Qian Zhou
5 Papers
Qian Zhou is an academic researcher. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 1, co-authored 5 publications.
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Papers
Dynamic Predictive Models with Visualized Machine Learning for Assessing the Risk of Lung Metastasis in Kidney Cancer Patients
Chuanlai Xu,Qian Zhou,Wencai Liu,Wenle Li,Sheng-jian Dong,Wanying Li,Xiaofeng Xu,Ximin Qiao,You-Jin Jiang,Jingfang Chen,Chengliang Yin +10 more
TL;DR: Preliminary evidence is provided that the ML algorithm can be used to predict lung metastases in patients with kidney cancer, and this low cost, noninvasive and easy to implement diagnostic method is useful for clinical work.
Computer-aided detection and diagnosis/radiomics/machine learning/deep learning in medical imaging.
TL;DR: The article was published on the Wiley Online Library as an Accepted Article on 07 December 2022 before its intended inclusion in the 50th Anniversary of the Medical Physics Journal special issue as mentioned in this paper .
5
Identifying Predictors of Non-Use of Online Medical Records Among Patients in a Data-Rich Environment by H2O’s Auto-Machine Learning (Preprint)
Qian Zhou,Yang Chen,Xue-zong Liu,Miao-Chang Zhu,Ben Chang Shia,Ming Chen,Linglong Ye,Lei Qin +7 more
TL;DR: In this article , five machine learning algorithms, namely, logistic regression, automatic generalized linear model, automatic random forest, automatic deep neural network, and automatic gradient boosting machine, were used to identify and investigate factors affecting web-based medical record nonuse.
3
Identification of the Characteristic Genes and their Roles in Lung Adenocarcinoma Lymph Node Metastasis through Machine Learning Algorithm
TL;DR: The signature based on MAS1L, TCP10L2, and CRHR2 is a useful tool to predict prognosis and lung cancer lymph node metastasis and KM survival curves showed that the patients with higherMAS1L might have better disease-free survival and progression- free survival.
Preoperative lung immune prognostic index predicts survival in patients with pancreatic cancer undergoing radical resection
TL;DR: Wang et al. as discussed by the authors investigated the prognostic value of preoperative lung immune prognostic index (LIPI) in patients with pancreatic ductal adenocarcinoma (PDAC) undergoing radical resection.