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
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction TaskCode1
Deep learning for photoacoustic imaging: a surveyCode1
An artificial intelligence system for predicting the deterioration of COVID-19 patients in the emergency departmentCode1
A Benchmark of Medical Out of Distribution DetectionCode1
BreastScreening: On the Use of Multi-Modality in Medical Imaging DiagnosisCode1
UnMask: Adversarial Detection and Defense Through Robust Feature AlignmentCode1
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localizationCode1
Expectation Maximization with Bias-Corrected Calibration is Hard-To-Beat at Label Shift AdaptationCode1
Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty AnalysisCode1
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Benchmark Results

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