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Jake Luo

Jake Luo

  • Associate Professor, Health Informatics & Administration
  • Affiliate Professor, Computer Science
  • Graduate Program Director, Health Care Informatics

Jake Luo’s research interest lies in data-driven predictive analysis using machine learning-based algorithms and technologies, such as data mining, natural language processing and knowledge representation and modeling. He is interested in investigating how these computing technologies can be used to improve health care by providing intelligent decision support for clinicians, medical researchers, patients, and policymakers.

Luo’s active research programs involve developing innovative heath data science technologies for knowledge discovery, adapting machine learning algorithms to enhance clinical data processing, implementing collaborative team science initiatives to improve health services and research, and creating intelligent clinical informatics tools to support evidence-based decision making.

Education

  • Postdoctoral ScientistÌýBiomedical InformaticsÌýColumbia UniversityÌýNew York
  • PhDÌýComputer Science,ÌýBelfast, UKÌýQueen’s University
  • MSÌýSoftware Engineering,ÌýXidian UniversityÌýChina
  • BSÌýElectronic Engineering,ÌýXidian UniversityÌýChina

Research Interests

  • Health Big Data and Predictive Analysis
  • Natural Language Processing
  • Health Informatics and Management
  • Text Mining and Information Extraction
  • Artificial Intelligence and machine learning

Selected Publications

  • Thompson-Harvey, Adam, Friedland, David R., Adams, Jazzmyne A., Tong, Ling, Osinski, Kristen, and Luo, Jake.ÌýÌýOtology & NeurotologyÌý44.2 (2023).
  • Alanazi, Eman M., Alanzi, Turki M., Wu, Min, and Luo, Jake.ÌýÌýInformatics in Medicine UnlockedÌý80. (2022).
  • Tong, L., Luo, Jake, Adams, J., Osinski, K., Liu, X., and Friedland, D.ÌýÌý2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC). (2022): 337-342.
  • Tong, Ling, George, Ben, Crotty, Bradley H., Somai, Melek, Taylor, Bradley W., Osinski, Kristen, and Luo, Jake.ÌýÌýIPEM-TranslationÌý3-4. (2022): 100010.
  • Osafo, Neil K., Friedland, David R., Harris, Michael S., Adams, Jazzmyne, Davis, Chasity, Osinski, Kristen, Tong, Ling, and Luo, Jake.ÌýÌýOtology & NeurotologyÌý43.10 (2022): 1137-1143.
  • Alarifi, Mohammad, Jabour, Abdulrahman M., Wu, Min, Aldosary, Abdullah, Almanaa, Mansour, and Luo, Jake.ÌýÌýInternational Journal of Environmental Research and Public HealthÌý19.18 (2022): 11808.
  • Hernandez, Lyndon V., Ravi, Santha K., Guda, Nalini M., Gresenz, Ashley, and Luo, Jake.ÌýÌýGastrointestinal EndoscopyÌý95.6 (2022): AB133-AB134.
  • Harvey, Erin, Stark, Katarina, Friedland, David R., Adams, Jazzmyne A., Harris, Michael S., Tong, Ling, Osinksi, Kristen, and Luo, Jake.ÌýÌýOtology & Neurotology. (2022): 10.1097/MAO.0000000000003652.
  • Patel, Mit A., Bock, Jonathan M., Blumin, Joel H., Friedland, David R., Adams, Jazzmyne A., Tong, Ling, Osinski, Kristen I., and Luo, Jake.ÌýÌýLaryngoscope Investigative OtolaryngologyÌý2022.1 (2022): 1-7.
  • Tong, Ling, Khani, Masoud, Lu, Qiang, Taylor, Bradley, Osinski, Kristen, and Luo, Jake.ÌýÌýObesity Research & Clinical Practice. (2022).
  • Lu, Qiang, Xu, Congwen, Luo, Jake, and Wang, Zhiguang.ÌýÌýSwarm and Evolutionary Computation. (2022): 101197.
  • Poetker, David M., Friedland, David R., Adams, Jazzmyne A., Tong, Ling, Osinski, Kristen, and Luo, Jake.ÌýÌýOTO openÌý5.2 (2021): 2473974X211009830.

Honors & Awards

  • Outstanding Clinical Research Informatics Paper Award NominatedÌý(2014)ÌýAMIA.
  • Outstanding Reviewer AwardÌý(2013)ÌýMedInfo 2013.
  • Top hottest 25 paperÌý(2012)ÌýJournal of Biomedical Informatics.
  • Distinguished paper awardÌý(2011)ÌýAMIA CRI summit.

Professional Memberships

  • Member of the American Medical Informatics Association (AMIA), 2009-present
  • Member of Association for Advancement of Artificial Intelligence (AAAI), 2006-2010
  • Member of Institute of Electrical and Electronics Engineers (IEEE), 2008-2009

News

Courses Taught

  • Health Big Data Processing
  • Introduction to Health Care Informatics
  • Biomedical Informatics Seminar
  • Fundamental Programming
  • Advanced Programming

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