Smart Health: International Conference, ICSH 2015, Phoenix, AZ, USA, November 17-18, 2015. Revised Selected Papers PDF
Preview Smart Health: International Conference, ICSH 2015, Phoenix, AZ, USA, November 17-18, 2015. Revised Selected Papers
Xiaolong Zheng · Daniel Dajun Zeng Hsinchun Chen · Scott J. Leischow (Eds.) 5 4 5 9 S Smart Health C N L International Conference, ICSH 2015 Phoenix, AZ, USA, November 17–18, 2015 Revised Selected Papers 123 Lecture Notes in Computer Science 9545 Commenced Publication in 1973 Founding and Former Series Editors: Gerhard Goos, Juris Hartmanis, and Jan van Leeuwen Editorial Board David Hutchison Lancaster University, Lancaster, UK Takeo Kanade Carnegie Mellon University, Pittsburgh, PA, USA Josef Kittler University of Surrey, Guildford, UK Jon M. Kleinberg Cornell University, Ithaca, NY, USA Friedemann Mattern ETH Zurich, Zürich, Switzerland John C. Mitchell Stanford University, Stanford, CA, USA Moni Naor Weizmann Institute of Science, Rehovot, Israel C. Pandu Rangan Indian Institute of Technology, Madras, India Bernhard Steffen TU Dortmund University, Dortmund, Germany Demetri Terzopoulos University of California, Los Angeles, CA, USA Doug Tygar University of California, Berkeley, CA, USA Gerhard Weikum Max Planck Institute for Informatics, Saarbrücken, Germany More information about this series at http://www.springer.com/series/7409 Xiaolong Zheng Daniel Dajun Zeng (cid:129) Hsinchun Chen Scott J. Leischow (Eds.) (cid:129) Smart Health International Conference, ICSH 2015 – Phoenix, AZ, USA, November 17 18, 2015 Revised Selected Papers 123 Editors XiaolongZheng Hsinchun Chen Institute of Automation, ChineseAcademy University of Arizona of Sciences Phoenix, AZ Beijing USA China Scott J.Leischow DanielDajun Zeng MayoClinic Department ofMIS Scottsdale, AZ University of Arizona USA Tucson,AZ USA ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notesin Computer Science ISBN 978-3-319-29174-1 ISBN978-3-319-29175-8 (eBook) DOI 10.1007/978-3-319-29175-8 LibraryofCongressControlNumber:2015960232 LNCSSublibrary:SL3–InformationSystemsandApplications,incl.Internet/Web,andHCI ©SpringerInternationalPublishingSwitzerland2016 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerInternationalPublishingAGSwitzerland Preface Advancing informatics for health care and health-care applications has become an international research priority. There is increased effort to transform reactive care to proactiveandpreventivecare,clinic-centrictopatient-centeredpractice,training-based interventions to globally aggregated evidence, and episodic response to continuous well-being monitoring and maintenance. The annual International Conference for Smart Health (ICSH) began in 2013. This first conference, held in Beijing, China, attracted over 50 contributors and participants from all over the world, providing a forum for meaningful multidisciplinary interactions. In the following year (2014), the conference was also held in Beijing, China. This year (2015), the International Con- ference for Smart Health (ICSH 2015) was held in Phoenix, Arizona, USA. ICSH2015wasorganizedtodevelopaplatformforauthorstodiscussfundamental principles, algorithms, or applications of intelligent data acquisition, processing, and analysis of health-care information. Specifically, this conference mainly focused on topicsandissuesincludingmedicalmonitoringandinformationextraction,clinicaland medicaldata mining, health data analysisand management, big data andsmart health, and health-care intelligent systems and clinical practice. We are pleased that many high-quality technical papers were submitted, accompanied by evaluation with real-world data or application contexts. The work presented at the conference encompassedahealthymixofcomputerscience,medicalinformatics,andinformation systems approaches. The1.5-dayeventencompassedpresentationsof33papers.TheorganizersofICSH 2015 would like to thank the conference sponsors for their support and sponsorship, including the University of Arizona, Mayo Clinic, the Chinese Academy of Sciences, and National Natural Science Foundation of China. We also greatly appreciate the following technical co-sponsors, IEEE SMC Technical Committee on Homeland Security, and Institute for Operations Research and the Management Sciences (INFORMS). We further wish to express our sincere gratitude to all Program Com- mittee members of ICSH 2015, who provided valuable and constructive review comments. November 2015 Xiaolong Zheng Daniel Dajun Zeng Hsinchun Chen Scott J. Leischow Organization Program Committee Muhammad Amith University of Texas Health Science Center, USA Mohd Anwar North Carolina A&T State University, USA Yigal Arens The University of Southern California, USA Ian Brooks University of Illinois at Urbana-Champaign, USA David Buckeridge McGill University, Canada Zhidong