Vignesh Subbian

Scholarly Works

Scholarly Works per year 2012 2020 2021 2022 2023

• 33 Article
• 17 Conference contribution
• 12 Conference article
• 7 Review article
• 5 More
  • 3 Paper
  • 1 Chapter
  • 1 Letter

Scholarly Works per year

Scholarly Works per year

Search results

• 2023

  Colchicine Drug Interaction Errors and Misunderstandings: Recommendations for Improved Evidence-Based Management

  Hansten, P. D., Tan, M. S., Horn, J. R., Gomez-Lumbreras, A., Villa-Zapata, L., Boyce, R. D., Subbian, V., Romero, A., Gephart, S. & Malone, D. C., Mar 2023, In: Drug Safety. 46, 3, p. 223-242 20 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Colchicine 100%
  • Drug Interactions 76%
  • Error 58%
  • Drug 41%
  • Cytochrome P-450 CYP3A 22%
• 2022

  AMIA's code of professional and ethical conduct 2022

  Petersen, C., Berner, E. S., Cardillo, A., Fultz Hollis, K., Goodman, K. W., Koppel, R., Korngiebel, D. M., Lehmann, C. U., Solomonides, A. E. & Subbian, V., Dec 13 2022, In: Journal of the American Medical Informatics Association : JAMIA. 30, 1, p. 3-7 5 p.

  Research output: Contribution to journal › Article › peer-review
  1 Scopus citations

• Clinical, technical, and implementation characteristics of real-world health applications using FHIR

  Griffin, A. C., He, L., Sunjaya, A. P., King, A. J., Khan, Z., Nwadiugwu, M., Douthit, B., Subbian, V., Nguyen, V., Braunstein, M., Jaffe, C. & Schleyer, T., Dec 1 2022, In: JAMIA Open. 5, 4, ooac077.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Global Health 100%
  • Delivery of Health Care 62%
  • Electronic Health Records 29%
  • Biomedical Research 14%

• Data Sharing Between Jail and Community Health Systems: Missing Links and Lessons for Re-Entry Success

  Glowalla, G. & Subbian, V., Jun 6 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 47-51 5 p. (Studies in Health Technology and Informatics; vol. 290).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Prisons 100%
  • Community Health Planning 97%
  • Information Dissemination 75%
  • Reentry 75%
  • Data Sharing 73%

• Epidemiology of atrial fibrillation in the All of Us Research Program

  Alonso, A., Alam, A. B., Kamel, H., Subbian, V., Qian, J., Boerwinkle, E., Cicek, M., Clark, C. R., Cohn, E. G., Gebo, K. A., Loperena-Cortes, R., Mayo, K. R., Mockrin, S., Ohno- Machado, L., Schully, S. D., Ramirez, A. H. & Greenland, P., Mar 2022, In: PloS one. 17, 3 March, e0265498.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Atrial Fibrillation 100%
  • Epidemiology 88%
  • Electronic Health Records 71%
  • Time and Motion Studies 16%
  • African Continental Ancestry Group 13%
  2 Scopus citations

• Ethical Decision-Making Frameworks for Engineering Education: A Cross-Disciplinary Review

  Subbian, V., Shaw, L. R. & Halpin, C. L., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review

• Integrating Asset-based Practices into Engineering Design Instruction

  Budinoff, H., Subbian, V. & Lopez, F. A., Aug 23 2022, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review

  • Students 100%
  • Engineering education 17%
  • Teaching 13%
  • Communication 7%

• Overriding Drug-Drug Interaction Alerts in Clinical Decision Support Systems: A Scoping Review

  Villa Zapata, L., Subbian, V., Boyce, R. D., Hansten, P. D., Horn, J. R., Gephart, S. M., Romero, A. & Malone, D. C., Jun 6 2022, MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). IOS Press BV, p. 380-384 5 p. (Studies in Health Technology and Informatics; vol. 290).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  • Drug interactions 100%
  • Clinical Decision Support Systems 83%
  • Decision support systems 65%
  • Drug Interactions 62%
  • Pharmaceutical Preparations 26%

