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Subbian, Vignesh

https://orcid.org/0000-0001-9974-8382

Mayo Clinic

University of Arizona

Citations 9

Developing and sustaining inclusive language in biomedical informatics communications: an AMIA Board of Directors endorsed paper on the Inclusive Language and Context Style Guidelines
Walk, Oliver Bear Don’t, Haldar, Shefali , Wei, Duo, Huang, Hu , Keloth, Vipina K. , Leung, Tiffany I. , Desai, Pooja , Korngiebel, Diane M. , Wiley, Laura K. , Ogunyemi, Omolola , Dirks, Lisa G. , Kronk, Clair , Martin, Krista, Anand, Tara V. , Volpe, Salvatore G, Yung, Nathan , Lucero, Robert , Bright, Tiffani J , Walk, Oliver J. Bear Don’t , Fan, Jungwei , Keloth, Vipina K , Desai, Pooja , Grossman Liu, Lisa , Pichon, Adrienne , Subbian, Vignesh , Solomonides, Anthony E , Wiley, Laura K , Ogunyemi, Omolola , Iott, Bradley , Kronk, Clair , Foraker, Randi , Anand, Tara , Bear Don't Walk Iv, Oliver J , Rivera, Rebecca L. , Fan, Jungwei , Subbian, Vignesh , Solomonides, Anthony , Jackson, Gretchen Purcell , Dankwa‐Mullan, Irene , Everhart, Avery , Parker, Andrea G. , Foraker, Randi E. , Volpe, Salvatore G, Rizvi, Rubina F

Journal of the American Medical Informatics Association | June 16, 2025 | Volume: 32 | Issue: 8 | Pages: 1380-1387

10.1093/jamia/ocaf096 Get It

Abstract Objectives In 2023, AMIA’s Inclusive Language and Context Style Guidelines (the “Guidelines”) were approved by the Board of Directors and made a publicly available resource. This work began in 2021 through AMIA’s DEI Task Force and subsequent DEI Committee; many members provided input, feedback, and time to create the Guidelines. In this paper, the authors provide a transparent account of the origin, development, contents, and dissemination of the Guidelines and share plans for their future development and use. Materials and Methods Our approach to drafting, refining, and distributing the Guidelines included consulting existing language guides, AMIA member reviews, external expert reviews, webinars, and workshops. Through an iterative approach to drafting and refining the Guidelines, the authors consulted relevant language guidelines and many experts throughout and beyond the AMIA community. Results The Inclusive Language Context Guidelines were formally approved by the AMIA Board of Directors on February 15, 2023. The Guidelines included four principles to be considered in scientific communications: Plurality, Precision, Transparency, and Destigmatization. Discussion A moment of vulnerability where an AMIA member raised concerns about the use of harmful language during a presentation resulted in the creation of a principled approach to support inclusive language within biomedical and health informatics communications. We envision that the Guidelines will support health equity by challenging dominant public narratives around health, fostering stronger interdisciplinary collaboration and critical thinking about the impact of language, and creating a more welcoming environment for the broader AMIA community. This work could not have been completed without the support of many AMIA members and other researchers in biomedical and health informatics. The Guidelines are a living document that will continue to be updated with input and feedback from the AMIA community into the future.
Paging the Clinical Informatics Community: Respond STAT to Dobbs v. Jackson's Women's Health Organization
Ravi, Akshay , Weia, Benjamin , Aarts, Jos , Ahmad, Hasan B., Araj, Ellen, Bauml, Julie A., Boyd, Andrew D. , Brecht-Doscher, Aimee, Butler‐Henderson, Kerryn , Butte, Atul J. , Cardilo, Anthony B., Chilukuri, Nymisha , Cho, Mildred K. , Cohen, Jenny K., Craven, Catherine K. , Crusco, Salvatore, Dadabhoy, Farah Z. , Dash, Dev , DeBolt, Claire , Fayanju, Oluseyi A, Fochtmann, Laura J. , Graham, Justin V., Hanna, John , Hofford, Mackenzie , Hron, Jonathan D. , Huang, Sean S, Jackson, Brian R. , Kaplan, Bonnie , Kelly, William R. , Ko, Kyungmin, Kurapati, Nikhil , Labbad, Gabriel , Lee, Julie , Leitner, Stefano, Liao, Zachary C , Melnick, Edward R. , Muniyappa, Anoop , Murray, Sara G. , Nichols-Johnson, Victoria, Novak, Laurie L. , Ogan, William Scott , Ozeran, Larry, Pageler, Natalie M. , Pandita, Deepti , Perumbeti, Ajay, Petersen, Carolyn , Pierce, Logan , Puttagunta, Raghuveer, Ramaswamy, Priya , Rogers, Kendall, Ryan, Angela M., Sarabu, Chethan , Shaw, Kate A. , Spector, Jacob D. , Starren, Justin , Stoffel, Michelle , Swanson, Karl , Tomes, Adrian, Unertl, Kim M. , Weon, Jenny L. , Wiley, Kevin , Winkelstein, Peter , Wong, Jenson, Xie, James , Yarahuan, Julia , Yung, Nathan , Zera, Chloe , Sadasivaiah, Shobha , Boyd, Andrew D , Melnick, Edward R , Petersen, Carolyn , Arvisais‐Anhalt, Simone , Benham‐Hutchins, Marge , Brecht-Doscher, Aimee, Elkin, Peter L. , Hersh, William , Kelly, William, Koppel, Ross , Lehmann, Christoph U. , Medford, Richard J , Neinstein, Aaron Barak , Rosenbloom, S. Trent , Ryan, Angela, Saleh, Sameh Nagui , Schreiber, Richard , Sim, Ida , Sirintrapun, Sahussapont Joseph , Solomonides, Anthony , Subbian, Vignesh , Trang, Karen , Whooley, Mary A. , Williamson, Drew F. K. , Ratanawongsa, Neda

