Xinxin (Katie) Zhu
MD, PhD, FAMIA, FIAHSI
Executive Director, Center for Biomedical Data Science
Research & Publications
Biography
News
Coauthors
Selected Publications
- The Importance of Contextual Understanding in Solving the Last Mile Problem.Kuziemsky C, Nøhr C, Marcilly R, Dusseljee-Peute L, Zhu X, Elkin PL. The Importance of Contextual Understanding in Solving the Last Mile Problem. 2021, 286: 3-8. PMID: 34755681, DOI: 10.3233/shti210625.
- Establishing a Global Standard for Wearable Devices in Sport and Exercise Medicine: Perspectives from Academic and Industry StakeholdersAsh GI, Stults-Kolehmainen M, Busa MA, Gaffey AE, Angeloudis K, Muniz-Pardos B, Gregory R, Huggins RA, Redeker NS, Weinzimer SA, Grieco LA, Lyden K, Megally E, Vogiatzis I, Scher L, Zhu X, Baker JS, Brandt C, Businelle MS, Fucito LM, Griggs S, Jarrin R, Mortazavi BJ, Prioleau T, Roberts W, Spanakis EK, Nally LM, Debruyne A, Bachl N, Pigozzi F, Halabchi F, Ramagole DA, Janse van Rensburg DC, Wolfarth B, Fossati C, Rozenstoka S, Tanisawa K, Börjesson M, Casajus JA, Gonzalez-Aguero A, Zelenkova I, Swart J, Gursoy G, Meyerson W, Liu J, Greenbaum D, Pitsiladis YP, Gerstein MB. Establishing a Global Standard for Wearable Devices in Sport and Exercise Medicine: Perspectives from Academic and Industry Stakeholders. Sports Medicine 2021, 51: 2237-2250. PMID: 34468950, PMCID: PMC8666971, DOI: 10.1007/s40279-021-01543-5.
- Evidence-Based Health Informatics as the Foundation for the COVID-19 Response: A Joint Call for Action.Fernandez-Luque L, Kushniruk AW, Georgiou A, Basu A, Petersen C, Ronquillo C, Paton C, Nøhr C, Kuziemsky CE, Alhuwail D, Skiba D, Huesing E, Gabarron E, Borycki EM, Magrabi F, Denecke K, Peute LWP, Topaz M, Al-Shorbaji N, Lacroix P, Marcilly R, Cornet R, Gogia SB, Kobayashi S, Iyengar S, Deserno TM, Mettler T, Vimarlund V, Zhu X. Evidence-Based Health Informatics as the Foundation for the COVID-19 Response: A Joint Call for Action. Methods Of Information In Medicine 2020, 59: 183-192. PMID: 33975375, PMCID: PMC8279811, DOI: 10.1055/s-0041-1726414.
- A review of auditing techniques for the Unified Medical Language SystemZheng L, He Z, Wei D, Keloth V, Fan JW, Lindemann L, Zhu X, Cimino JJ, Perl Y. A review of auditing techniques for the Unified Medical Language System. Journal Of The American Medical Informatics Association 2020, 27: 1625-1638. PMID: 32766692, PMCID: PMC7566540, DOI: 10.1093/jamia/ocaa108.
- Digital Health: Building Mobile and Wearable Applications for Participatory Health.Editors: Shabbir Syed-Abdul, Xinxin Zhu, Luis Fernandez-Luque. 2020. Elsevier. eBook ISBN: 9780128200780. Paperback ISBN: 9780128200773. https://www.amazon.com/Digital-Health-Wearable-Participatory-Applications/dp/0128200774
- Establish a Real-time Responsible Home Quarantine and Monitoring Management mHealth Platform.Lee SH, Chiu YR, Hung YT, Chen QG, Zhang A, Yang Y, Zhi P, Li Y, Zhu X, Chang PL. Establish a Real-time Responsible Home Quarantine and Monitoring Management mHealth Platform. AMIA ... Annual Symposium Proceedings / AMIA Symposium. AMIA Symposium 2020, 2020: 697-706. PMID: 33936444, PMCID: PMC8075449.
- Mobile and wearable technologies in healthcare for the ageing population.Malwade S, Abdul SS, Uddin M, Nursetyo AA, Fernandez-Luque L, Zhu XK, Cilliers L, Wong CP, Bamidis P, Li YJ. Mobile and wearable technologies in healthcare for the ageing population. Computer Methods And Programs In Biomedicine 2018, 161: 233-237. PMID: 29852964, DOI: 10.1016/j.cmpb.2018.04.026.
- StressHacker: Towards Practical Stress Monitoring in the Wild with Smartwatches.Hao T, Walter KN, Ball MJ, Chang HY, Sun S, Zhu X. StressHacker: Towards Practical Stress Monitoring in the Wild with Smartwatches. AMIA ... Annual Symposium Proceedings / AMIA Symposium. AMIA Symposium 2017, 2017: 830-838. PMID: 29854149, PMCID: PMC5977663.