• QTc Prolongation with the Use of Hydroxychloroquine and Concomitant Arrhythmogenic Medications: A Retrospective Study Using Electronic Health Records Data

  Villa Zapata, L., Boyce, R. D., Chou, E., Hansten, P. D., Horn, J. R., Gephart, S. M., Subbian, V., Romero, A. & Malone, D. C., Sep 2022, In: Drugs - Real World Outcomes. 9, 3, p. 415-423 9 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Hydroxychloroquine 100%
  • Electronic Health Records 76%
  • Retrospective Studies 50%
  • Sulfasalazine 36%
  • Methotrexate 18%

• Selecting venues for AMIA events and conferences: guiding ethical principles

  Lehmann, C. U., Fultz Hollis, K., Petersen, C., Demuro, P. R., Subbian, V., Koppel, R., Solomonides, A. E., Berner, E. S., Pan, E. C., Adler-Milstein, J. & Goodman, K. W., Aug 1 2022, In: Journal of the American Medical Informatics Association. 29, 8, p. 1319-1322 4 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • American Medical Association 100%
  • Medical Informatics 96%
  • Congresses 75%
  • Ethics Committees 30%
  • Civil Rights 19%
  2 Scopus citations

• Transfer Learning Approaches for Neuroimaging Analysis: A Scoping Review

  Ardalan, Z. & Subbian, V., Feb 21 2022, In: Frontiers in Artificial Intelligence. 5, 780405.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Neuroimaging 100%
  • Transfer learning 90%
  • Brain mapping 13%
  • Tuning 13%
  • Magnetic Resonance Imaging 9%
  2 Scopus citations

• Unraveling COVID-19: A Large-Scale Characterization of 4.5 Million COVID-19 Cases Using CHARYBDIS

  Kostka, K., Duarte-Salles, T., Prats-Uribe, A., Sena, A. G., Pistillo, A., Khalid, S., Lai, L. Y. H., Golozar, A., Alshammari, T. M., Dawoud, D. M., Nyberg, F., Wilcox, A. B., Andryc, A., Williams, A., Ostropolets, A., Areia, C., Jung, C. Y., Harle, C. A., Reich, C. G., Blacketer, C., & 55 othersMorales, D. R., Dorr, D. A., Burn, E., Roel, E., Tan, E. H., Minty, E., De Falco, F., De Maeztu, G., Lipori, G., Alghoul, H., Zhu, H., Thomas, J. A., Bian, J., Park, J., Roldán, J. M., Posada, J. D., Banda, J. M., Horcajada, J. P., Kohler, J., Shah, K., Natarajan, K., Lynch, K. E., Liu, L., Schilling, L. M., Recalde, M., Spotnitz, M., Gong, M., Matheny, M. E., Valveny, N., Weiskopf, N. G., Shah, N., Alser, O., Casajust, P., Park, R. W., Schuff, R., Seager, S., Du Vall, S. L., You, S. C., Song, S., Fernández-Bertolín, S., Fortin, S., Magoc, T., Falconer, T., Subbian, V., Huser, V., Ahmed, W. U. R., Carter, W., Guan, Y., Galvan, Y., He, X., Rijnbeek, P. R., Hripcsak, G., Ryan, P. B., Suchard, M. A. & Prieto-Alhambra, D., 2022, In: Clinical Epidemiology. 14, p. 369-384 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Republic of Korea 100%
  • Comorbidity 65%
  • Health 61%
  • Data Science 58%
  • Anniversaries and Special Events 53%
  3 Scopus citations
• 2021

  Asset-based Approaches to Engineering Design Education: A Scoping Review of Theory and Practice

  Budinoff, H. D. & Subbian, V., Jul 26 2021, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review

  • Education 100%
  • Students 43%
  • Engineering education 34%
  • Teaching 12%
  • Communication 7%
  2 Scopus citations

• Characteristics and outcomes of 627 044 COVID-19 patients living with and without obesity in the United States, Spain, and the United Kingdom