Applied Clinical Informatics | December 19, 2022 | Volume: 14 | Issue: 01 | Pages: 164-171

10.1055/a-2000-7590 Get It

AMIA’s code of professional and ethical conduct 2022
Petersen, Carolyn , Cardillo, Anthony, Hollis, Kate Fultz , Goodman, Kenneth W. , Koppel, Ross , Korngiebel, Diane M. , Lehmann, Christoph U. , Solomonides, Anthony , Fultz Hollis, Kate , Goodman, Kenneth W , Koppel, Ross , Lehmann, Christoph U , Solomonides, Anthony E , Petersen, Carolyn , Berner, Eta S. , Subbian, Vignesh

Journal of the American Medical Informatics Association | October 6, 2022 | Volume: 30 | Issue: 1 | Pages: 3-7

10.1093/jamia/ocac192 Get It

Selecting venues for AMIA events and conferences: guiding ethical principles
Lehmann, Christoph U. , Hollis, Kate Fultz , Petersen, Carolyn , DeMuro, Paul R. , Subbian, Vignesh , Koppel, Ross , Solomonides, Anthony , Pan, Eric, Fultz Hollis, Kate , Solomonides, Anthony E , Pan, Eric C , Goodman, Kenneth W , Koppel, Ross , Lehmann, Christoph U , Petersen, Carolyn , Subbian, Vignesh , Berner, Eta S. , Adler‐Milstein, Julia , Goodman, Kenneth W.

Journal of the American Medical Informatics Association | April 28, 2022 | Volume: 29 | Issue: 8 | Pages: 1319-1322

10.1093/jamia/ocac073 Get It

Abstract A discussion and debate on the American Medical Informatics Association’s (AMIA) Ethical, Legal, and Social Issues (ELSI) Working Group listserv in 2021 raised important issues related to a forthcoming conference in Texas. Texas had recently enacted a restrictive abortion law and restricted voting rights. Several AMIA members advocated for a boycott of the state and the scheduled conference. The discussion led the AMIA Board of Directors to request that the organization’s Ethics Committee provide general guidance for principle-based venue selection. This document recommends overarching principles for the venue selection for future AMIA events and conferences. Discussions by the AMIA Board, the Ethics Committee, and the ELSI Working Group informed these recommendations, and this document on guiding principles was approved by the AMIA Board of Directors in April 2022.
Pediatric data from the All of Us research program: demonstration of pediatric obesity over time
Giangreco, Nicholas , Lina, Sulieman, Qian, Jun , Kouame, Aymone, Subbian, Vignesh , Boerwinkle, Eric , Cicek, Mine , Clark, Cheryl R. , Cohen, Elizabeth, Loperena-Cortes, Roxana, Mayo, Kelsey , Mockrin, Stephen, Ohno‐Machado, Lucila , Schully, Sheri D. , Ramirez, Andrea H. , Giangreco, Nicholas P , Subbian, Vignesh , Qian, Jun, Cohen, Elizabeth, Gebo, Kelly A , Tatonetti, Nicholas P.

JAMIA Open | December 28, 2021 | Volume: 4 | Issue: 4 | Pages: No page available

10.1093/jamiaopen/ooab112 Get It

Abstract Objective To describe and demonstrate use of pediatric data collected by the All of Us Research Program. Materials and Methods All of Us participant physical measurements and electronic health record (EHR) data were analyzed including investigation of trends in childhood obesity and correlation with adult body mass index (BMI). Results We identified 19 729 participants with legacy pediatric EHR data including diagnoses, prescriptions, visits, procedures, and measurements gathered since 1980. We found an increase in pediatric obesity diagnosis over time that correlates with BMI measurements recorded in participants’ adult EHRs and those physical measurements taken at enrollment in the research program. Discussion We highlight the availability of retrospective pediatric EHR data for nearly 20 000 All of Us participants. These data are relevant to current issues such as the rise in pediatric obesity. Conclusion All of Us contains a rich resource of retrospective pediatric EHR data to accelerate pediatric research studies.
Special Section on Ethics in Health Informatics
Petersen, Carolyn , Yearbook, Section Editors Special Section on Ethics in Health Informatics of the International Medical Informatics Association, Petersen, Carolyn , Subbian, Vignesh , Yearbook, Section Editors Special Section on Ethics in Health Informatics of the International Medical Informatics Association

