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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 714 papers

TitleStatusHype
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
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and ClassificationCode1
An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating—0
Protecting Intellectual Property of EEG-based Neural Networks with WatermarkingCode0
Bridging the inference gap in Mutimodal Variational Autoencoders—0
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier CalibrationCode0
JingFang: A Traditional Chinese Medicine Large Language Model of Expert-Level Medical Diagnosis and Syndrome Differentiation-Based Treatment—0
Decision Theoretic Foundations for Conformal Prediction: Optimal Uncertainty Quantification for Risk-Averse Agents—0
VerteNet -- A Multi-Context Hybrid CNN Transformer for Accurate Vertebral Landmark Localization in Lateral Spine DXA ImagesCode0
Fairshare Data Pricing via Data Valuation for Large Language Models—0
Towards Explainable Multimodal Depression Recognition for Clinical InterviewsCode0
A deep architecture based on attention mechanisms for effective end-to-end detection of early and mature malaria parasites in a realistic scenarioCode0
Feedback-Aware Monte Carlo Tree Search for Efficient Information Seeking in Goal-Oriented Conversations—0
Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models—0
Unfolding Tensors to Identify the Graph in Discrete Latent Bipartite Graphical Models—0
Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 DetectionCode0
Leveraging Scale-aware Representations for improved Concept-Representation Alignment in ViTs—0
A 65 nm Bayesian Neural Network Accelerator with 360 fJ/Sample In-Word GRNG for AI Uncertainty Estimation—0
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets—0
Multi-modal Medical Diagnosis via Large-small Model Collaboration—0
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Benchmark Results

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