  Recalde, M., Roel, E., Pistillo, A., Sena, A. G., Prats-Uribe, A., Ahmed, W. U. R., Alghoul, H., Alshammari, T. M., Alser, O., Areia, C., Burn, E., Casajust, P., Dawoud, D., DuVall, S. L., Falconer, T., Fernández-Bertolín, S., Golozar, A., Gong, M., Lai, L. Y. H., Lane, J. C. E., & 19 othersLynch, K. E., Matheny, M. E., Mehta, P. P., Morales, D. R., Natarjan, K., Nyberg, F., Posada, J. D., Reich, C. G., Rijnbeek, P. R., Schilling, L. M., Shah, K., Shah, N. H., Subbian, V., Zhang, L., Zhu, H., Ryan, P., Prieto-Alhambra, D., Kostka, K. & Duarte-Salles, T., Nov 2021, In: International Journal of Obesity. 45, 11, p. 2347-2357 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Spain 100%
  • Obesity 71%
  • Hospitalization 16%
  • Demography 9%
  • Ambulatory Care 7%
  9 Scopus citations

• Characteristics and outcomes of over 300,000 patients with COVID-19 and history of cancer in the United States and Spain

  Roel, E., Pistillo, A., Recalde, M., Sena, A. G., Fernández-Bertolín, S., Aragón, M., Puente, D., Ahmed, W. U. R., Alghoul, H., Alser, O., Alshammari, T. M., Areia, C., Blacketer, C., Carter, W., Casajust, P., Culhane, A. C., Dawoud, D., DeFalco, F., DuVall, S. L., Falconer, T., & 33 othersGolozar, A., Gong, M., Hester, L., Hripcsak, G., Tan, E. H., Jeon, H., Jonnagaddala, J., Lai, L. Y. H., Lynch, K. E., Matheny, M. E., Morales, D. R., Natarajan, K., Nyberg, F., Ostropolets, A., Posada, J. D., Prats-Uribe, A., Reich, C. G., Rivera, D. R., Schilling, L. M., Soerjomataram, I., Shah, K., Shah, N. H., Shen, Y., Spotniz, M., Subbian, V., Suchard, M. A., Trama, A., Zhang, L., Zhang, Y., Ryan, P. B., Prieto-Alhambra, D., Kostka, K. & Duarte-Salles, T., Oct 2021, In: Cancer Epidemiology Biomarkers and Prevention. 30, 10, p. 1884-1894 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Coronavirus 100%
  • Spain 77%
  • Comorbidity 31%
  • Neoplasms 25%
  • Human Influenza 21%
  4 Scopus citations

• COVID-19 in patients with autoimmune diseases: Characteristics and outcomes in a multinational network of cohorts across three countries

  Tan, E. H., Sena, A. G., Prats-Uribe, A., You, S. C., Ahmed, W. U. R., Kostka, K., Reich, C., Duvall, S. L., Lynch, K. E., Matheny, M. E., Duarte-Salles, T., Bertolin, S. F., Hripcsak, G., Natarajan, K., Falconer, T., Spotnitz, M., Ostropolets, A., Blacketer, C., Alshammari, T. M., Alghoul, H., & 26 othersAlser, O., Lane, J. C. E., Dawoud, D. M., Shah, K., Yang, Y., Zhang, L., Areia, C., Golozar, A., Recalde, M., Casajust, P., Jonnagaddala, J., Subbian, V., Vizcaya, D., Lai, L. Y. H., Nyberg, F., Morales, D. R., Posada, J. D., Shah, N. H., Gong, M., Vivekanantham, A., Abend, A., Minty, E. P., Suchard, M., Rijnbeek, P., Ryan, P. B. & Prieto-Alhambra, D., Oct 1 2021, In: Revmatologiia (Bulgaria). 60, SI, p. SI37-SI50

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Coronavirus 100%
  • Autoimmune Diseases 68%
  • Human Influenza 36%
  • Hospitalization 22%
  • Mortality 15%
  18 Scopus citations

• Designing and evaluating contextualized drug-drug interaction algorithms

  Chou, E., Boyce, R. D., Balkan, B., Subbian, V., Romero, A., Hansten, P. D., Horn, J. R., Gephart, S. & Malone, D. C., Jan 1 2021, In: JAMIA Open. 4, 1, ooab023.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Drug Interactions 100%
  • Pharmaceutical Preparations 42%
  • Electronic Health Records 19%
  • Artifacts 17%
  • Clinical Decision Support Systems 12%
  9 Scopus citations

• Ethics and informatics in the age of COVID-19: challenges and recommendations for public health organization and public policy

  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., Jan 1 2021, In: Journal of the American Medical Informatics Association. 28, 1, p. 184-189 6 p.

