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 41–50 of 714 papers

TitleStatusHype
A Benchmark of Medical Out of Distribution DetectionCode1
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoostCode1
Belief in the Machine: Investigating Epistemological Blind Spots of Language ModelsCode1
Deep Reinforcement Learning for Cost-Effective Medical DiagnosisCode1
BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor DetectionCode1
A Lung Nodule Dataset with Histopathology-based Cancer Type AnnotationCode1
Detecting Anomalies within Time Series using Local Neural TransformationsCode1
CardioLab: Laboratory Values Estimation and Monitoring from Electrocardiogram Signals -- A Multimodal Deep Learning ApproachCode1
Maximum Likelihood with Bias-Corrected Calibration is Hard-To-Beat at Label Shift AdaptationCode1
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantificationCode1
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Benchmark Results

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