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 21–30 of 714 papers

TitleStatusHype
SilVar-Med: A Speech-Driven Visual Language Model for Explainable Abnormality Detection in Medical ImagingCode1
MRD-RAG: Enhancing Medical Diagnosis with Multi-Round Retrieval-Augmented GenerationCode1
Secure On-Device Video OOD Detection Without BackpropagationCode1
UnPuzzle: A Unified Framework for Pathology Image AnalysisCode1
HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and ClassificationCode1
AD-LLM: Benchmarking Large Language Models for Anomaly DetectionCode1
CardioLab: Laboratory Values Estimation and Monitoring from Electrocardiogram Signals -- A Multimodal Deep Learning ApproachCode1
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
Belief in the Machine: Investigating Epistemological Blind Spots of Language ModelsCode1
Multi-task Heterogeneous Graph Learning on Electronic Health RecordsCode1
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Benchmark Results

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