- How Can Health Information Technologies Contribute to Improve Health Care Services for High-Need Patients?Nøhr C, Botin L, Zhu X. How Can Health Information Technologies Contribute to Improve Health Care Services for High-Need Patients? 2017, 241: 28-35. PMID: 28809178.
- cHRV Uncovering Daily Stress Dynamics Using Bio-Signal from Consumer Wearables.Hao T, Chang H, Ball M, Lin K, Zhu X. cHRV Uncovering Daily Stress Dynamics Using Bio-Signal from Consumer Wearables. Studies In Health Technology And Informatics 2017, 245: 98-102. PMID: 29295060.
- Wearable Technologies and Telehealth in Care Management for Chronic IllnessZhu X, Cahan A. Wearable Technologies and Telehealth in Care Management for Chronic Illness. 2016, 375-398. DOI: 10.1007/978-3-319-20765-0_22.
- Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics.Ng K, Kakkanatt C, Benigno M, Thompson C, Jackson M, Cahan A, Zhu X, Zhang P, Huang P. Curating and Integrating Data from Multiple Sources to Support Healthcare Analytics. 2015, 216: 1056. PMID: 26262355.
- Dynamic and accretive composition of patient engagement instruments for personalized plan generation.Hsueh P, Zhu X, Deng V, Ramarishnan S, Ball M. Dynamic and accretive composition of patient engagement instruments for personalized plan generation. 2014, 201: 447-51. PMID: 24943580.
- Progressive testing of health self-efficacy and literacy for personalized engagement.Hsueh P, Zhu X, Ramakrishnan S. Progressive testing of health self-efficacy and literacy for personalized engagement. 2014, 205: 453-7. PMID: 25160225.
- Clinicians′ evaluation of computer-assisted medication summarization of electronic medical recordsZhu X, Cimino J. Clinicians′ evaluation of computer-assisted medication summarization of electronic medical records. Computers In Biology And Medicine 2013, 59: 221-231. PMID: 24393492, PMCID: PMC4063892, DOI: 10.1016/j.compbiomed.2013.12.006.
- An adaptable and scalable group access control scheme for managing wireless sensor networksWu F, Pai H, Zhu X, Hsueh P, Hu Y. An adaptable and scalable group access control scheme for managing wireless sensor networks. Telematics And Informatics 2013, 30: 144-157. DOI: 10.1016/j.tele.2012.03.011.
- Privacy protection for personal data integration and sharing in care coordination services: A case study on wellness cloudHsueh P, Grandison T, Zeng L, Zhu X, Lan C, Hsiao J, Chang H, Pai H. Privacy protection for personal data integration and sharing in care coordination services: A case study on wellness cloud. 2012, 111-116. DOI: 10.1109/soli.2012.6273514.
- From clinical requirement to personalized wellness decision support: a data-driven framework for computer-supported guideline refinement.Hsueh P, Lan C, Deng V, Zhu X. From clinical requirement to personalized wellness decision support: a data-driven framework for computer-supported guideline refinement. 2012, 180: 457-61. PMID: 22874232.
- Dynamic Access Control for Secure Group Communication in Wireless Sensor Networkswu F, Pai H, Zhu X, Hsueh P, Hu Y. Dynamic Access Control for Secure Group Communication in Wireless Sensor Networks. 2011, 1: 288-291. DOI: 10.1109/ecticon.2011.5947829.
- A review of auditing methods applied to the content of controlled biomedical terminologiesZhu X, Fan J, Baorto D, Weng C, Cimino J. A review of auditing methods applied to the content of controlled biomedical terminologies. Journal Of Biomedical Informatics 2009, 42: 413-425. PMID: 19285571, PMCID: PMC3505841, DOI: 10.1016/j.jbi.2009.03.003.
- Using Timeline Displays to Improve Medication ReconciliationZhu X, Gold S, Lai A, Hripcsak G, Cimino J. Using Timeline Displays to Improve Medication Reconciliation. 2009, 1: 1-6. DOI: 10.1109/etelemed.2009.20.
- Extracting structured medication event information from discharge summaries.Gold S, Elhadad N, Zhu X, Cimino J, Hripcsak G. Extracting structured medication event information from discharge summaries. AMIA Annual Symposium Proceedings 2008, 2008: 237-41. PMID: 18999147, PMCID: PMC2655993.
- The Practical Impact of Ontologies on Biomedical InformaticsCimino J, Zhu X. The Practical Impact of Ontologies on Biomedical Informatics. Yearbook Of Medical Informatics 2006, 15: 124-135. PMID: 17051306, DOI: 10.1055/s-0038-1638470.
- Towards a reference model for representing nursing information needs.Shim E, Silfen E, Patel C, Chiu J, Zhu X, Kelly S, Park N, Allen M, Cimino J. Towards a reference model for representing nursing information needs. 2006, 122: 490-5. PMID: 17102306.
- Knowledge Representation of Traditional Chinese Acupuncture Points Using the UMLS and a Terminology ModelZhu X, Lee K, Cimino J. Knowledge Representation of Traditional Chinese Acupuncture Points Using the UMLS and a Terminology Model. 2004, 40-48. DOI: 10.1109/ideadh.2004.15.