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 276–300 of 714 papers

TitleStatusHype
Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network—0
Deep Ultrasound Denoising Using Diffusion Probabilistic Models—0
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis—0
Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images—0
A Model for Medical Diagnosis Based on Plantar Pressure—0
A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions—0
Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images—0
A metrological framework for uncertainty evaluation in machine learning classification models—0
Deep learning trends for focal brain pathology segmentation in MRI—0
Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease—0
Deep learning-based holographic polarization microscopy—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading—0
Deep Labeling of fMRI Brain Networks Using Cloud Based Processing—0
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets—0
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