Vignesh Subbian

Interests

Research

Medical Informatics, Healthcare Systems Engineering, Computing Applications for Critical Care Medicine, Traumatic Brain Injury, STEM Integration, Engineering Ethics, Formation of Engineers

Teaching

Software Engineering, Biomedical Data Science and Informatics, Ethics and Professional and Social Responsibility

Courses

Scholarly Contributions

Chapters

• Franco, M., Lozano, G. I., & Subbian, V. (2020). HSIs and Community Partners: A Framework for Strengthening Servingness Through Engagement. In Hispanic Serving Institutions (HSIs) in Practice: Defining "Servingness" at HSIs(pp 153-174). Information Age Publishing.

Journals/Publications

• Alper, B. S., Richardson, J. E., Lehmann, H. P., & Subbian, V. (2020). It is time for computable evidence synthesis: The COVID-19 Knowledge Accelerator initiative. Journal of the American Medical Informatics Association : JAMIA, 27(8), 1338-1339.
• Essay, P., Balkan, B., & Subbian, V. (2020). Decompensation in Critical Care: Early Prediction of Acute Heart Failure Onset. JMIR Medical Informatics, 8(8), e19892.
• Essay, P., Mosier, J., & Subbian, V. (2020). Rule-Based Cohort Definitions for Acute Respiratory Failure: Electronic Phenotyping Algorithm. JMIR Medical Informatics, 8(4), e18402. doi:https://doi.org/10.2196/18402
• Kim, A. A., Rachid Zaim, S., & Subbian, V. (2020). Assessing reproducibility and veracity across machine learning techniques in biomedicine: A case study using TCGA data. International Journal of Medical Informatics, 141, 104148. doi:https://doi.org/10.1016/j.ijmedinf.2020.104148
• Kuziemsky, C. E., Hunter, I., Gogia, S. B., Lyenger, S., Kulatunga, G., Rajput, V., Subbian, V., John, O., Kleber, A., Mandirola, H. F., Florez-Arango, J., Al-Shorbaji, N., Meher, S., Udayasankaran, J. G., & Basu, A. (2020). Ethics in Telehealth: Comparison between Guidelines and Practice-based Experience - The Case for Learning Health Systems. Yearbook of Medical Informatics, 29(1), 44-50.
• Miller, D. C., Beamer, P., Billheimer, D., Subbian, V., Sorooshian, A., Campbell, B. S., & Mosier, J. M. (2020). Aerosol Risk with Noninvasive Respiratory Support in Patients with COVID-19. Journal of the American College of Emergency Physicians Open. doi:https://doi.org/10.1002/emp2.12152
• Petersen, C., & Subbian, V. (2020). Special Section on Ethics in Health Informatics. Yearbook of Medical Informatics, 29(1), 77-80.
• Subbian, V., Solomonides, A., Clarkson, M., Rahimzadeh, V. N., Petersen, C., Schreiber, R., DeMuro, P. R., Dua, P., Goodman, K. W., Kaplan, B., Koppel, R., Lehmann, C. U., Pan, E., & Senathirajah, Y. (2020). Ethics and Informatics in the Age of COVID-19: Challenges and Recommendations for Public Health Organization and Public Policy. Journal of the American Medical Informatics Association (JAMIA). doi:https://doi.org/10.1093/jamia/ocaa188
• Villa Zapata, L., Hansten, P. D., Horn, J. R., Boyce, R. D., Gephart, S., Subbian, V., Romero, A., & Malone, D. C. (2020). Evidence of Clinically Meaningful Drug-Drug Interaction with Concomitant Use of Colchicine and Clarithromycin. Drug Safety, 43, 661–668. doi:https://doi.org/10.1007/s40264-020-00930-7
• Villa Zapata, L., Hansten, P. D., Panic, J., Horn, J. R., Boyce, R. D., Gephart, S., Subbian, V., Romero, A., & Malone, D. C. (2020). Risk of Bleeding with Exposure to Warfarin and Nonsteroidal Anti-Inflammatory Drugs: A Systematic Review and Meta-Analysis. Thrombosis and haemostasis, 120(7), 1066-1074.
