- jakeluo@uwm.edu
- 414-229-7333
- Northwest Quadrant B 6469
Jake Luo, PhD
- Associate Professor, Health Care Informatics Graduate Program Director
Education
Speaker Topics
- Health Big Data and Predictive Analysis
- Natural Language Processing
- Health Informatics and Management
- Text Mining and Information Extraction
- Artificial Intelligence and machine learning
Interests & Expertise
Jake Luo鈥檚 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 modelling. 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鈥檚 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.
Selected Publications
Thompson-Harvey, Adam, Friedland, David R., Adams, Jazzmyne A., Tong, Ling, Osinski, Kristen, and Luo, Jake.听听Otology & Neurotology听44.2 (2023).
Alanazi, Eman M., Alanzi, Turki M., Wu, Min, and Luo, Jake.听听Informatics in Medicine Unlocked听80. (2022).
Tong, L., Luo, Jake, Adams, J., Osinski, K., Liu, X., and Friedland, D.听听2022 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.听听IPEM-Translation听3-4. (2022): 100010.
Osafo, Neil K., Friedland, David R., Harris, Michael S., Adams, Jazzmyne, Davis, Chasity, Osinski, Kristen, Tong, Ling, and Luo, Jake.听听Otology & Neurotology听43.10 (2022): 1137-1143.
Alarifi, Mohammad, Jabour, Abdulrahman M., Wu, Min, Aldosary, Abdullah, Almanaa, Mansour, and Luo, Jake.听听International Journal of Environmental Research and Public Health听19.18 (2022): 11808.
Hernandez, Lyndon V., Ravi, Santha K., Guda, Nalini M., Gresenz, Ashley, and Luo, Jake.听听Gastrointestinal Endoscopy听95.6 (2022): AB133-AB134.
Harvey, Erin, Stark, Katarina, Friedland, David R., Adams, Jazzmyne A., Harris, Michael S., Tong, Ling, Osinksi, Kristen, and Luo, Jake.听听Otology & 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.听听Laryngoscope Investigative Otolaryngology听2022.1 (2022): 1-7.
Tong, Ling, Khani, Masoud, Lu, Qiang, Taylor, Bradley, Osinski, Kristen, and Luo, Jake.听听Obesity Research & Clinical Practice. (2022).
Lu, Qiang, Xu, Congwen, Luo, Jake, and Wang, Zhiguang.听听Swarm and Evolutionary Computation. (2022): 101197.
Poetker, David M., Friedland, David R., Adams, Jazzmyne A., Tong, Ling, Osinski, Kristen, and Luo, Jake.听听OTO open听5.2 (2021): 2473974X211009830.
Alarifi, Mohammad, Patrick, Timothy B., Jabour, Abdulrahman, Wu, Min, and Luo, Jake. 鈥淯nderstanding patient needs and gaps in radiology reports through online discussion forum analysis.鈥澨�Insights into imaging听12.1 (2021): 1-9.
Luo, Jake, Tong, Ling, Crotty, Bradley H., Somai, Melek, Taylor, Bradley, Osinski, Kristen, and George, Ben. 鈥淭elemedicine Adoption during the COVID-19 Pandemic: Gaps and Inequalities.鈥澨�Applied Clinical Informatics听12.04 (2021): 836-844.
Kiplagat, Augustine B., Kako, Peninnah, Mkandawire-Valhmu, Lucy, Chelagat,
Dinah, Gwon, Seok H., Luo, Jake, and Dixon, Morgan V.听听International Journal of Health Promotion and Education. (2021): 1-15.
Berg, Craig A., Carvan, Michael J., Hesselbach, Renee, Luo, Jake, Petering, David H., Pickart, Michael, Tomasiewicz, Henry, Weber, Daniel N., Shukla, Rekha, and Goldberg, Barbara. 鈥淢eeting the COVID Challenge to a Research-intensive Pre-college Science Education Program.鈥澨�Journal of STEM Outreach听4.2 (2021): 1-11.
Alarifi, Mohammad, Patrick, Timothy B., Jabour, Abdulrahman, Wu, Min, and Luo, Jake. 鈥淒esigning a Consumer-Friendly Radiology Report using a Patient-Centered Approach.鈥澨�Journal of Digital Imaging. (2021): 1-12.
Anisuzzaman, DM, Barzekar, Hosein, Tong, Ling, Luo, Jake, and YU, ZEYUN. 鈥淎 deep learning study on osteosarcoma detection from histological images.鈥澨�Biomedical Signal Processing and Control听69. (2021): 102931.
