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 101–150 of 714 papers

TitleStatusHype
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift AdaptationCode1
Pathological Evidence Exploration in Deep Retinal Image DiagnosisCode1
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
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
Breaking the Gold Standard: Extracting Forgotten Data under Exact Unlearning in Large Language Models—0
MedOrch: Medical Diagnosis with Tool-Augmented Reasoning Agents for Flexible Extensibility—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
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
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
Performance of Large Language Models in Supporting Medical Diagnosis and Treatment—0
From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract)Code0
From Complexity to Clarity: Transforming Chest X-ray Reports with Chained Prompting (Student Abstract) AuthorsCode0
A metrological framework for uncertainty evaluation in machine learning classification models—0
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation—0
Two-stage deep learning framework for the restoration of incomplete-ring PET images—0
Agentic Large Language Models, a survey—0
Quantifying Symptom Causality in Clinical Decision Making: An Exploration Using CausaLM—0
Exploring the Efficacy of Partial Denoising Using Bit Plane Slicing for Enhanced Fracture Identification: A Comparative Study of Deep Learning-Based Approaches and Handcrafted Feature Extraction Techniques—0
High Accuracy Pulmonary Vessel Segmentation for Contrast and Non-contrast CT Images and Clinical Evaluation—0
A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions—0
Texture-Aware StarGAN for CT data harmonisation—0
SpecReX: Explainable AI for Raman Spectroscopy—0
BioD2C: A Dual-level Semantic Consistency Constraint Framework for Biomedical VQACode0
The Reliability of LLMs for Medical Diagnosis: An Examination of Consistency, Manipulation, and Contextual Awareness—0
RuCCoD: Towards Automated ICD Coding in RussianCode0
Program Synthesis Dialog Agents for Interactive Decision-MakingCode0
A Novel Retinal Image Contrast Enhancement -- Fuzzy-Based Method—0
Uncertainty-aware abstention in medical diagnosis based on medical texts—0
Improving Interactive Diagnostic Ability of a Large Language Model Agent Through Clinical Experience Learning—0
Random Projections and Natural Sparsity in Time-Series Classification: A Theoretical Analysis—0
Benchmarking Automatic Speech Recognition coupled LLM Modules for Medical Diagnostics—0
Fragility-aware Classification for Understanding Risk and Improving Generalization—0
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Benchmark Results

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