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Medical

Métriques de performance des modèles IA grand public sur diverses tâches, mettant en valeur la technologie de pointe

Benchmarks de performance des modèles IA

Métriques de performance des modèles IA grand public sur diverses tâches, mettant en valeur la technologie de pointe

Pharmacovigilance

50 articles | 0 benchmarks

SSVEP

50 articles | 0 benchmarks

Diabetic Retinopathy Detection

48 articles | 1 benchmarks

Metal Artifact Reduction

48 articles | 0 benchmarks

Skin Lesion Segmentation

48 articles | 3 benchmarks

EEG

47 articles | 0 benchmarks

Medical Image Analysis

47 articles | 0 benchmarks

Mitosis Detection

47 articles | 0 benchmarks

Electron Tomography

45 articles | 0 benchmarks

Tumor Segmentation

45 articles | 4 benchmarks

ERP

44 articles | 0 benchmarks

Brain Segmentation

43 articles | 1 benchmarks

Quantum Machine Learning

43 articles | 2 benchmarks

Skin Cancer Classification

43 articles | 1 benchmarks

Atrial Fibrillation Detection

42 articles | 2 benchmarks

Disease Prediction

42 articles | 0 benchmarks

3D Medical Imaging Segmentation

41 articles | 1 benchmarks

Diabetic Retinopathy Grading

41 articles | 1 benchmarks

Drug Response Prediction

41 articles | 2 benchmarks

Medical Image Retrieval

41 articles | 1 benchmarks

Photoplethysmography (PPG)

41 articles | 0 benchmarks

Histopathological Image Classification

40 articles | 0 benchmarks

ICU Admission

40 articles | 0 benchmarks

Brain Computer Interface

39 articles | 0 benchmarks

Decision Making Under Uncertainty

38 articles | 0 benchmarks

Medical Image Registration

38 articles | 4 benchmarks

Cardiac Segmentation

37 articles | 0 benchmarks

Iris Recognition

37 articles | 0 benchmarks

Iris Segmentation

37 articles | 3 benchmarks

Readmission Prediction

37 articles | 0 benchmarks

Electromyography (EMG)