• Essay, P., Shahin, T. B., Balkan, B., Mosier, J., & Subbian, V. (2019). The Connected Intensive Care Unit Patient: Exploratory Analyses and Cohort Discovery From a Critical Care Telemedicine Database. JMIR Medical Informatics, 7(1), e13006.
• Galvin, H. K., Petersen, C., Subbian, V., & Solomonides, A. (2019). Patients as Agents in Behavioral Health Research and Service Provision: Recommendations to Support the Learning Health System. Applied Clinical Informatics, 10(5), 841-848. doi:https://doi.org/10.1055/s-0039-1700536
• Ortiz, J. B., Sukhina, A., Balkan, B., Harootunian, G., Adelson, P. D., Lewis, K. S., Oatman, O., Subbian, V., Rowe, R. K., & Lifshitz, J. (2020). Epidemiology of Pediatric Traumatic Brain Injury and Hypothalamic-Pituitary Disorders in Arizona. Frontiers in Neurology, 10, 1410. doi:https://dx.doi.org/10.3389%2Ffneur.2019.01410
• Walsh, C. G., Chaudhry, B., Dua, P., Goodman, K. W., Kaplan, B., Kavuluru, R., Solomonides, A., & Subbian, V. (2020). Stigma, Biomarkers, and Algorithmic Bias: Recommendations for Precision Behavioral Health with Artificial Intelligence. JAMIA Open.
• Petersen, C., Berner, E. S., Embi, P. J., Fultz, H. K., Goodman, K. W., Koppel, R., Lehmann, C. U., Lehmann, H., Maulden, S. A., McGregor, K. A., Solomonides, A., Subbian, V., Terrazas, E., & Winkelstein, P. (2018). AMIA's Code of Professional and Ethical Conduct 2018. Journal of the American Medical Informatics Association, 25(11), 1579-1582.
• Rowe, R. K., Harrison, J. L., Morrison, H., Subbian, V., Murphy, S. M., & Lifshitz, J. (2018). Acute Post-traumatic Sleep may define Vulnerability to a Second Traumatic Brain Injury in Mice. Journal of Neurotrauma.
• Schmitz, H., Howe, C. L., Armstrong, D. G., & Subbian, V. (2018). Leveraging Mobile Health Applications for Biomedical Research and Citizen Science: A Scoping Review. Journal of the American Medical Informatics Association, 25(12), 1685-1695.
• Shahin, T. B., Vaishnav, K. V., Watchman, M., Subbian, V., Larson, E., Chnari, E., & Armstrong, D. G. (2017). Tissue Augmentation with Allograft Adipose Matrix For the Diabetic Foot in Remission. Plastic and reconstructive surgery. Global open, 5(10), e1555.
• Tenenbaum, J. D., Bhuvaneshwar, K., Gagliardi, J. P., Fultz Hollis, K., Jia, P., Ma, L., Nagarajan, R., Rakesh, G., Subbian, V., Visweswaran, S., Zhao, Z., & Rozenblit, L. (2017). Translational bioinformatics in mental health: open access data sources and computational biomarker discovery. Briefings in bioinformatics.
• Subbian, V., Ratcliff, J. J., Korfhagen, J. J., Hart, K. W., Meunier, J. M., Shaw, G. J., Lindsell, C. J., & Beyette, F. R. (2016). A Novel Tool for Evaluation of Mild Traumatic Brain Injury Patients in the Emergency Department: Does Robotic Assessment of Neuromotor Performance Following Injury Predict the Presence of Postconcussion Symptoms at Follow‐up?. Academic Emergency Medicine, 23(4), 382-392.
• Duran, C., Subbian, V., Giovanetti, M. T., Simkins, J. R., & Beyette Jr, F. (2015). Experimental desktop 3D printing using dual extrusion and water-soluble polyvinyl alcohol. Rapid Prototyping Journal, 21(5), 528-534.
• Subbian, V., Ratcliff, J. J., Meunier, J. M., Korfhagen, J. J., Beyette, F. R., & Shaw, G. J. (2015). Integration of new technology for research in the emergency department: feasibility of deploying a robotic assessment tool for mild traumatic brain injury evaluation. IEEE journal of translational engineering in health and medicine, 3, 1-9.

