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
Large AI Models in Health Informatics: Applications, Challenges, and the FutureCode2
CoD, Towards an Interpretable Medical Agent using Chain of DiagnosisCode2
A Comprehensive Survey on Evidential Deep Learning and Its ApplicationsCode2
A Survey of Reasoning with Foundation ModelsCode2
Evaluating AI systems under uncertain ground truth: a case study in dermatologyCode2
M^2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image SegmentationCode2
BCI: Breast Cancer Immunohistochemical Image Generation through Pyramid Pix2pixCode2
MedPromptX: Grounded Multimodal Prompting for Chest X-ray DiagnosisCode2
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift AdaptationCode1
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DenseNet-161Average Precision0.74Unverified