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 471–480 of 714 papers

TitleStatusHype
MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architecturesCode1
Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning—0
Prediction of Clinical Risk Factors of Diabetes Using Multiple Machine Learning Techniques Resolving Class ImbalanceCode1
Ensemble model for pre-discharge icd10 coding prediction—0
Next Wave Artificial Intelligence: Robust, Explainable, Adaptable, Ethical, and Accountable—0
Dependency Decomposition and a Reject Option for Explainable Models—0
ESAD: End-to-end Deep Semi-supervised Anomaly Detection—0
Explaining Predictions of Deep Neural Classifier via Activation Analysis—0
ViDi: Descriptive Visual Data Clustering as Radiologist Assistant in COVID-19 Streamline Diagnostic—0
Differences between human and machine perception in medical diagnosisCode1
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Benchmark Results

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