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 271–280 of 714 papers

TitleStatusHype
Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices—0
Dependency Decomposition and a Reject Option for Explainable Models—0
A Universal Deep Learning Framework for Real-Time Denoising of Ultrasound Images—0
Advancing Diagnostic Precision: Leveraging Machine Learning Techniques for Accurate Detection of Covid-19, Pneumonia, and Tuberculosis in Chest X-Ray Images—0
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising—0
Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network—0
Deep Ultrasound Denoising Using Diffusion Probabilistic Models—0
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis—0
Deep Sinogram Completion with Image Prior for Metal Artifact Reduction in CT Images—0
A Model for Medical Diagnosis Based on Plantar Pressure—0
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Benchmark Results

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