36 articles | 0 benchmarks

Medical Image Segmentation

36 articles | 48 benchmarks

Motor Imagery

36 articles | 0 benchmarks

Liver Segmentation

35 articles | 1 benchmarks

Lung Nodule Classification

35 articles | 1 benchmarks

Image Deblurring

34 articles | 9 benchmarks

Magnetic Resonance Fingerprinting

34 articles | 0 benchmarks

Retinal Vessel Segmentation

34 articles | 10 benchmarks

Sleep Stage Detection

34 articles | 16 benchmarks

Arrhythmia Detection

33 articles | 5 benchmarks

Deformable Medical Image Registration

33 articles | 0 benchmarks

Single-step retrosynthesis

33 articles | 1 benchmarks

Skull Stripping

33 articles | 0 benchmarks

Brain Image Segmentation

32 articles | 6 benchmarks

ICU Mortality

32 articles | 1 benchmarks

3D Molecule Generation

31 articles | 0 benchmarks

Nuclear Segmentation

31 articles | 1 benchmarks

Heart rate estimation

29 articles | 5 benchmarks

Mortality Prediction

29 articles | 2 benchmarks

Drug Discovery

28 articles | 28 benchmarks

Heartbeat Classification

28 articles | 3 benchmarks

Kidney Function

28 articles | 1 benchmarks

Length-of-Stay prediction

28 articles | 2 benchmarks

Blood pressure estimation

27 articles | 2 benchmarks

Diabetes Prediction

27 articles | 1 benchmarks

Lung Nodule Segmentation

27 articles | 5 benchmarks

Mamba

27 articles | 0 benchmarks

Medical Code Prediction

27 articles | 7 benchmarks

EEG Signal Classification

26 articles | 1 benchmarks

Protein Secondary Structure Prediction

26 articles | 8 benchmarks

Automatic Sleep Stage Classification

25 articles | 2 benchmarks

Protein Function Prediction

25 articles | 3 benchmarks

Molecule Captioning

24 articles | 2 benchmarks

Respiratory Failure

24 articles | 1 benchmarks

Clinical Concept Extraction

23 articles | 1 benchmarks

Ischemic Stroke Lesion Segmentation

23 articles | 0 benchmarks

Skin Lesion Classification

23 articles | 2 benchmarks

Text-to-Image Generation

23 articles | 13 benchmarks

de novo peptide sequencing

22 articles | 0 benchmarks

Medical Procedure

22 articles | 1 benchmarks

Heart Rate Variability

21 articles | 0 benchmarks

Property Prediction

21 articles | 1 benchmarks

Acoustic echo cancellation

20 articles | 0 benchmarks

CT Reconstruction

20 articles | 0 benchmarks

Sleep apnea detection

20 articles | 2 benchmarks

Cell Segmentation

19 articles | 9 benchmarks

Lung Disease Classification

19 articles | 0 benchmarks

Molecular Docking

19 articles | 0 benchmarks

Predicting Patient Outcomes

19 articles | 1 benchmarks

Medical Image Generation

18 articles | 5 benchmarks

Blind Docking

17 articles | 2 benchmarks

Breast Cancer Histology Image Classification

17 articles | 2 benchmarks

Eeg Decoding

17 articles | 1 benchmarks

Tumour Classification

17 articles | 0 benchmarks

Computational chemistry

16 articles | 0 benchmarks

Computational Phenotyping

15 articles | 0 benchmarks

Medical Diagnosis

15 articles | 2 benchmarks

Medical Relation Extraction

15 articles | 2 benchmarks

Myocardial infarction detection

15 articles | 2 benchmarks

Tomographic Reconstructions

15 articles | 0 benchmarks

Breast Cancer Detection

14 articles | 4 benchmarks

Multi-tissue Nucleus Segmentation

14 articles | 3 benchmarks

Patient Phenotyping

14 articles | 1 benchmarks

Surgical Gesture Recognition

14 articles | 0 benchmarks

Text-based de novo Molecule Generation

14 articles | 1 benchmarks

Breast Tumour Classification

13 articles | 1 benchmarks

Medical Concept Normalization

13 articles | 3 benchmarks

Phenotype classification

13 articles | 1 benchmarks

Seizure Detection

13 articles | 2 benchmarks

Semi-supervised Medical Image Classification

13 articles | 1 benchmarks

Sequential Diagnosis

13 articles | 0 benchmarks

Skin Cancer Segmentation

13 articles | 2 benchmarks

Nuclei Classification

12 articles | 0 benchmarks

Physiological Computing

12 articles | 0 benchmarks

Protein Language Model

12 articles | 1 benchmarks

Anxiety Detection

11 articles | 1 benchmarks

Chemical Reaction Prediction

11 articles | 1 benchmarks

Classification Of Breast Cancer Histology Images

11 articles | 0 benchmarks

COVID-19 Diagnosis

11 articles | 7 benchmarks

Diffeomorphic Medical Image Registration

11 articles | 3 benchmarks

DNA analysis

11 articles | 0 benchmarks

ECG Denoising

11 articles | 2 benchmarks

Lesion Segmentation

11 articles | 10 benchmarks

Low-Dose X-Ray Ct Reconstruction

11 articles | 1 benchmarks

Placenta Segmentation

11 articles | 0 benchmarks

Antibody-antigen binding prediction

10 articles | 4 benchmarks

BIRL

10 articles | 1 benchmarks

Brain Decoding

10 articles | 2 benchmarks

ECG Classification

10 articles | 5 benchmarks

Infant Brain Mri Segmentation

10 articles | 1 benchmarks

Photoplethysmography (PPG) heart rate estimation

10 articles | 3 benchmarks

Pulmonary Embolism Detection

10 articles | 1 benchmarks

Blood Cell Detection

9 articles | 0 benchmarks

Brain Morphometry

9 articles | 0 benchmarks

Brain Tumor Segmentation

9 articles | 11 benchmarks

Colorectal Gland Segmentation:

