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 421–430 of 714 papers

TitleStatusHype
Selective Ensembles for Consistent Predictions—0
Dialogue Inspectional Summarization with Factual Inconsistency Awareness—0
CVAD: A generic medical anomaly detector based on Cascade VAECode0
SpineOne: A One-Stage Detection Framework for Degenerative Discs and Vertebrae—0
Reliable and Trustworthy Machine Learning for Health Using Dataset Shift Detection—0
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks—0
Minimal Multi-Layer Modifications of Deep Neural Networks—0
A Machine Learning Approach for Delineating Similar Sound Symptoms of Respiratory Conditions on a Smartphone—0
A Generic Knowledge Based Medical Diagnosis Expert System—0
Consistent Counterfactuals for Deep Models—0
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Benchmark Results

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