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 291–300 of 714 papers

TitleStatusHype
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents—0
A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning—0
Ambiguity-Driven Fuzzy C-Means Clustering: How to Detect Uncertain Clustered Records—0
Data Obfuscation through Latent Space Projection (LSP) for Privacy-Preserving AI Governance: Case Studies in Medical Diagnosis and Finance Fraud Detection—0
Transforming Multidimensional Time Series into Interpretable Event Sequences for Advanced Data Mining—0
Asymmetric error control under imperfect supervision: a label-noise-adjusted Neyman-Pearson umbrella algorithm—0
CT-image Super Resolution Using 3D Convolutional Neural Network—0
A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone—0
A Deep Learning Approach for Diabetic Retinopathy detection using Transfer Learning—0
A Comprehensive Study on the Applications of Machine Learning for the Medical Diagnosis and Prognosis of Asthma—0
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Benchmark Results

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