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 451–475 of 714 papers

TitleStatusHype
Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model—0
Identifying the Context Shift between Test Benchmarks and Production Data—0
Image Processing on IOPA Radiographs: A comprehensive case study on Apical Periodontitis—0
IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules—0
Improve Uncertainty Estimation for Unknown Classes in Bayesian Neural Networks with Semi-Supervised /One Set Classification—0
Improving Interactive Diagnostic Ability of a Large Language Model Agent Through Clinical Experience Learning—0
Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units—0
Improving the Ability of Deep Neural Networks to Use Information From Multiple Views in Breast Cancer Screening—0
Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation—0
Incremental Topic-Based Translation Model Adaptation for Conversational Spoken Language Translation—0
Induction and Uncertainty Management Techniques Applied to Veterinary Medical Diagnosis—0
Information Extraction from German Patient Records via Hybrid Parsing and Relation Extraction Strategies—0
Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation—0
Interpretable Hybrid-Rule Temporal Point Processes—0
Interpretable Medical Imagery Diagnosis with Self-Attentive Transformers: A Review of Explainable AI for Health Care—0
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes—0
Introduction and Exemplars of Uncertainty Decomposition—0
JingFang: A Traditional Chinese Medicine Large Language Model of Expert-Level Medical Diagnosis and Syndrome Differentiation-Based Treatment—0
Jury Learning: Integrating Dissenting Voices into Machine Learning Models—0
Justifying Diagnosis Decisions by Deep Neural Networks—0
Kernel-Based Distributed Q-Learning: A Scalable Reinforcement Learning Approach for Dynamic Treatment Regimes—0
KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis—0
Knowledge-Aware Deep Dual Networks for Text-Based Mortality Prediction—0
Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis—0
Learning and inference in knowledge-based probabilistic model for medical diagnosis—0
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Benchmark Results

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