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 526–550 of 714 papers

TitleStatusHype
AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey—0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture—0
A Labeling-Free Approach to Supervising Deep Neural Networks for Retinal Blood Vessel Segmentation—0
A lightweight residual network for unsupervised deformable image registration—0
Aligning Characteristic Descriptors with Images for Human-Expert-like Explainability—0
A Logical Neural Network Structure With More Direct Mapping From Logical Relations—0
A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone—0
Ambiguity-Driven Fuzzy C-Means Clustering: How to Detect Uncertain Clustered Records—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
A metrological framework for uncertainty evaluation in machine learning classification models—0
A Model for Medical Diagnosis Based on Plantar Pressure—0
An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating—0
Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning—0
Analyzing the Impact of Adversarial Examples on Explainable Machine Learning—0
Anchored Discrete Factor Analysis—0
An Empirical Evaluation of a Randomized Algorithm for Probabilistic Inference—0
An Empirical Evaluation of Rule Extraction from Recurrent Neural Networks—0
An Empirical Study of Uncertainty Estimation Techniques for Detecting Drift in Data Streams—0
A Neutrosophic Recommender System for Medical Diagnosis Based on Algebraic Neutrosophic Measures—0
A New Approach to Intuitionistic Fuzzy Decision Making Based on Projection Technology and Cosine Similarity Measure—0
A Matrix-based Distance of Pythagorean Fuzzy Set and its Application in Medical Diagnosis—0
A New Medical Diagnosis Method Based on Z-Numbers—0
An Intrinsically Explainable Approach to Detecting Vertebral Compression Fractures in CT Scans via Neurosymbolic Modeling—0
Annotation of negation in the IULA Spanish Clinical Record Corpus—0
A Novel Retinal Image Contrast Enhancement -- Fuzzy-Based Method—0
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Benchmark Results

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