Výsledky vyhledávání - "Patricia G. Davidson"

Scaling Up HCI Research: from Clinical Trials to Deployment in the Wild

Autor: Suzanne Bakken, Pooja M. Desai, Andrea Cassells, Jonathan N. Tobin, Arlene Smaldone, Patricia G. Davidson, Noémie Elhadad, David J. Albers, George Hripcsak, Matthew E. Levine, Lena Mamykina, Elliot G. Mitchell

Publikováno v: CHI Extended Abstracts

In this paper, we describe two case studies of research projects that attempt to scale up HCI research beyond traditional small evaluation studies. The first of these projects focused on evaluating an interactive web application for promoting problem

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::26db1087f4e289c392f793870fcc31aa
https://doi.org/10.1145/3411763.3443437

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A visual analytics approach for pattern-recognition in patient-generated data

Autor: Marissa Burgermaster, Arlene Smaldone, Matthew E. Levine, Lena Mamykina, David J. Albers, Daniel J. Feller, Patricia G. Davidson

Publikováno v: Journal of the American Medical Informatics Association : JAMIA

ObjectiveTo develop and test a visual analytics tool to help clinicians identify systematic and clinically meaningful patterns in patient-generated data (PGD) while decreasing perceived information overload.MethodsParticipatory design was used to dev

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9d1f1fa25f89034001a4cbbcdf98a015
https://doi.org/10.1093/jamia/ocy054

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Personal discovery in diabetes self-management: Discovering cause and effect using self-monitoring data

Autor: Elizabeth M. Heitkemper, Arlene Smaldone, Elizabeth D. Mynatt, George Hripcsak, Rita Kukafka, Lena Mamykina, Patricia G. Davidson, Andrea Cassells, Heather Cole-Lewis, Jonathan N. Tobin

Publikováno v: Journal of Biomedical Informatics. 76:1-8

Display Omitted Self-monitoring data can enable discovery and insight.We study discovery with data in diabetes self-management.Discovery focuses on patterns of associations between activities and changes in blood glucose.We outline steps of the disco

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ae3d2a653671132ca47d645861678ad0
https://doi.org/10.1016/j.jbi.2017.09.013

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Data-driven health management: reasoning about personally generated data in diabetes with information technologies

Autor: Arlene Smaldone, David J. Albers, Patricia G. Davidson, Noémie Elhadad, Matthew E. Levine, Lena Mamykina

Publikováno v: Journal of the American Medical Informatics Association. 23:526-531

Objective To investigate how individuals with diabetes and diabetes educators reason about data collected through self-monitoring and to draw implications for the design of data-driven self-management technologies. Materials and Methods Ten individua

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7ea9b648b735a033626f44e6ac70b285
https://doi.org/10.1093/jamia/ocv187

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A new approach to integrating patient-generated data with expert knowledge for personalized goal setting: A pilot study

Autor: Matthew E. Levine, Lena Mamykina, Kate G. Burt, Gilad J. Kuperman, Arlene Smaldone, Marissa Burgermaster, Jung H. Son, Chunhua Weng, Patricia G. Davidson, Daniel J. Feller, David J. Albers

Publikováno v: Int J Med Inform

Introduction Self-monitoring technologies produce patient-generated data that could be leveraged to personalize nutritional goal setting to improve population health; however, most computational approaches are limited when applied to individual-level

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::105a98375727d9e44b0ccef404901b51
https://doi.org/10.1016/j.ijmedinf.2020.104158

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From Personal Informatics to Personal Analytics: Investigating How Clinicians and Patients Reason About Personal Data Generated with Self-Monitoring in Diabetes

Autor: Matthew E. Levine, Lena Mamykina, David J. Albers, Patricia G. Davidson, Arlene Smaldone, Noémie Elhadad

Publikováno v: Cognitive Informatics in Health and Biomedicine ISBN: 9783319517315

Diabetes self-management continues to present a significant challenge to millions of individuals around the world, as it often requires significant modifications to one’s lifestyle. The highly individual nature of the disease presents a need for ea

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4c561f577cb1b4a4fef3a0baf2ad1c04
https://doi.org/10.1007/978-3-319-51732-2_14

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