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

Showing 1120 of 714 papers

TitleStatusHype
A Survey of Reasoning with Foundation ModelsCode2
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixCode2
A Comprehensive Survey on Evidential Deep Learning and Its ApplicationsCode2
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language ModelsCode2
CoD, Towards an Interpretable Medical Agent using Chain of DiagnosisCode2
Large AI Models in Health Informatics: Applications, Challenges, and the FutureCode2
GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist CollaborationCode2
Evaluating AI systems under uncertain ground truth: a case study in dermatologyCode2
BreastScreening: On the Use of Multi-Modality in Medical Imaging DiagnosisCode1
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift AdaptationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DenseNet-161Average Precision0.74Unverified