  Research output: Contribution to journal › Article › peer-review

  • Informatics 100%
  • Public Policy 87%
  • Pandemics 84%
  • Health Policy 80%
  • Ethics 80%
  17 Scopus citations

• Identifying barriers to and opportunities for telehealth implementation amidst the COVID-19 pandemic by using a human factors approach: A leap into the future of health care delivery?

  Zhang, T., Mosier, J. & Subbian, V., Apr 2021, In: JMIR Human Factors. 8, 2, e24860.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Telemedicine 100%
  • Pandemics 96%
  • Human engineering 92%
  • Health care 90%
  • health care 64%
  6 Scopus citations

• Impact of COVID-19 Pandemic on Emergency Department Visits: A Regional Case Study of Informatics Challenges and Opportunities

  Ghaderi, H., Stowell, J. R., Akhter, M., Norquist, C., Pugsley, P. & Subbian, V., 2021, In: AMIA ... Annual Symposium proceedings. AMIA Symposium. 2021, p. 496-505 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Informatics 100%
  • Pandemics 84%
  • Hospital Emergency Service 63%
  • Public Health 33%
  • Patient Acuity 22%
  2 Scopus citations

• Making science computable: Developing code systems for statistics, study design, and risk of bias

  For the COVID-19 Knowledge Accelerator (COKA) Initiative, Mar 2021, In: Journal of Biomedical Informatics. 115, 103685.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Terminology 100%
  • Interoperability 86%
  • Statistics 70%
  • Health Information Exchange 70%
  • Health 66%
  5 Scopus citations

• Pediatric data from the All of Us research program: Demonstration of pediatric obesity over time

  Giangreco, N. P., Lina, S., Qian, J., Kouame, A., Subbian, V., Boerwinkle, E., Cicek, M., Clark, C. R., Cohen, E., Gebo, K. A., Loperena-Cortes, R., Mayo, K., Mockrin, S., Ohno-Machado, L., Schully, S. D., Tatonetti, N. P. & Ramirez, A. H., Oct 1 2021, In: JAMIA Open. 4, 4, ooab112.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Pediatric Obesity 100%
  • Electronic Health Records 76%
  • Pediatrics 59%
  • Body Mass Index 26%
  • Prescriptions 15%
  2 Scopus citations

• Phenotyping COVID-19 patients by ventilation therapy: Data quality challenges and cohort characterization

  Essay, P., Mosier, J. & Subbian, V., Jul 1 2021, Public Health and Informatics: Proceedings of MIE 2021. IOS Press, p. 198-202 5 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  Open Access

  • Data Accuracy 100%
  • Ventilation 84%
  • Resource Allocation 25%
  • Phenotype 19%
  • Therapeutics 15%
  1 Scopus citations

• Recurrent Neural Network based Time-Series Modeling for Long-term Prognosis Following Acute Traumatic Brain Injury

  Nayebi, A., Tipirneni, S., Foreman, B., Ratcliff, J., Reddy, C. K. & Subbian, V., 2021, In: AMIA ... Annual Symposium proceedings. AMIA Symposium. 2021, p. 900-909 10 p.

  Research output: Contribution to journal › Article › peer-review

  • Traumatic Brain Injury 100%
  • Brain Injuries 98%
  • Computer Neural Networks 66%
  • Area Under Curve 41%
  • ROC Curve 21%

• Risk of depression, suicide and psychosis with hydroxychloroquine treatment for rheumatoid arthritis: A multinational network cohort study

