SOTAVerified

Medical Diagnosis

Medical Diagnosis is the process of identifying the disease a patient is affected by, based on the assessment of specific risk factors, signs, symptoms and results of exams.

Source: A probabilistic network for the diagnosis of acute cardiopulmonary diseases

Papers

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Showing 51–60 of 714 papers

TitleStatusHype
Enhancing Network Initialization for Medical AI Models Using Large-Scale, Unlabeled Natural ImagesCode1
RCS-YOLO: A Fast and High-Accuracy Object Detector for Brain Tumor DetectionCode1
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerCode1
BMAD: Benchmarks for Medical Anomaly DetectionCode1
Spatially Resolved Gene Expression Prediction from H&E Histology Images via Bi-modal Contrastive LearningCode1
Evaluating the feasibility of using Generative Models to generate Chest X-Ray DataCode1
Xplainer: From X-Ray Observations to Explainable Zero-Shot DiagnosisCode1
TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversarial NetworksCode1
Deep Reinforcement Learning for Cost-Effective Medical DiagnosisCode1
Variational Information Pursuit for Interpretable PredictionsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DenseNet-161Average Precision0.74—Unverified