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 411–420 of 714 papers

TitleStatusHype
Calibration Regularized Training of Deep Neural Networks using Kernel Density Estimation—0
Sample Complexity of Deep Active Learning—0
Toward a Fairness-Aware Scoring System for Algorithmic Decision-Making—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoostCode1
Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation—0
Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failureCode0
Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks—0
Detecting OODs as datapoints with High Uncertainty—0
White blood cell subtype detection and classification—0
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Benchmark Results

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