9 articles | 2 benchmarks

Respiratory Rate Estimation

9 articles | 0 benchmarks

Sleep Staging

9 articles | 0 benchmarks

Automated Pancreas Segmentation

8 articles | 0 benchmarks

EMG Gesture Recognition

8 articles | 0 benchmarks

Fovea Detection

8 articles | 4 benchmarks

Lung Nodule Detection

8 articles | 2 benchmarks

Optic Cup Segmentation

8 articles | 1 benchmarks

Pneumonia Detection

8 articles | 3 benchmarks

Spindle Detection

8 articles | 4 benchmarks

Acne Severity Grading

7 articles | 1 benchmarks

Automatic Liver And Tumor Segmentation

7 articles | 0 benchmarks

Brain Lesion Segmentation From Mri

7 articles | 0 benchmarks

Organ Detection

7 articles | 0 benchmarks

QRS Complex Detection

7 articles | 3 benchmarks

Sleep Quality

7 articles | 1 benchmarks

SpO2 estimation

7 articles | 3 benchmarks

Talking Face Generation

7 articles | 2 benchmarks

Voice pathology detection

7 articles | 2 benchmarks

Alzheimer's Disease Detection

6 articles | 1 benchmarks

breast density classification

6 articles | 0 benchmarks

Disease Trajectory Forecasting

6 articles | 1 benchmarks

Lung Cancer Diagnosis

6 articles | 2 benchmarks

Multi-Label Classification Of Biomedical Texts

6 articles | 2 benchmarks

Multimodal Sleep Stage Detection

6 articles | 4 benchmarks

Noise Estimation

6 articles | 1 benchmarks

Optic Disc Detection

6 articles | 2 benchmarks

Seizure prediction

6 articles | 1 benchmarks

Sleep Arousal Detection

6 articles | 2 benchmarks

Splice Site Prediction

6 articles | 1 benchmarks

Circulatory Failure

5 articles | 1 benchmarks

DeepFake Detection

5 articles | 11 benchmarks

Genetic Risk Prediction

5 articles | 0 benchmarks

Pain Intensity Regression

5 articles | 1 benchmarks

Pancreas Segmentation

5 articles | 2 benchmarks

RNA 3D STRUCTURE PREDICTION

5 articles | 0 benchmarks

Sleep Micro-event detection

5 articles | 0 benchmarks

TDC ADMET Benchmarking Group

5 articles | 1 benchmarks

Bladder Segmentation

4 articles | 0 benchmarks

Epidemiology

4 articles | 0 benchmarks

Epilepsy Prediction

4 articles | 1 benchmarks

Genome Understanding

4 articles | 0 benchmarks

K-complex detection

4 articles | 1 benchmarks

MHC presentation prediction

4 articles | 0 benchmarks

Multi-Subject Fmri Data Alignment

4 articles | 0 benchmarks

Reagent Prediction

4 articles | 1 benchmarks

Single-cell modeling

4 articles | 0 benchmarks

Sleep Quality Prediction

4 articles | 0 benchmarks

Therapeutics Data Commons

4 articles | 0 benchmarks

Volumetric Medical Image Segmentation

4 articles | 1 benchmarks

Cancer Metastasis Detection

3 articles | 0 benchmarks

Chemical Entity Recognition

3 articles | 0 benchmarks

Chemical-Protein Interaction Extraction

3 articles | 0 benchmarks

Diabetic Foot Ulcer Detection

3 articles | 0 benchmarks

Forward reaction prediction

3 articles | 1 benchmarks

Immune Repertoire Classification

3 articles | 0 benchmarks

MonkeyPox Diagnosis

3 articles | 0 benchmarks

Motion Correction In Multishot Mri

3 articles | 0 benchmarks

Multi-Focus Microscopical Images Fusion

3 articles | 0 benchmarks

Participant Intervention Comparison Outcome Extraction

3 articles | 1 benchmarks

Protein Design

3 articles | 2 benchmarks

Pulmonary Nodules Classification

3 articles | 0 benchmarks

Remaining Length of Stay

3 articles | 1 benchmarks

Respiratory motion forecasting

3 articles | 0 benchmarks

Skin Lesion Identification

3 articles | 0 benchmarks

Surgical Skills Evaluation

3 articles | 2 benchmarks

Synthetic Data Generation

3 articles | 2 benchmarks

Transcription Factor Binding Site Prediction

3 articles | 1 benchmarks

Whole Mammogram Classification

3 articles | 0 benchmarks

Acute Stroke Lesion Segmentation

2 articles | 1 benchmarks

ALS Detection

2 articles | 1 benchmarks

Artery/Veins Retinal Vessel Segmentation

2 articles | 2 benchmarks

Automated Pulmonary Nodule Detection And Classification

2 articles | 0 benchmarks

Bone Suppression From Dual Energy Chest X-Rays

2 articles | 0 benchmarks

Breast Mass Segmentation In Whole Mammograms

2 articles | 0 benchmarks

Breast Tissue Identification

2 articles | 1 benchmarks

ECG QRS Detection

2 articles | 0 benchmarks

Ecg Risk Stratification

2 articles | 1 benchmarks

ECG Wave Delineation

2 articles | 1 benchmarks

EMG Signal Prediction

2 articles | 1 benchmarks

Hypertension detection

2 articles | 0 benchmarks

Malaria Risk Exposure Prediction

2 articles | 0 benchmarks

Mass Segmentation From Mammograms

2 articles | 0 benchmarks

Medical X-Ray Image Segmentation

2 articles | 0 benchmarks

mental arithmetic task

2 articles | 0 benchmarks

Multiple Sequence Alignment

