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 301–310 of 714 papers

TitleStatusHype
Deep Reinforcement Learning for Cost-Effective Medical DiagnosisCode1
MedViT: A Robust Vision Transformer for Generalized Medical Image ClassificationCode2
Uncertainty-Estimation with Normalized Logits for Out-of-Distribution Detection—0
RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget—0
Variational Information Pursuit for Interpretable PredictionsCode1
Conformalized Semi-supervised Random Forest for Classification and Abnormality DetectionCode0
A sliced-Wasserstein distance-based approach for out-of-class-distribution detection—0
Diagrammatization and Abduction to Improve AI Interpretability With Domain-Aligned Explanations for Medical Diagnosis—0
Master's Thesis: Out-of-distribution Detection with Energy-based ModelsCode0
Statistical reproducibility of meta-analysis research claims for medical mask use in community settings to prevent COVID infection—0
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Benchmark Results

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