Yearbook of Medical Informatics | August 21, 2020 | Volume: 29 | Issue: 01 | Pages: 077-080

10.1055/s-0040-1702014 Get It

Summary Objective: To summarize significant research contributions on ethics in medical informatics published in 2019. Methods: An extensive search using PubMed/Medline was conducted to identify the scientific contributions published in 2019 that address ethics issues in medical informatics. The selection process comprised three steps: 1) 15 candidate best papers were first selected by the two section editors; 2) external reviewers from internationally renowned research teams reviewed each candidate best paper; and 3) the final selection of three best papers was conducted by the editorial committee of the Yearbook. Results: The three selected best papers explore timely issues of concern to the community and demonstrate how ethics considerations influence applied informatics. Conclusion: With regard to ethics in informatics, data sharing and privacy remain primary areas of concern. Ethics issues related to the development and implementation of artificial intelligence is an emerging topic of interest.
Ethics and informatics in the age of COVID-19: challenges and recommendations for public health organization and public policy
Subbian, Vignesh , Clarkson, Melissa D. , Rahimzadeh, Vasiliki , Petersen, Carolyn , Schreiber, Richard , DeMuro, Paul R. , Dua, Prerna, Goodman, Kenneth W. , Kaplan, Bonnie J. , Lehmann, Christoph U. , Pan, Eric, Goodman, Kenneth W , Lehmann, Christoph U , Petersen, Carolyn , Subbian, Vignesh , Solomonides, Anthony , Kaplan, Bonnie, Koppel, Ross , Senathirajah, Yalini

Journal of the American Medical Informatics Association | July 24, 2020 | Volume: 28 | Issue: 1 | Pages: 184-189

10.1093/jamia/ocaa188 Get It

AbstractThe COVID-19 pandemic response in the United States has exposed significant gaps in information systems and processes that prevent timely clinical and public health decision-making. Specifically, the use of informatics to mitigate the spread of SARS-CoV-2, support COVID-19 care delivery, and accelerate knowledge discovery bring to the forefront issues of privacy, surveillance, limits of state powers, and interoperability between public health and clinical information systems. Using a consensus-building process, we critically analyze informatics-related ethical issues in light of the pandemic across 3 themes: (1) public health reporting and data sharing, (2) contact tracing and tracking, and (3) clinical scoring tools for critical care. We provide context and rationale for ethical considerations and recommendations that are actionable during the pandemic and conclude with recommendations calling for longer-term, broader change (beyond the pandemic) for public health organization and policy reform.
Patients as Agents in Behavioral Health Research and Service Provision: Recommendations to Support the Learning Health System
Galvin, Hannah K. , Petersen, Carolyn , Petersen, Carolyn , Subbian, Vignesh , Solomonides, Anthony

Applied Clinical Informatics | November 6, 2019 | Volume: 10 | Issue: 05 | Pages: 841-848

10.1055/s-0039-1700536 Get It

AbstractAuthentic inclusion and engagement of behavioral health patients in their care delivery and in the process of scientific discovery are often challenged in the health care system. Consequently, there is a growing need to engage with and better serve the needs of behavioral health patients, particularly by leveraging health information technologies. In this work, we present rationale and strategies for improving patient engagement in this population in research and clinical care. First, we describe the potential for creating meaningful patient–investigator partnerships in behavioral health research to allow for cocreation of knowledge with patients. Second, in the context of behavioral health services, we explore the utility of sharing clinical notes to promote patients' agency in care delivery. Both lines of inquiry are centered in a Learning Health System model for behavioral health, where patients are agents in enhancing the therapeutic alliance and advancing the process of knowledge generation. Recommendations include genuinely democratizing the health care system and biomedical research enterprise through patient-centered information technologies such as patient portals. In research and technology development, we recommend seeking and tailoring behavioral health patients' involvement to their abilities, promoting patient input in data analysis plans, evaluating research and informatics initiatives for patients and clinicians, and sharing success and research findings with patients. In clinical practice, we recommend encouraging patients to read behavioral health notes on portals, engaging in proactive communication regarding note content, assessing outcomes including stress and anxiety in response to note content, and working with technology providers to support note-sharing governance and deployment.
AMIA’s code of professional and ethical conduct 2018
Petersen, Carolyn , Embí, Peter J. , Hollis, Kate Fultz , Koppel, Ross , Lehmann, Christoph U. , Maulden, Sarah A., McGregor, Kyle A. , Terrazas, Enrique, Winkelstein, Peter , Fultz Hollis, Kate , Koppel, Ross , Lehmann, Christoph U , Petersen, Carolyn , Berner, Eta S. , Goodman, Kenneth W. , Lehmann, Harold P. , Solomonides, Anthony , Subbian, Vignesh

Journal of the American Medical Informatics Association | June 18, 2018 | Volume: 25 | Issue: 11 | Pages: 1579-1582

10.1093/jamia/ocy092 Get It