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 31–40 of 714 papers

TitleStatusHype
Electrical Impedance Tomography: A Fair Comparative Study on Deep Learning and Analytic-based ApproachesCode1
Automated detection of COVID-19 cases from chest X-ray images using deep neural network and XGBoostCode1
A Two-Stage Generative Model with CycleGAN and Joint Diffusion for MRI-based Brain Tumor DetectionCode1
Deep learning in magnetic resonance prostate segmentation: A review and a new perspectiveCode1
A Benchmark of Medical Out of Distribution DetectionCode1
Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT ScansCode1
Deep learning for photoacoustic imaging: a surveyCode1
Deep Reinforcement Learning for Cost-Effective Medical DiagnosisCode1
Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty QuantificationCode1
Cross-modal Memory Networks for Radiology Report GenerationCode1
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Benchmark Results

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