  Lane, J. C. E., Weaver, J., Kostka, K., Duarte-Salles, T., Abrahao, M. T. F., Alghoul, H., Alser, O., Alshammari, T. M., Areia, C., Biedermann, P., Banda, J. M., Burn, E., Casajust, P., Fister, K., Hardin, J., Hester, L., Hripcsak, G., Kaas-Hansen, B. S., Khosla, S., Kolovos, S., & 28 othersLynch, K. E., Makadia, R., Mehta, P. P., Morales, D. R., Morgan-Stewart, H., Mosseveld, M., Newby, D., Nyberg, F., Ostropolets, A., Woong Park, R., Prats-Uribe, A., Rao, G. A., Reich, C., Rijnbeek, P., Sena, A. G., Shoaibi, A., Spotnitz, M., Subbian, V., Suchard, M. A., Vizcaya, D., Wen, H., Wilde, M. D., Xie, J., You, S. C., Zhang, L., Lovestone, S., Ryan, P. & Prieto-Alhambra, D., Jul 1 2021, In: Rheumatology and Rehabilitation. 60, 7, p. 3222-3234 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Hydroxychloroquine 100%
  • Suicidal Ideation 88%
  • Psychotic Disorders 69%
  • Suicide 68%
  • Rheumatoid Arthritis 61%
  9 Scopus citations

• Serum potassium changes due to concomitant ACEI/ARB and spironolactone therapy: A systematic review and meta-analysis

  Villa-Zapata, L., Carhart, B. S., Horn, J. R., Hansten, P. D., Subbian, V., Gephart, S., Tan, M., Romero, A. & Malone, D. C., Dec 15 2021, In: American Journal of Health-System Pharmacy. 78, 24, p. 2245-2255 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Receptor Blocking Agent 100%
  • Spironolactone 96%
  • Angiotensin-Converting Enzyme Inhibitor 85%
  • Angiotensin 78%
  • Angiotensin Receptor Antagonists 69%
  2 Scopus citations

• Stigma, biomarkers, and algorithmic bias: Recommendations for precision behavioral health with artificial intelligence

  Walsh, C. G., Chaudhry, B., Dua, P., Goodman, K. W., Kaplan, B., Kavuluru, R., Solomonides, A. & Subbian, V., 2021, In: JAMIA Open. 3, 1, p. 9-15 7 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Artificial Intelligence 100%
  • Social Stigma 54%
  • Biomarkers 49%
  • Health 36%
  • Mental Health 29%
  23 Scopus citations

• The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment

  N3C Consortium, Mar 1 2021, In: Journal of the American Medical Informatics Association. 28, 3, p. 427-443 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Coronavirus 100%
  • Organizations 49%
  • Machine Learning 44%
  • Research Personnel 41%
  • Interdisciplinary Placement 30%
  135 Scopus citations

• Use of repurposed and adjuvant drugs in hospital patients with covid-19: Multinational network cohort study

  Prats-Uribe, A., Sena, A. G., Lai, L. Y. H., Ahmed, W. U. R., Alghoul, H., Alser, O., Alshammari, T. M., Areia, C., Carter, W., Casajust, P., Dawoud, D., Golozar, A., Jonnagaddala, J., Mehta, P. P., Gong, M., Morales, D. R., Nyberg, F., Posada, J. D., Recalde, M., Roel, E., & 23 othersShah, K., Shah, N. H., Schilling, L. M., Subbian, V., Vizcaya, D., Zhang, L., Zhang, Y., Zhu, H., Liu, L., Cho, J., Lynch, K. E., Matheny, M. E., You, S. C., Rijnbeek, P. R., Hripcsak, G., Lane, J. C. E., Burn, E., Reich, C., Suchard, M. A., Duarte-Salles, T., Kostka, K., Ryan, P. B. & Prieto-Alhambra, D., May 11 2021, In: The BMJ. 373, n1038.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Drug Repositioning 100%
  • Spain 70%
  • China 58%
  • Republic of Korea 57%
  • Cohort Studies 49%
  27 Scopus citations
• 2020

  Assessing reproducibility and veracity across machine learning techniques in biomedicine: A case study using TCGA data

  Kim, A. A., Rachid Zaim, S. & Subbian, V., Sep 2020, In: International Journal of Medical Informatics. 141, 104148.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Machine Learning 100%
  • Atlases 95%
  • Genome 60%
  • Learning 32%
  • Neoplasms 28%
  4 Scopus citations

