Optimizing word embeddings for small datasets: a case study on patient portal messages from breast cancer patients

Autor: Qingyuan Song, Congning Ni, Jeremy L. Warner, Qingxia Chen, Lijun Song, S. Trent Rosenbloom, Bradley A. Malin, Zhijun Yin

Publikováno v: Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)

Abstract Patient portal messages often relate to specific clinical phenomena (e.g., patients undergoing treatment for breast cancer) and, as a result, have received increasing attention in biomedical research. These messages require natural language

Externí odkaz: https://doaj.org/article/8b38cc3209a343e387b9cc3e5180b943

Eliciting Insights From Chat Logs of the 25X5 Symposium to Reduce Documentation Burden: Novel Application of Topic Modeling

Autor: Amanda J Moy, Jennifer Withall, Mollie Hobensack, Rachel Yeji Lee, Deborah R Levy, Sarah C Rossetti, S Trent Rosenbloom, Kevin Johnson, Kenrick Cato

Publikováno v: Journal of Medical Internet Research, Vol 25, p e45645 (2023)

BackgroundAddressing clinician documentation burden through “targeted solutions” is a growing priority for many organizations ranging from government and academia to industry. Between January and February 2021, the 25 by 5: Symposium to Reduce Do

Externí odkaz: https://doaj.org/article/2b9f6a589e9248b48d1a15cd6439898b

Empowering patients to address diabetes care gaps: formative usability testing of a novel patient portal intervention

Autor: Lyndsay A Nelson, Carrie Reale, Shilo Anders, Russ Beebe, S Trent Rosenbloom, Amber Hackstadt, Kryseana J Harper, Lindsay S Mayberry, Jared G Cobb, Neeraja Peterson, Tom Elasy, Zhihong Yu, William Martinez

Publikováno v: JAMIA Open. 6

Objective The aim of this study was to design and assess the formative usability of a novel patient portal intervention designed to empower patients with diabetes to initiate orders for diabetes-related monitoring and preventive services. Materials a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::e9359cdba9c9330df78535e3752935fd
https://doi.org/10.1093/jamiaopen/ooad030

Paging the Clinical Informatics Community: Respond STAT to Dobbs v Jackson's Women's Health Organization

Autor: Simone Arvisais-Anhalt, Akshay Ravi, Benjamin Weia, Jos Aarts, Hasan B. Ahmad, Ellen Araj, Julie A. Bauml, Marge Benham-Hutchins, Andrew D. Boyd, Aimee Brecht-Doscher, Kerryn Butler-Henderson, Atul J. Butte, Anthony B. Cardilo, Nymisha Chilukuri, Mildred K. Cho, Jenny K. Cohen, Catherine K. Craven, Salvatore Crusco, Farah Dadabhoy, Dev Dash, Claire DeBolt, Peter L. Elkin, Oluseyi A. Fayanju, Laura J. Fochtmann, Justin V. Graham, John J. Hanna, William Hersh, Mackenzie R. Hofford, Jonathan D. Hron, Sean S. Huang, Brian R. Jackson, Bonnie Kaplan, William Kelly, Kyungmin Ko, Ross Koppel, Nikhil Kurapati, Gabriel Labbad, Julie J. Lee, Christoph U. Lehmann, Stefano Leitner, Zachary C. Liao, Richard J. Medford, Edward R. Melnick, Anoop N. Muniyappa, Sara G. Murray, Aaron Barak Neinstein, Victoria Nichols-Johnson, Laurie Lovett Novak, William Scott Ogan, Larry Ozeran, Natalie M. Pageler, Deepti Pandita, Ajay Perumbeti, Carolyn Petersen, Logan Pierce, Raghuveer Puttagunta, Priya Ramaswamy, Kendall M. Rogers, S Trent Rosenbloom, Angela Ryan, Sameh Saleh, Chethan Sarabu, Richard Schreiber, Kate A. Shaw, Ida Sim, S Joseph Sirintrapun, Anthony Solomonides, Jacob D. Spector, Justin B. Starren, Michelle Stoffel, Vignesh Subbian, Karl Swanson, Adrian Tomes, Karen Trang, Kim M. Unertl, Jenny L. Weon, Mary A. Whooley, Kevin Wiley, Drew F. K. Williamson, Peter Winkelstein, Jenson Wong, James Xie, Julia K. W. Yarahuan, Nathan Yung, Chloe Zera, Neda Ratanawongsa, Shobha Sadasivaiah

Publikováno v: Applied Clinical Informatics, 14(1), 164-171. Georg Thieme Verlag

n/a.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::576ae3f62ed694410fd917541c20d613
https://pubmed.ncbi.nlm.nih.gov/36535703

Reflections on the Documentation Burden Reduction AMIA Plenary Session through the Lens of 25x5

Autor: Deborah R. Levy, Elizabeth A. Sloss, David Chartash, Sarah T. Corley, Rebecca G. Mishuris, S. Trent Rosenbloom, Victoria L. Tiase

Publikováno v: Applied clinical informatics.

Documentation burden, defined as the excessive effort expended on healthcare documentation, is associated with a number of adverse outcomes, including clinician burnout, reduced quality of medical care, and disruption of clinical data contained in th

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0e0dc6bfbd7b31c1a5035fa07fa97fb6
https://pubmed.ncbi.nlm.nih.gov/36356593