2 articles | 3 benchmarks

Muscle Force Prediction

2 articles | 1 benchmarks

Muscular Movement Recognition

2 articles | 0 benchmarks

Oral Cancer Classification

2 articles | 0 benchmarks

Photoplethysmography (PPG) beat detection

2 articles | 1 benchmarks

Quantum State Tomography

2 articles | 0 benchmarks

Retrosynthesis

2 articles | 1 benchmarks

Semantic Segmentation Of Orthoimagery

2 articles | 0 benchmarks

Splenomegaly Segmentation On Multi-Modal Mri

2 articles | 0 benchmarks

White Matter Fiber Tractography

2 articles | 0 benchmarks

Atrial Fibrillation

1 articles | 0 benchmarks

Atrial Fibrillation Recurrence Estimation

1 articles | 0 benchmarks

Brain Ventricle Localization And Segmentation In 3D Ultrasound Images

1 articles | 0 benchmarks

Cancer

1 articles | 0 benchmarks

Catalytic activity prediction

1 articles | 0 benchmarks

Cbct Artifact Reduction

1 articles | 0 benchmarks

Cerebrovascular Network Segmentation

1 articles | 0 benchmarks

Cervical cancer biopsy identification

1 articles | 1 benchmarks

Cervical Nucleus Detection

1 articles | 0 benchmarks

Cervical Spondylosis Identification

1 articles | 0 benchmarks

Chemical-Disease Interaction Extraction

1 articles | 0 benchmarks

Age-Related Macular Degeneration Classification

1 articles | 0 benchmarks

Colon Cancer Detection In Confocal Laser Microscopy Images

1 articles | 0 benchmarks

Congestive Heart Failure detection

1 articles | 2 benchmarks

Core Promoter Detection

1 articles | 1 benchmarks

Covid Variant Prediction

1 articles | 1 benchmarks

Discovery Of Integrative Cancer Subtypes

1 articles | 0 benchmarks

Domain/Motif Prediction

1 articles | 0 benchmarks

ECG Patient Identification

1 articles | 0 benchmarks

ECG Patient Identification (gallery-probe)

1 articles | 3 benchmarks

Epigenetic Marks Prediction

1 articles | 1 benchmarks

Finding Pulmonary Nodules In Large-Scale Ct Images

1 articles | 0 benchmarks

Functional Description Generation

1 articles | 0 benchmarks

Joint Vertebrae Identification And Localization In Spinal Ct Images

1 articles | 0 benchmarks

Knee Osteoarthritis Prediction

1 articles | 0 benchmarks

lifetime image denoising

1 articles | 0 benchmarks

Mammogram

1 articles | 0 benchmarks

Mammographic Breast Positioning Assessment

1 articles | 0 benchmarks

Mapping Of Lung Nodules In Low-Dose Ct Images

1 articles | 0 benchmarks

Medial knee JRF Prediction

1 articles | 1 benchmarks

Medical Image Classification

1 articles | 10 benchmarks

Medical Report Generation

1 articles | 3 benchmarks

Medical Super-Resolution

1 articles | 0 benchmarks

Medical waveform analysis

1 articles | 0 benchmarks

Molecular Dynamics

1 articles | 0 benchmarks

Molecular geometry optimization

1 articles | 0 benchmarks

Molecule Interpretation

1 articles | 0 benchmarks

Multi Diseases Detection

1 articles | 0 benchmarks

Muscle Tendon Junction Identification

1 articles | 2 benchmarks

Odor Descriptor Prediction

1 articles | 1 benchmarks

Optic Cup Detection

1 articles | 1 benchmarks

Outcome Prediction In Multimodal Mri

1 articles | 0 benchmarks

Patient Outcomes

1 articles | 0 benchmarks

Photoplethysmogram simulation

1 articles | 0 benchmarks

Population Assignment

1 articles | 0 benchmarks

Prediction Of Cancer Cell Line Sensitivity

1 articles | 0 benchmarks

Promoter Detection

1 articles | 1 benchmarks

Protein complex prediction

1 articles | 0 benchmarks

Pulse wave simulation

1 articles | 0 benchmarks

Radiologist Binary Classification

1 articles | 0 benchmarks

Radiomics-based Classification

1 articles | 0 benchmarks

Registration Of Sparse Clinical Images

1 articles | 0 benchmarks

Shadow Confidence Maps In Ultrasound Imaging

1 articles | 0 benchmarks

Skin

1 articles | 0 benchmarks

Synthesizing Multi-Parameter Magnetic Resonance Imaging (Mp-Mri) Data

1 articles | 0 benchmarks

Tomography

1 articles | 0 benchmarks

Transcription Factor Binding Site Prediction (Human)

1 articles | 1 benchmarks

Transcription Factor Binding Site Prediction (Mouse)

1 articles | 1 benchmarks

Ultrasound

1 articles | 1 benchmarks

Ventricular fibrillation detection

1 articles | 0 benchmarks

Within-Session ERP

1 articles | 15 benchmarks

Within-Session Motor Imagery

1 articles | 0 benchmarks

Within-Session Motor Imagery (all classes)

1 articles | 6 benchmarks

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

1 articles | 10 benchmarks

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

1 articles | 9 benchmarks

Within-Session SSVEP

1 articles | 7 benchmarks

X-Ray

1 articles | 0 benchmarks

X-ray Visual Question Answering

1 articles | 1 benchmarks