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Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
Adobe PDF(2887Kb)  |  收藏  |  浏览/下载：494/342  |  提交时间：2023/01/03
Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
Predicting Lung Cancers Using Epidemiological Data: A Generative-Discriminative Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1067-1078
作者:  Jinpeng Li;  Yaling Tao;  Ting Cai
Adobe PDF(915Kb)  |  收藏  |  浏览/下载：120/20  |  提交时间：2021/04/09
Cancer prevention  discriminative model  generative model  lung cancer  machine learning  
An Overview of Recommendation Techniques and Their Applications in Healthcare 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717
作者:  Wenbin Yue;  Zidong Wang;  Jieyu Zhang;  Xiaohui Liu
Adobe PDF(1958Kb)  |  收藏  |  浏览/下载：208/48  |  提交时间：2021/04/09
Collaborative filtering (CF)  content-based recommendation  healthcare  recommendation system (RS)  
Automatic Detection of COVID-19 Infection Using Chest X-Ray Images Through Transfer Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 239-248
作者:  Elene Firmeza Ohata;  Gabriel Maia Bezerra;  João Victor Souza das Chagas;  Aloísio Vieira Lira Neto;  Adriano Bessa Albuquerque;  Victor Hugo C. de Albuquerque;  Pedro Pedrosa Rebouças Filho
Adobe PDF(9228Kb)  |  收藏  |  浏览/下载：120/25  |  提交时间：2021/04/09
Convolutional neural networks (CNNs)  COVID-19  transfer learning  X-ray  
Text Detection in Natural Scene Images Using Morphological Component Analysis and Laplacian Dictionary 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 1, 页码: 214-222
作者:  Shuping Liu;   Yantuan Xian;   Huafeng Li;   Zhengtao Yu
浏览  |  Adobe PDF(17878Kb)  |  收藏  |  浏览/下载：154/38  |  提交时间：2021/03/11
Dictionary learning  Laplacian sparse regularization  morphological component analysis (MCA)  sparse representation  text detection