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 201–210 of 714 papers

TitleStatusHype
Comparisons among different stochastic selection of activation layers for convolutional neural networks for healthcare—0
Deep learning trends for focal brain pathology segmentation in MRI—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
D-Score: A White-Box Diagnosis Score for CNNs Based on Mutation Operators—0
DSR: A Collection for the Evaluation of Graded Disease-Symptom Relations—0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture—0
Discovering heterogeneous subpopulations for fine-grained analysis of opioid use and opioid use disorders—0
Comparison of Two Augmentation Methods in Improving Detection Accuracy of Hemarthrosis—0
Comparative performance analysis of the ResNet backbones of Mask RCNN to segment the signs of COVID-19 in chest CT scans—0
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Benchmark Results

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