• Decompensation in critical care: Early prediction of acute heart failure onset

  Essay, P., Balkan, B. & Subbian, V., Aug 2020, In: JMIR Medical Informatics. 8, 8, e19892.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Critical Care 100%
  • Heart Failure 83%
  • Vital Signs 63%
  • Intensive Care Units 63%
  • Forests 33%
  6 Scopus citations

• Epidemiology of Pediatric Traumatic Brain Injury and Hypothalamic-Pituitary Disorders in Arizona

  Ortiz, J. B., Sukhina, A., Balkan, B., Harootunian, G., Adelson, P. D., Lewis, K. S., Oatman, O., Subbian, V., Rowe, R. K. & Lifshitz, J., Jan 22 2020, In: Frontiers in Neurology. 10, 1410.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Pituitary Diseases 100%
  • Traumatic Brain Injury 68%
  • Epidemiology 54%
  • Pediatrics 44%
  • International Classification of Diseases 13%
  11 Scopus citations

• Ethics in Telehealth: Comparison between Guidelines and Practice-based Experience -the Case for Learning Health Systems

  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., Aug 1 2020, In: Yearbook of medical informatics. 29, 1, p. 44-50 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Learning Health System 100%
  • Telemedicine 66%
  • Ethics 61%
  • Practice Guidelines 56%
  • Guidelines 38%
  9 Scopus citations

• It is time for computable evidence synthesis: The COVID-19 Knowledge Accelerator initiative

  Alper, B. S., Richardson, J. E., Lehmann, H. P. & Subbian, V., Aug 1 2020, In: Journal of the American Medical Informatics Association. 27, 8, p. 1338-1339 2 p.

  Research output: Contribution to journal › Letter › peer-review

  Open Access
  6 Scopus citations

• Piloting an adaptive ethical decision-making tool for engineering students

  Subbian, V. & Shaw, L. R., Jun 22 2020, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2020-June, 1100.

  Research output: Contribution to journal › Conference article › peer-review
  2 Scopus citations

• Rule-based cohort definitions for acute respiratory failure: Electronic phenotyping algorithm

  Essay, P., Mosier, J. & Subbian, V., Apr 2020, In: JMIR Medical Informatics. 8, 4, e18402.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Respiratory Insufficiency 100%
  • Phenotype 45%
  • Ventilation 40%
  • Artificial Respiration 36%
  • Insufflation 28%
  4 Scopus citations

• Special Section on Ethics in Health Informatics

  Section Editors Special Section on Ethics in Health Informatics of the International Medical Informatics Association Yearbook, Aug 1 2020, In: Yearbook of medical informatics. 29, 1, p. 77-80 4 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Medical Informatics 100%
  • Ethics 80%
  • Informatics 40%
  • Artificial Intelligence 20%
  • Privacy 18%
  2 Scopus citations

• Switching modalities: Implications of online education in biomedical engineering

  Subbian, V. & Whitaker, D. B., Jun 22 2020, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2020-June, 1306.

  Research output: Contribution to journal › Conference article › peer-review
  1 Scopus citations
• 2019

  Patients as Agents in Behavioral Health Research and Service Provision: Recommendations to Support the Learning Health System

  Galvin, H. K., Petersen, C., Subbian, V. & Solomonides, A., 2019, In: Applied Clinical Informatics. 10, 5, p. 841-848 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Learning Health System 100%
  • Behavioral Research 83%
  • Proxy 62%
  • Health Services 52%
  • Health 43%
  11 Scopus citations

• Stem servingness at Hispanic serving institutions

  Subbian, V., Franco, M. & Lozano, G., Jun 15 2019, In: ASEE Annual Conference and Exposition, Conference Proceedings.

