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 151–200 of 714 papers

TitleStatusHype
HAGAN: Hybrid Augmented Generative Adversarial Network for Medical Image Synthesis—0
Tiny Deep Ensemble: Uncertainty Estimation in Edge AI Accelerators via Ensembling Normalization Layers with Shared Weights—0
Cross-Modal Domain Adaptation in Brain Disease Diagnosis: Maximum Mean Discrepancy-based Convolutional Neural Networks—0
Key Patches Are All You Need: A Multiple Instance Learning Framework For Robust Medical DiagnosisCode1
Enhancing Deep Learning Model Explainability in Brain Tumor Datasets using Post-Heuristic Approaches—0
ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference OptimizationCode0
Multimodal Fusion on Low-quality Data: A Comprehensive Survey—0
Taming False Positives in Out-of-Distribution Detection with Human FeedbackCode0
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution—0
CausalLP: Learning causal relations with weighted knowledge graph link predictionCode0
GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist CollaborationCode2
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-MakingCode3
Nuclei Instance Segmentation of Cryosectioned H&E Stained Histological Images using Triple U-Net Architecture—0
Self-Supervised Learning Featuring Small-Scale Image Dataset for Treatable Retinal Diseases Classification—0
Comparison of algorithms in Foreign Exchange Rate Prediction—0
Conversational Disease Diagnosis via External Planner-Controlled Large Language ModelsCode0
Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes—0
SpikingJET: Enhancing Fault Injection for Fully and Convolutional Spiking Neural Networks—0
Parallel Implementations Assessment of a Spatial-Spectral Classifier for Hyperspectral Clinical Applications—0
Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm—0
Learning To Guide Human Decision Makers With Vision-Language Models—0
Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis—0
MedPromptX: Grounded Multimodal Prompting for Chest X-ray DiagnosisCode2
Enhancing Medical Support in the Arabic Language Through Personalized ChatGPT Assistance—0
MLVICX: Multi-Level Variance-Covariance Exploration for Chest X-ray Self-Supervised Representation Learning—0
ContrastDiagnosis: Enhancing Interpretability in Lung Nodule Diagnosis Using Contrastive Learning—0
AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models—0
Lightweight, error-tolerant edge detection using memristor-enabled stochastic logics—0
Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation—0
RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning—0
Multi-View Conformal Learning for Heterogeneous Sensor FusionCode0
The Value of Context: Human versus Black Box Evaluators—0
PFCM: Poisson flow consistency models for low-dose CT image denoising—0
Spatio-spectral classification of hyperspectral images for brain cancer detection during surgical operations—0
RareBench: Can LLMs Serve as Rare Diseases Specialists?Code1
Neural machine translation of clinical procedure codes for medical diagnosis and uncertainty quantification—0
Statistical Test for Anomaly Detections by Variational Auto-Encoders—0
AI-Enhanced Virtual Reality in Medicine: A Comprehensive Survey—0
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language ModelsCode2
Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model—0
Evaluating LLM -- Generated Multimodal Diagnosis from Medical Images and Symptom Analysis—0
Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease—0
A Bi-Pyramid Multimodal Fusion Method for the Diagnosis of Bipolar Disorders—0
Developing ChatGPT for Biology and Medicine: A Complete Review of Biomedical Question Answering—0
Uncertainty Quantification on Clinical Trial Outcome PredictionCode1
Backdoor Defense via Test-Time Detecting and Repairing—0
Tractable Function-Space Variational Inference in Bayesian Neural NetworksCode0
Plug-and-Play Regularization on Magnitude with Deep Priors for 3D Near-Field MIMO ImagingCode1
A Survey on Open-Set Image Recognition—0
On support vector machines under a multiple-cost scenario—0
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Benchmark Results

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