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 581–590 of 714 papers

TitleStatusHype
Automated Blood Cell Detection and Counting via Deep Learning for Microfluidic Point-of-Care Medical Devices—0
Disease Labeling via Machine Learning is NOT quite the same as Medical Diagnosis—0
Regression Under Human AssistanceCode0
Machine learning approach of automatic identification and counting of blood cellsCode0
Atypical Facial Landmark Localisation with Stacked Hourglass Networks: A Study on 3D Facial Modelling for Medical Diagnosis—0
Demystifying Brain Tumour Segmentation Networks: Interpretability and Uncertainty AnalysisCode1
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features—0
Reinforcement Learning in Healthcare: A Survey—0
D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentationCode0
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques—0
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Benchmark Results

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