Voice pathology detection

1 papers | 2 benchmarks

Lung Cancer Diagnosis

1 papers | 2 benchmarks

Multi-Label Classification Of Biomedical Texts

2 papers | 2 benchmarks

Optic Disc Detection

2 papers | 2 benchmarks

Sleep Arousal Detection

4 papers | 2 benchmarks

Pancreas Segmentation

3 papers | 2 benchmarks

Protein Design

1 papers | 2 benchmarks

Surgical Skills Evaluation

2 papers | 2 benchmarks

Synthetic Data Generation

3 papers | 2 benchmarks

Artery/Veins Retinal Vessel Segmentation

2 papers | 2 benchmarks

Congestive Heart Failure detection

2 papers | 2 benchmarks

Muscle Tendon Junction Identification

2 papers | 2 benchmarks

Diabetic Retinopathy Detection

1 papers | 1 benchmarks

Brain Segmentation

2 papers | 1 benchmarks

Skin Cancer Classification

1 papers | 1 benchmarks

3D Medical Imaging Segmentation

2 papers | 1 benchmarks

Diabetic Retinopathy Grading

2 papers | 1 benchmarks

Medical Image Retrieval

1 papers | 1 benchmarks

Liver Segmentation

7 papers | 1 benchmarks

Lung Nodule Classification

8 papers | 1 benchmarks

Single-step retrosynthesis

20 papers | 1 benchmarks

ICU Mortality

1 papers | 1 benchmarks

Nuclear Segmentation

4 papers | 1 benchmarks

Kidney Function

1 papers | 1 benchmarks

Diabetes Prediction

1 papers | 1 benchmarks

EEG Signal Classification

1 papers | 1 benchmarks

Respiratory Failure

2 papers | 1 benchmarks

Clinical Concept Extraction

5 papers | 1 benchmarks

Medical Procedure

1 papers | 1 benchmarks

Property Prediction

0 papers | 1 benchmarks

Predicting Patient Outcomes

1 papers | 1 benchmarks

Eeg Decoding

1 papers | 1 benchmarks

Patient Phenotyping

1 papers | 1 benchmarks

Text-based de novo Molecule Generation

11 papers | 1 benchmarks

Breast Tumour Classification

9 papers | 1 benchmarks

Phenotype classification

1 papers | 1 benchmarks

Semi-supervised Medical Image Classification

4 papers | 1 benchmarks

Protein Language Model

1 papers | 1 benchmarks

Anxiety Detection

1 papers | 1 benchmarks

Chemical Reaction Prediction

1 papers | 1 benchmarks

Low-Dose X-Ray Ct Reconstruction

6 papers | 1 benchmarks

BIRL

3 papers | 1 benchmarks

Infant Brain Mri Segmentation

1 papers | 1 benchmarks

Pulmonary Embolism Detection

1 papers | 1 benchmarks

Optic Cup Segmentation

2 papers | 1 benchmarks

Acne Severity Grading

5 papers | 1 benchmarks

Sleep Quality

1 papers | 1 benchmarks

Alzheimer's Disease Detection

1 papers | 1 benchmarks

Disease Trajectory Forecasting

2 papers | 1 benchmarks

Noise Estimation

5 papers | 1 benchmarks

Seizure prediction

2 papers | 1 benchmarks

Splice Site Prediction

1 papers | 1 benchmarks

Circulatory Failure

2 papers | 1 benchmarks

Pain Intensity Regression

3 papers | 1 benchmarks

TDC ADMET Benchmarking Group

5 papers | 1 benchmarks

Epilepsy Prediction

1 papers | 1 benchmarks

K-complex detection

3 papers | 1 benchmarks

Reagent Prediction

2 papers | 1 benchmarks

Volumetric Medical Image Segmentation

2 papers | 1 benchmarks

Forward reaction prediction

2 papers | 1 benchmarks

Participant Intervention Comparison Outcome Extraction

4 papers | 1 benchmarks

Remaining Length of Stay

1 papers | 1 benchmarks

Transcription Factor Binding Site Prediction

1 papers | 1 benchmarks

Acute Stroke Lesion Segmentation

1 papers | 1 benchmarks

ALS Detection

1 papers | 1 benchmarks

Breast Tissue Identification

1 papers | 1 benchmarks

Ecg Risk Stratification

1 papers | 1 benchmarks

ECG Wave Delineation

1 papers | 1 benchmarks

EMG Signal Prediction

1 papers | 1 benchmarks

Muscle Force Prediction

1 papers | 1 benchmarks

Photoplethysmography (PPG) beat detection

1 papers | 1 benchmarks

Retrosynthesis

2 papers | 1 benchmarks

Cervical cancer biopsy identification

1 papers | 1 benchmarks

Core Promoter Detection

1 papers | 1 benchmarks

Covid Variant Prediction

1 papers | 1 benchmarks

Epigenetic Marks Prediction

1 papers | 1 benchmarks

Medial knee JRF Prediction

1 papers | 1 benchmarks

Odor Descriptor Prediction

1 papers | 1 benchmarks

Optic Cup Detection

1 papers | 1 benchmarks

Promoter Detection

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

X-ray Visual Question Answering

1 papers | 1 benchmarks