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 21–30 of 714 papers

TitleStatusHype
Backward Conformal PredictionCode0
Expert-Like Reparameterization of Heterogeneous Pyramid Receptive Fields in Efficient CNNs for Fair Medical Image Classification—0
SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis—0
MedCaseReasoning: Evaluating and learning diagnostic reasoning from clinical case reportsCode1
A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law—0
IP-CRR: Information Pursuit for Interpretable Classification of Chest Radiology ReportsCode0
Multimodal Large Language Models for Medicine: A Comprehensive Survey—0
Interpretable Hybrid-Rule Temporal Point Processes—0
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical ImagingCode1
Performance of Large Language Models in Supporting Medical Diagnosis and Treatment—0
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Benchmark Results

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