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 81–90 of 714 papers

TitleStatusHype
Explainable Diabetic Retinopathy Detection and Retinal Image GenerationCode1
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer DiagnosisCode1
Task-driven Semantic Coding via Reinforcement LearningCode1
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge IntegrationCode1
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT ScansCode1
MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architecturesCode1
Prediction of Clinical Risk Factors of Diabetes Using Multiple Machine Learning Techniques Resolving Class ImbalanceCode1
Differences between human and machine perception in medical diagnosisCode1
Deep learning in magnetic resonance prostate segmentation: A review and a new perspectiveCode1
Patch2Self: Denoising Diffusion MRI with Self-Supervised LearningCode1
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Benchmark Results

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