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 91–100 of 714 papers

TitleStatusHype
Patch2Self: Denoising Diffusion MRI with Self-Supervised LearningCode1
DDXPlus: A New Dataset For Automatic Medical DiagnosisCode1
A Lung Nodule Dataset with Histopathology-based Cancer Type AnnotationCode1
Deep learning for photoacoustic imaging: a surveyCode1
Differences between human and machine perception in medical diagnosisCode1
Deep Reinforcement Learning for Cost-Effective Medical DiagnosisCode1
MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty CalibrationCode1
Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty AnalysisCode1
RareBench: Can LLMs Serve as Rare Diseases Specialists?Code1
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer DiagnosisCode1
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Benchmark Results

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