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 1–25 of 714 papers

TitleStatusHype
Hear Your Code Fail, Voice-Assisted Debugging for Python—0
AI-Driven Cytomorphology Image Synthesis for Medical DiagnosticsCode0
AI-Driven MRI-based Brain Tumour Segmentation Benchmarking—0
MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized CollaborationCode1
A Framework for Uncertainty Quantification Based on Nearest Neighbors Across Layers—0
A Real-time Endoscopic Image Denoising System—0
Taming Stable Diffusion for Computed Tomography Blind Super-Resolution—0
Dr. GPT Will See You Now, but Should It? Exploring the Benefits and Harms of Large Language Models in Medical Diagnosis using Crowdsourced Clinical Cases—0
MedSeg-R: Reasoning Segmentation in Medical Images with Multimodal Large Language Models—0
Uncertainty-Aware Deep Learning for Automated Skin Cancer Classification: A Comprehensive Evaluation—0
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
A Simple Approximation Algorithm for Optimal Decision Tree—0
Enhancing Monte Carlo Dropout Performance for Uncertainty Quantification—0
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
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Benchmark Results

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