Chesley, Noelle A., Meier, Helen, Luo, Jake, Apchemengich, Immaculate, and Davies, W. Hobart.听听Journal of Water and Health. (2020).
Tong, Ling, Hernandez, Lyndon, and Luo, Jake.听听Gastroenterology听158.6 (2020): S-16.
Lu, Qiang, Zhou, Shuo, Tao, Fan, Luo, Jake, and Wang, Zhiguang.听听Information Sciences听547. (2020): 553-567.
Alarifi, Mohammad, Patrick, Timothy, Jabour, Abudulrahman, Wu, Min, and Luo, Jake.听听International Journal of Environmental Research and Public Health. (2020).
Wu, Min, and Luo, Jake.听听Online Journal of Nursing Informatics听23.3 (2019).
Zolnoori, Maryam, Fung, Kin W., Patrick, Timothy B., Fontelo, Paul, Kharrazi, Hadi, Faiola, Anthony, Shirley Wu, Yi S., Eldredge, Christina E., Luo, Jake, Conway, Mike, Zhu, Jiaxi, Park, Soo K., Xu, Kelly, and Moayyed, Hamideh.听听Data in Brief. (2019): 103838.
Benson, Lauren C., Cobb, Stephen C., Hyngstrom, Allison S., Keenan, Kevin G., Luo, Jake, and O鈥機onnor, Kristian M.听听Journal of Applied Biomechanics听35.2 (2019): 116-122.
Barzekar, Hosein, Ebrahimzadeh, Farzad, Luo, Jake, Karami, Mahtab, Robati, Zahra, and Goodarzi, Parvin.听听Acta Informatica Medica听27.5 (2019): 305.
Tong, Ling, Cisler, Ron A., Michael C., and Luo, Jake.听听Proceedings of IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC). (2019): 269-274.
Zolnoori, M, Wah Fung, K, Patrick, T B., Fontelo, P, Kharrazi, H, Faiola, A, Shuan Shirley Wu, Y, Eldredge, C E., Luo, Jake, Conway, M, Zhu, J, Kyung Park, S, Xu, K, Moayyed, H, and Goudarzvand, S.听听Journal of biomedical informatics. (2019).
Benson, Lauren C., Cobb, Stephen C., Hyngstrom, Allison S., Keenan, Kevin G., Luo, Jake, and O'Connor, Kristian M.听听Human Movement Science听62. (2018): 58-66.
Zhao, Yiqing, Fesharaki, Nooshin J., Liu, Hongfang, and Luo, Jake.听听BMC Medical Informatics and Decision Making听18.1 (2018).
Tang, Tingling, Zhao, Shengyong, and Luo, Jake.听听Electronics Letters听53.12 (2018): 735-736.
Luo, Jake, Erbe, Christy, and Friedland, David R.听听Otology & Neurotology听39.9 (2018): 1163-1171.
Zhao, Yiqing, Fesharaki, Nooshin J., Li, Xiaohui, Patrick, Timothy B., and Luo, Jake.听听Journal of Medical Systems听42.6 (2018): 105.
Tang, Tinglong, Chen, Shengyong, Zhao, Meng, Huang, Wei, and Luo, Jake.听听Soft Computing Journal. (2018): 1-9.
Luo, Jake, Chen, Weiheng, Wu, Min, and Weng, Chunhua.听听International Journal of Medical Informatics听108. (2017): 85-91.
Luo, Jake, Wu, Min, and Chen, Weiheng.听听Journal of Health Informatics in Developing Countries听11.1 (2017): 18.
Benson, Lauren, Cobb, Stephen, Hyngstrom, Allison, Keenan, Kevin, Luo, Jake, and O'Connor, Kristian.听听Congress of the International Society of Biomechanics (ISB'2017), 2017.
Luo, Jake, Wu, Min, Gopukumar, Deepika, and Zhao, Yiqing.听听Biomedical Informatics Insights听8. (2016): BII.S31559.
Luo, Jake, and Cisler, Ron A.听听Cancer Informatics. (2016): 211.
Luo, Jake, Eldredge, Christina, Cho, Chris, and Cisler, Ron A.听听JMIR Medical Informatics听4.4 (2016): e30.
Luo, Zhihui, Wu, Min, and Zhao, Yiqing. 鈥淏ig Data Applications in Biomedical Informatics, (In Chinese).鈥澨�Journal of Medical Informatics听36.5 (2015): 2-9.
