Publications by authors named "Rui-Xuan Zheng"
Introduction: The aim of this work was to determine the feasibility of using a deep learning approach to predict occult lymph node metastasis (OLM) based on preoperative FDG-PET/CT images in patients with clinical node-negative (cN0) lung adenocarcinoma.
Materials And Methods: Dataset 1 (for training and internal validation) included 376 consecutive patients with cN0 lung adenocarcinoma from our hospital between May 2012 and May 2021. Dataset 2 (for prospective test) used 58 consecutive patients with cN0 lung adenocarcinoma from June 2021 to February 2022 at the same center.
Article Synopsis
- * The study involved 33 FES patients and 34 HCs performing verbal fluency tests, with their brain activity analyzed using support vector machine (SVM) and deep neural network (DNN) classifiers.
- * The DNN classifier outperformed SVM with an accuracy of 79.7%, indicating that NIRS may be a promising tool for distinguishing FES patients from healthy individuals, though more research is needed to validate these findings.
Objective: This study intends to explore the effect of parent-training program on the rehabilitation intervention in children with autism spectrum disorder (ASD) in Chinese-speaking areas of China by offering parent skill training and psychology counseling.
Methods: From January 2018 to June 2019, a total of 80 children diagnosed with ASD from the Department of Children Healthcare of Wuxi Children's Hospital were randomly grouped into the parent training groups and control groups. Parents in the training group received 12 weeks of skill training, including 8 group and 2 individual training sessions, as well as psychology counseling.