Table of Contents Editor’s Notes & Ethics Statement ................................................................................................................................ ii BHI 2019 Committees .................................................................................................................................................... iii BSN 2019 Committees .................................................................................................................................................... v BHI Reviewers ............................................................................................................................................................... vii BSN Reviewers ............................................................................................................................................................. xiii Welcome Letter ............................................................................................................................................................. xv IEEE Sponsors............................................................................................................................................................. xvii General Information ................................................................................................................................................... xviii J-BHI Special Issue ....................................................................................................................................................... xx Program at a Glance – Sunday, May 19th .................................................................................................................. xxi Program at a Glance – Monday, May 20th ................................................................................................................ xxii Program at a Glance – Tuesday, May 21st .............................................................................................................. xxiii Program at a Glance – Wednesday, May 22nd ........................................................................................................ xxiv Mobile App ................................................................................................................................................................... xxv Keynote Speakers ...................................................................................................................................................... xxvi Meeting with Funding Agencies Panel ................................................................................................................... xxxv Networking with Leaders ......................................................................................................................................... xxxvi Clinical/Translational Panel ................................................................................................................................... xxxvii Industry Showcase ................................................................................................................................................ xxxviii Meeting with Editors-in-Chief Panel ....................................................................................................................... xxxix BHI Workshops............................................................................................................................................................... xl BSN Workshops ........................................................................................................................................................... xlii Floor Map ..................................................................................................................................................................... xliii Monday, May 20 ............................................................................................................................................................... 1 Tuesday, May 21 ............................................................................................................................................................ 13 Wednesday, May 22 ...................................................................................................................................................... 26 Author Index .................................................................................................................................................................. 31 i Editor’s Notes & Ethics Statement The International Conference on Biomedical & Health Informatics (BHI’19) and the Body Sensor Networks Conference (BSN’19) of the IEEE Engineering in Medicine and Biology Society hosted an electronic paper submission process for the conference. It was the responsibility of the submitting Author to ensure the document was viewable and without errors that would prevent the Conference from including the paper in the Digital Proceedings or Website. In the event a paper was submitted that could not be viewed or printed properly, the Conference elected to only publish the abstract of the paper in the Proceedings. All conference papers were peer-reviewed by experts chosen by the BHI/BSN Conference Editorial Board for all contributed and Special Session papers. The EMBS AdCom approved the following Code of Ethics to provide a guideline of ethical consideration for all members and to establish its support for ethical conduct in research. Patients and Human Subjects 1. Respect human dignity and privacy of patients and human subjects. Information 2. Ensure proper safeguarding of all confidential information, including information pertinent to patients, subjects, commercial entities, and trade secrets. Environment 3. Promote a culture of cost-effectiveness. 4. Support the preservation of a healthy environment. Research 5. Engage in research aimed at advancing the contribution of science and technology to improving healthcare provision. 6. Report research results with scientific integrity and proper due credit. 7. Observe the rights of human research subjects and strive for a balance between benefits and potential harm. 8. Ensure a responsible and humane use of animals in research. 9. Conduct clinical research studies in accordance with Good Laboratory Practices (GLP) and Good Clinical Practices (GCP). Profession 10. Hold in high regard the inter-disciplinary nature of healthcare delivery and research. Foster collegial inter-disciplinary relationships. Respect, value, and acknowledge the contribution of others. 11. Encourage a culture of knowledge exchange and mentorship. 12. Avoid or properly disclose conflicts of interest. ii BHI 2019 Committees BHI 2019 Organizing Committee Conference Co-Chairs Jie Liang, University of Illinois at Chicago, USA Dimitrios I. Fotiadis, JBHI EiC, University of Ioannina, Greece Technical Program Co-Chairs David Clifton, University of Oxford, UK Constantinos S. Pattichis, University of Cyprus, Cyprus Georgia Tourassi, Oak Ridge National Laboratory, USA Special Session Co-Chairs Wei Chen, Fudan University, China Edward Sazonov, University of Alabama, USA Workshop Co-Chairs Adam Hoover, Clemson University, USA Esteban Pino, University de Concepcion, Chile Rapid Fire Co-Chairs Misha Pavel, Northeastern University, USA Omer Inan, Georgia Tech University, USA Financial Chair Yufei Huang, University of Texas at San Antonio, USA International Program Committee Chair Metin Akay, University of Houston, USA Women’s Activities Co-Chairs Maria Teresa Arrendondo, University Politécnica Madrid, Spain Holly Jimison, Northeastern University, USA Amy Wang, University of Alabama, USA Industrial Liaison Julien Penders, Bloomlife, USA Steering Committee Guang-Zhong Yang, Chair, Imperial College London, UK May D. Wang, EMBS VP, Georgia Tech and Emory University, USA Stephen Wong, External Partnership, Houston Methodist, USA Andrew Laine, BHI-TC Chair, Columbia University, USA Benny Lo, BSN-TC Chair, Imperial College London, UK Student’s Activities Co-Chairs Subhamoy Mandal, DKFZ, Germany Ahmed Metwally, Stanford University, USA Conference Support Vassiliki Potsika, MedLab, Greece BHI 2019 Local Committee Andrew Boyd, University of Illinois at Chicago Maggie Cheng, Illinois Institute of Technology Hananeh Esmailbeigi, University of Illinois at Chicago Daniela Stan Raicu, DePaul University Meishan Lin, Center for Bioinformatics and Quantitative Biology, University of Illinois at Chicago iii Technical Program Committee Haider Abbas, National University of Sciences and Technology, Pakistan Nabil Alshurafa, Northwestern University, USA Amir Amini, University of Louisville, USA Andrew Boyd, University of Illinois at Chicago, USA Francesca Buffa, University of Oxford, UK Maria Fernanda Cabrera, Tech University of Madrid, Spain Paulo de Carvalho, University of Coimbra, Portugal Maggie Cheng, Illinois Institute of Technology, USA Yang Dai, University of Illinois at Chicago, USA Jessilyn Dunn, Stanford University, USA Bjoern Michael Eskofier, FAU, Germany Themis Exarchos, Unit of Med Tech & Intel Inf Syst, Greece Guoliang Fan, Oklahoma State University, USA Hassan Ghasemzadeh, Washington State Univ, USA Daniela Giordano, University of Catania, Italy Jackey Jiaqi Gong, University of Maryland, Baltimore County, USA Ming - Chun Huang, Case Western Reserve University, USA Omer T. Inan, Georgia Tech, USA Walter Karlen, ETH Zurich, Switzerland Shen Li, University of Pennsylvania,

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