首页|Shanghai Jiao Tong University School of Medicine Reports Findings in Artificial Intelligence (Prediagnosis recognition of acute ischemic stroke by artificial in telligence from facial images)
Shanghai Jiao Tong University School of Medicine Reports Findings in Artificial Intelligence (Prediagnosis recognition of acute ischemic stroke by artificial in telligence from facial images)
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By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News-New research on Artificial Intelligenc e is the subject of a report. According to news originating from Shanghai, Peopl e's Republic of China, by NewsRx correspondents, research stated, "Stroke is a m ajor threat to life and health in modern society, especially in the aging popula tion. Stroke may cause sudden death or severe sequela-like hemiplegia." Financial supporters for this research include National Natural Science Foundati on of China, Ministry of Science and Technology of the People's Republic of Chin a. Our news journalists obtained a quote from the research from the Shanghai Jiao T ong University School of Medicine, "Although computed tomography (CT) and magnet ic resonance imaging (MRI) are standard diagnosis methods, and artificial intell igence models have been built based on these images, shortage in medical resourc es and the time and cost of CT/MRI imaging hamper fast detection, thus increasin g the severity of stroke. Here, we developed a convolutional neural network mode l by integrating four networks, Xception, ResNet50, VGG19, and EfficientNetb1, t o recognize stroke based on 2D facial images with a cross-validation area under curve (AUC) of 0.91 within the training set of 185 acute ischemic stroke patient s and 551 age- and sex-matched controls, and AUC of 0.82 in an independent data set regardless of age and sex. The model computed stroke probability was quantit atively associated with facial features, various clinical parameters of blood cl otting indicators and leukocyte counts, and, more importantly, stroke incidence in the near future."
ShanghaiPeople's Republic of ChinaAs iaArtificial IntelligenceCerebrovascular Diseases and ConditionsEmerging T echnologiesHealth and MedicineMachine LearningStroke
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