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 11–20 of 714 papers

TitleStatusHype
Stable Vision Concept Transformers for Medical Diagnosis—0
INP-Former++: Advancing Universal Anomaly Detection via Intrinsic Normal Prototypes and Residual LearningCode3
MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility—0
Breaking the Gold Standard: Extracting Forgotten Data under Exact Unlearning in Large Language Models—0
Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization—0
AMQA: An Adversarial Dataset for Benchmarking Bias of LLMs in Medicine and HealthcareCode0
A Comprehensive Survey on the Risks and Limitations of Concept-based Models—0
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings—0
Enhancing Monte Carlo Dropout Performance for Uncertainty Quantification—0
A Simple Approximation Algorithm for Optimal Decision Tree—0
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Benchmark Results

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