Luo, Jake, Zhang, G Q., Wentz, S, Cui, L, and Xu, R.听听Journal of Medical Internet Research听17.2 (2015): e43.
Luo, Jake, Pelfrey, C, and Zhang, G Q.听听[Outstanding CRI Paper Award Nominated 2014]. Summit on Clinical Research Informatics, (2014): 67-91.
Sahoo, S S., Tao, S, Parchman, A, Luo, Jake, Cui, L, Mergler, P, Lanese, R, Barnholtz-Sloan, J S., Meropol, N J., and Zhang, G Q.听听Journal of Cancer Informatics听13. (2014): 157-166.
Luo, Jake, Carolyn, Apperson-Hansen, Pelfrey, Clara, and Zhang, Guo-qiang.听听BMC Journal of Medical Informatics and Decision Making听14.106 (2014).
Nambisan, Priya, Luo, Jake, and Kapoor, A.听Social Media and Big Data: Can tweet moods predict illness and hospital visits in a region?.听APHA conference 141st Annual Meeting, New Orleans, LA., 2014.
Cui, L, Xu, R, Luo, Jake, Wentz, S, Scarberry, K, and Zhang, G Q.听听MC Journal of Medical Informatics and Decision Making听14.1 (2014): 63-79.
Luo, Jake, Miotto, R, and Weng, C.听听Journal of Biomedical Informatics听46.1 (2013): 33-39.
Wu, Min, Luo, Jake, and Weng, C.听听Journal of Medical Informatics听34.20 (2013): 2-7.
Luo, Jake, Zhang, G Q., and Rong, X.听听2013. AMIA Joint Submits to Translational Science, 2013: 112-116.
Miao, X F., Luo, Jake, and Hong, L.听听Network and Communications听37.01 (2011): 106-109.
Luo, Jake, Johnson, S B., Lai, A M., and Weng, C.听听American Medical Informatics Association Annual Symposium (AMIA)听2011. (2011): 843-852.
Weng, C, Wu, X, Luo, Jake, Boland, M R., Theodoratos, D, and Johnson, S B.听听Journal of the American Medical Informatics Association (JAMIA)听Suppl 1:i116-24. (2011).
Luo, Jake, Yetisgen-Yildiz, M, and Weng, C.听听Journal of Biomedical Informatics (JBI)听44.6 (2011): 927-935.
Luo, Jake, Duffy, R, Johnson, S, and Weng, C.听听AMIA Summit on Clinical Research Informatics (AMIA CRI), 2010: 26-31.
Luo, Jake, Johnson, S B., and Weng, C.听听American Medical Informatics Association Annual Symposium (AMIA). (2010): 487-491.
Graham, C, Bell, D, and Luo, Jake.听听Research and Development in Intelligent Systems XXVI. Ed. Bramer, M, Ellis, R, and Petridis, M. (2009): 293-298.
Luo, Jake, Bell, D, and McCollum, B.听Discover relevant environment feature using concurrent reinforcement learning.听3. 23rd AAAI conference on Artificial intelligence, 2008: 1816-1819.
Wu, Q, Xi, H, Bell, D, Qi, G, and Luo, Jake.听听Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008: 187-192.
Luo, Jake, Bell, D, McCollum, D, and Wu, Q.听听1.8 IEEE World Congress on Computational Intelligence, 2008: 666-673.
Wu, Q, Bell, D, Huang, X, Khokhar, R H., Qi, G, and Luo, Jake.听听Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), 2007: 550-554.
Luo, Jake, Bell, D, and McCollum, B.听听Intelligent Data Engineering and Automated Learning. (2007): 87-96.
Luo, Jake, Bell, D, and Wu, Q.听Reinforcement learning sub-goal discovery using states visited statistic method.听The 17th Irish conference on Artificial Intelligence and Cognitive Science (AICS), 2006: 113-120.
Honors & Awards
Outstanding Clinical Research Informatics Paper Award Nominated听(2014)听AMIA.
Outstanding Reviewer Award听(2013)听MedInfo 2013.
Top hottest 25 paper听(2012)听Journal of Biomedical Informatics.
Distinguished paper award听(2011)听AMIA 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
Courses Taught
- Health Big Data Processing
- Introduction to Health Care Informatics
- Biomedical Informatics Seminar
- Fundamental Programming
- Advanced Programming