Publications by authors named "E Huan"
sCD48 is elevated in diseases characterized by IgE and eosinophilia. Thus, serum levels sCD48 were evaluated in relation to clinical characteristics of Bullous pemphigoid (BP) patients. sCD48 levels were determined by ELISA in sera from 26 patients with classic BP and 26 healthy controls.
View Article and Find Full Text PDFMultilevel and Multiscale Feature Aggregation in Deep Networks for Facial Constitution Classification.
Comput Math Methods Med
August 2020
Constitution classification is the basis and core content of TCM constitution research. In order to improve the accuracy of constitution classification, this paper proposes a multilevel and multiscale features aggregation method within the convolutional neural network, which consists of four steps. First, it uses the pretrained VGG16 as the basic network and then refines the network structure through supervised feature learning so as to capture local image features.
View Article and Find Full Text PDFBackground: Current Chinese medicine has an urgent demand for convenient medical services. When facing a large number of patients, understanding patients' questions automatically and precisely is useful. Different from the high professional medical text, patients' questions contain only a small amount of descriptions regarding the symptoms, and the questions are slightly professional and colloquial.
View Article and Find Full Text PDFDeep Convolutional Neural Networks for Classifying Body Constitution Based on Face Image.
Comput Math Methods Med
August 2018
Article Synopsis
- Body constitution classification is a key area in traditional Chinese medicine (TCM), which aims to categorize individuals based on their unique physical characteristics.
- Traditional methods like questionnaires are often slow and less accurate, prompting the development of a new technique.
- The paper introduces a deep convolutional neural network algorithm that analyzes facial images to classify body constitution types, achieving a classification accuracy of 65.29%, which has been well-received by practitioners in the field.
We evaluated the effect of increasing doses of Escherichia coli endotoxin and its rate of administration on systemic blood pressure, alveolar-arterial oxygen gradient (A- aDO2 1.0), dynamic compliance (Cdyn), circulating platelets and leukocytes, and postmortem bloodless wet to dry ratios in anesthetized rabbits. Infusion of endotoxin resulted in systemic hypotension, diminished Cdyn, thrombocytopenia, and leukopenia, but did not influence venous admixture.
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