Cao Chinese Academy of Sciences, China Nitesh V. Chawla University of Notre Dame, USA Guanling Chen University of Massachusetts Lowell, USA Amar Das Geisel School of Medicine at Dartmouth, USA Ahmed Gomaa Marywood University, USA Natalia Grabar University of Lille, France Hung-Hsuan Huang Ritsumeikan University, Japan Kun Huang Ohio State University, USA Ernesto Jimenez-Ruiz University of Oxford, UK Hung-Yu Kao National Cheng Kung University, Taiwan Kyoji Kawagoe Ritsumeikan University, Japan Kenneth Komatsu Arizona Department of Health Services, USA Qingchao Kong Chinese Academy of Sciences, USA Erhun Kundakçioğlu Ozyegin University, Turkey Dingcheng Li Mayo Clinic, USA Jiao Li Chinese Academy of Medical Sciences, China Qiudan Li Chinese Academy of Sciences, China Xiaoli Li Institute for Infocomm Research, Singapore Xin Li City University of Hong Kong, SAR China Yunji Liang The University of Arizona, USA Jiaqi Liu Chinese Academy of Sciences, China Jian Ma University of Colorado, USA Deepti Mehrotra Amity University, India Mevludin Memedi Dalarna University, Sweden Riccardo Miotto Columbia University, USA Hamed Monkaresi University of Sydney, Australia Jin-Cheon Na Nanyang Technological University, Singapore Radhakrishnan Nagarajan University of Kentucky, USA Michael O’Grady University College Dublin, Ireland Xiaoming Sheng University of Utah, USA William Song Dalarna University, Sweden Xiaolong Song Harbin Institute of Technology, China VIII Organization W. Nick Street The University of Iowa, USA Cui Tao UniversityofTexasHealth ScienceCenteratHouston, USA Jason Wang New Jersey Institute of Technology, USA Jiaojiao Wang Chinese Academy of Sciences, USA May D. Wang GeorgiaInstituteofTechnologyandEmoryUniversity, USA Chunhua Weng Columbia University, USA Hui Yang University of South Florida, USA Chaogui Zhang Marywood University, USA Mi Zhang Michigan State University, USA Qingpeng Zhang City University of Hong Kong, SAR China Yong Zhang Tsinghua University, China Zhu Zhang Chinese Academy of Sciences, USA Kang Zhao University of Iowa, USA Organizing Committee Conference Co-chairs Hsinchun Chen University of Arizona, USA Daniel Dajun Zeng University of Arizona, USA; Chinese Academy of Sciences, China Scott J. Leischow Mayo Clinic, USA Program Co-chairs Daniel Neill Carnegie Mellon University, USA Raghu Santanam Arizona State University, USA Yanchun Zhang Victoria University, Australia Workshop Co-chairs John Brownstein Harvard Medical School, USA Chunxiao Xing Tsinghua University, China Hsin-Min Lu National Taiwan University, Taiwan Publication Co-chairs Xiaolong Zheng Chinese Academy of Sciences, China Wendy Chapman University of Utah, USA Finance Co-chairs Ahmed Abbasi University of Virginia, USA Donald Adjeroh West Virginia University, USA Publicity Co-chairs Kwok Tsui City University of Hong Kong, SAR China Cathy Larson University of Arizona, USA Organization IX Additional Reviewers Carr, Dominic Li, Yumei Myneni, Sahiti Song, Dezhao Wang, Xi Zhang, Shaozhong Zhou, Jiaqi Zuo, Zhiya Contents Medical Monitoring and Information Extraction SilverLink: Smart Home Health Monitoring for Senior Care. . . . . . . . . . . . . 3 Joshua Chuang, Lubaina Maimoon, Shuo Yu, Hongyi Zhu, Casper Nybroe, Owen Hsiao, Shu-Hsing Li, Hsinmin Lu, and Hsinchun Chen Real-Time Models to Predict the Use of Vasopressors in Monitored Patients . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 André Braga, Filipe Portela, Manuel Filipe Santos, António Abelha, José Machado, Álvaro Silva, and Fernando Rua AnApproachtoAutomateHealthMonitoringinCompliancewithPersonal Privacy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 26 Nikolay Kazantsev, Daniil Korolev, Dmitry Torshin, and Anna Mikhailova Mobile Cloud Computing as an Alternative for Monitoring Child Mental Disorders. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31 Shavely S. Pusey, Jorge E. Camargo, and Gloria M. Díaz Network Analysis of Ecological Momentary Assessment Data for Monitoring and Understanding Eating Behavior. . . . . . . . . . . . . . . . . . . 43 Gerasimos Spanakis, Gerhard Weiss, Bastiaan Boh, and Anne Roefs Chronic Disease Related Entity Extraction in Online Chinese Question and Answer Services. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 55 Yan Zhang, Yong Zhang, Yanshen Yin, Jennifer Xu, Chunxiao Xing, and Hsinchun Chen Sentiment Analysis on Chinese Health Forums: A Preliminary Study of Different Language Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 68 Yan Zhang, Yong Zhang, Jennifer Xu, Chunxiao Xing, and Hsinchun Chen Clinical and Medical Data Mining Clustering Analysis on Patient-Physician Communication and Shared Decision-Making During Cancer Prognosis Discussion . . . . . . . . . . . . . . . . 85 Yikang Li, Yuxuan Liu, Nan Kong, and Cleveland G. Shields
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