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 551–560 of 714 papers

TitleStatusHype
UnMask: Adversarial Detection and Defense Through Robust Feature AlignmentCode1
Learning Fair Scoring Functions: Bipartite Ranking under ROC-based Fairness Constraints—0
CheXclusion: Fairness gaps in deep chest X-ray classifiersCode1
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localizationCode1
Learning to Predict Error for MRI Reconstruction—0
Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks—0
Improving the Ability of Deep Neural Networks to Use Information From Multiple Views in Breast Cancer Screening—0
Morphological Signature for Improvement of Weakly Supervised Segmentation of Quadriceps Muscles on Magnetic Resonance Imaging Data—0
Which MOoD Methods work? A Benchmark of Medical Out of Distribution Detection—0
Representation Learning for Medical DataCode0
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Benchmark Results

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