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 361–370 of 714 papers

TitleStatusHype
A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications—0
Selective classification using a robust meta-learning approach—0
EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks—0
Understanding and Enhancing Robustness of Concept-based Models—0
Collaborative Training of Medical Artificial Intelligence Models with non-uniform LabelsCode0
A Privacy-Preserving Outsourced Data Model in Cloud Environment—0
Utilising physics-guided deep learning to overcome data scarcityCode0
A Tale of Two Cities: Data and Configuration Variances in Robust Deep Learning—0
Introduction and Exemplars of Uncertainty Decomposition—0
Semantic Decomposition Improves Learning of Large Language Models on EHR Data—0
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Benchmark Results

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