  Research output: Contribution to journal › Conference article › peer-review
  1 Scopus citations

• The connected intensive care unit patient: Exploratory analyses and cohort discovery from a critical care telemedicine database

  Essay, P., Shahin, T. B., Balkan, B., Mosier, J. & Subbian, V., Jan 2019, In: JMIR Medical Informatics. 7, 1, e13006.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Telemedicine 100%
  • Critical Care 79%
  • Intensive Care Units 74%
  • Cohort Studies 61%
  • Databases 54%
  11 Scopus citations
• 2018

  AMIA's code of professional and ethical conduct 2018

  Petersen, C., Berner, E. S., Embi, P. J., Hollis, K. F., Goodman, K. W., Koppel, R., Lehmann, C. U., Lehmann, H., Maulden, S. A., McGregor, K. A., Solomonides, A., Subbian, V., Terrazas, E. & Winkelstein, P., Nov 1 2018, In: Journal of the American Medical Informatics Association. 25, 11, p. 1579-1582 4 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access
  7 Scopus citations

• Beyond ramps and signs: Rethinking support structures for engineering students with disabilities

  Alvarez, A. M., Johnson, P. C., Zawada, S., Shaw, L., Franco, M. & Subbian, V., Apr 29 2018.

  Research output: Contribution to conference › Paper › peer-review
  1 Scopus citations

• Evaluating ICU Clinical Severity Scoring Systems and Machine Learning Applications: APACHE IV/IVa Case Study

  Balkan, B., Essay, P. & Subbian, V., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 4073-4076 4 p. 8513324. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Intensive care units 100%
  • Physiology 91%
  • APACHE 89%
  • Machine Learning 85%
  • Health 55%
  12 Scopus citations

• Leveraging mobile health applications for biomedical research and citizen science: A scoping review

  Schmitz, H., Howe, C. L., Armstrong, D. G. & Subbian, V., Dec 1 2018, In: Journal of the American Medical Informatics Association. 25, 12, p. 1685-1695 11 p.

  Research output: Contribution to journal › Review article › peer-review

  • Citizen Science 100%
  • Mobile Applications 69%
  • Telemedicine 58%
  • Biomedical Research 53%
  • Privacy 25%
  16 Scopus citations

• NeuroBytes: Development of an integrative educational module across neurophysiology and engineering (Evaluation)

  Gossler, I. M., Subbian, V. & Rogers, J. J., Jun 23 2018, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

  Research output: Contribution to journal › Conference article › peer-review

  • Neurophysiology 100%
  • Students 48%
  • Biomedical engineering 43%
  • Neurology 13%
  • Neurons 10%

• Re-envisioning the role of the engineering education chapter at a research-i institution: Lessons from a cross-disciplinary model

  Vezino, B., Alvarez, A. M., Hempel, B., Loera, C. J., Davidson, S., Boyd, S. & Subbian, V., Jun 23 2018, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

  Research output: Contribution to journal › Conference article › peer-review

  • Engineering education 100%
  • Students 35%
  • Lead 11%
  • Education 10%

• Re-framing and reimagining the doctoral student narrative: Black women's experiences in engineering and computer science

  Artis, S., Subbian, V., Shavers, M. C., Le Sure, S., Spencer, B. M. & Joshi, A. P., Jun 23 2018, In: ASEE Annual Conference and Exposition, Conference Proceedings. 2018-June

  Research output: Contribution to journal › Conference article › peer-review

  • Computer science 100%
  • Students 73%
  2 Scopus citations
• 2017

  The bidirectional gut-brain-microbiota axis as a potential nexus between traumatic brain injury, inflammation, and disease

  Sundman, M. H., Chen, N. K., Subbian, V. & Chou, Y. H., Nov 2017, In: Brain, Behavior, and Immunity. 66, p. 31-44 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Nexus 100%
  • Encephalitis 75%
  • Gastrointestinal Microbiome 69%
  • Traumatic Brain Injury 69%
  • Brain Diseases 67%
  101 Scopus citations

• Tissue augmentation with allograft adipose matrix for the diabetic foot in remission

  Shahin, T. B., Vaishnav, K. V., Watchman, M., Subbian, V., Larson, E. E., Chnari, E. & Armstrong, D. G., 2017, In: Plastic and Reconstructive Surgery - Global Open. 5, 10, e1555.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Diabetic Foot 100%
  • Allografts 73%
  • Pressure 54%
  • Bony Callus 52%
  • Ulcer 37%
  8 Scopus citations