Proceedings Publications

• Subbian, V., Franco, M., & Lozano, G. (2019, 6). STEM Servingness at Hispanic-Serving Institutions. In ASEE Annual Conference & Exposition.
• Alvarez, A. M., Johnson, P. C., Shaw, L. R., Zawada, S., Franco, M. A., & Subbian, V. (2018, April). Beyond Ramps and Signs: Rethinking Support Structures for Engineering Students with Disabilities. In ASEE Collaborative Network for Engineering and Computing Diversity Conference.
• Lozano, G. I., Franco, M. A., & Subbian, V. (2018, April). Transforming STEM Education in Hispanic Serving Institutions in the United States: A Consensus Report. In Available at SSRN: https://ssrn.com/abstract=3238702.
• Vezino, B., Alvarez, A. M., Hempel, B., Loera, C. J., Davidson, S., Boyd, S., & Subbian, V. (2018, June). Re-envisioning the Role of the Engineering Education Chapter at a Research-I Institution: Lessons from a Cross-disciplinary Model. In ASEE Annual Conference.
• Subbian, V., Niu, N., & Purdy, C. (2016, 6). Inclusive and Evidence-based Instruction in Software Testing Education. In Annual ASEE Conference.
• Subbian, V., Purdy, C., & Beyette, F. R. (2016). UnLecture on Software Engineering Ethics. In Infusing Ethics into the Development of Engineers: Exemplary Education Activities and Programs, 17-18.
• Subbian, V., Bucks, G., & Heikenfeld, J. (2015, 6). Inverting Instruction in a Semiconductor Devices Course: A Case Study of a Flipped Electrical Engineering Classroom. In Annual ASEE Conference.
• Ratcliff, J. J., Meunier, J. M., Unruh, D., Korfhagen, J. J., Subbian, V., Hart, K. W., Beyette, F. R., Shaw, G. J., Lindsell, C. J., & Bogdanov, V. Y. (2014, 5). A Potential Novel Biomarker of Injury Observed through Activation of the Coagulation Cascade in Mild Traumatic Brain Injury. In Academic Emergency Medicine, 21, S254-S255.
• Simkins, J. R., Subbian, V., & Beyette, F. R. (2014, 7). A programmable point-of-care device for external CSF drainage and monitoring. In Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 2161-2164.
• Subbian, V., & Purdy, C. (2014, 6). A Hybrid Design Methodology for an Introductory Software Engineering Course with Integrated Mobile Application Development. In Annual ASEE Conference.
• Subbian, V., & Purdy, C. (2014, 6). UnLecture: Bridging the Gap between Computing Education and Software Engineering Practice. In Annual ASEE Conference.
• Subbian, V., Beyette, F., & Purdy, C. (2014, 6). UnLecture: A Novel Active Learning Based Pedagogical Strategy for Engineering Courses. In Annual ASEE Conference.
• Subbian, V., Meunier, J. M., Korfhagen, J. J., Ratcliff, J. J., Shaw, G. J., & Beyette, F. R. (2014, 7). Quantitative assessment of post-concussion syndrome following mild traumatic brain injury using robotic technology. In Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 5353-5356.
• Voss, T. J., Subbian, V., & Beyette, F. R. (2014, 7). Feasibility of energy harvesting techniques for wearable medical devices. In Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, 626-629.
• Wright, K., Sherman, M., Cargile, R., & Subbian, V. (2014, 3). CincySTEM Urban Initiative: Designing pathways to science and engineering disciplines through project-based learning. In Integrated STEM Education Conference (ISEC), 2014 IEEE, 1-5.
• Zirger, B., Rutz, E., Boyd, D., Tappel, J., & Subbian, V. (2014, 3). Creating pathways to higher education: a cross-disciplinary MOOC with graduate credit. In Integrated STEM Education Conference (ISEC), 2014 IEEE, 1-5.
• Al-Deneh, Z., Ambekar, D., Dao, T., Dziech, A. L., Subbian, V., & Beyette, F. R. (2013, 7). Experimental validation of a microcontroller-based wireless device to quantify head impacts. In Circuits and Systems (MWSCAS), 2013 IEEE 56th International Midwest Symposium on, 392-395.
• Ambekar, D., Al-Deneh, Z., Dao, T., Dziech, A. L., Subbian, V., & Beyette, F. R. (2013, 7). Development of a point-of-care medical device to measure head impact in contact sports. In Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, 4167-4170.
• Subbian, V. (2013, 3). Role of MOOCs in integrated STEM education: A learning perspective. In Integrated STEM Education Conference (ISEC), 2013 IEEE, 1-4.
• Subbian, V., & Beyette, F. R. (2013, 10). Developing a new advanced microcontrollers course as a part of embedded systems curriculum. In Frontiers in Education Conference, 2013 IEEE, 1462-1464.
• Subbian, V., & Purdy, C. (2013, 3). Redesigning an advanced embedded systems course: A step towards interdisciplinary engineering education. In Integrated STEM Education Conference (ISEC), 2013 IEEE, 1-4.
• Subbian, V., Wilsey, P. A., & Beyette, F. R. (2013, 11). Heuristic evaluation of user interface for point-of-care diagnosis and rehabilitation of mild Traumatic Brain Injury. In Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on, 1250-1253.
• Subbian, V., Wilsey, P. A., & Beyette, F. R. (2013, 7). Design and development of a robotic system for clinical assessment of motor deficits. In Circuits and Systems (MWSCAS), 2013 IEEE 56th International Midwest Symposium on, 1275-1277.
• Subbian, V., Wilsey, P. A., & Beyette, F. R. (2013, 7). Development and evaluation of hardware for point-of-care assessment of upper-limb motor performance. In Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE, 938-940.
• Subbian, V., Beyette, F. R., & Wilsey, P. A. (2012, 7). Design and usability of a medical computing system for diagnosis of mild traumatic brain injury. In Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, 996-999.