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 281–290 of 714 papers

TitleStatusHype
A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions—0
Deeply-Supervised Density Regression for Automatic Cell Counting in Microscopy Images—0
A metrological framework for uncertainty evaluation in machine learning classification models—0
Deep learning trends for focal brain pathology segmentation in MRI—0
Attention-based Efficient Classification for 3D MRI Image of Alzheimer's Disease—0
Deep learning-based holographic polarization microscopy—0
A Medical Pre-Diagnosis System for Histopathological Image of Breast Cancer—0
A Deep Learning Interpretable Classifier for Diabetic Retinopathy Disease Grading—0
Deep Labeling of fMRI Brain Networks Using Cloud Based Processing—0
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets—0
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Benchmark Results

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