Visual analytics in healthcare--opportunities and research challenges.
Author(s): Caban, Jesus J, Gotz, David
DOI: 10.1093/jamia/ocv006
Author(s): Caban, Jesus J, Gotz, David
DOI: 10.1093/jamia/ocv006
To visualize and describe collaborative electronic health record (EHR) usage for hospitalized patients with heart failure.
Author(s): Soulakis, Nicholas D, Carson, Matthew B, Lee, Young Ji, Schneider, Daniel H, Skeehan, Connor T, Scholtens, Denise M
DOI: 10.1093/jamia/ocu017
To assess rural-urban differences in electronic medical record (EMR) adoption among office-based physician practices in the United States.
Author(s): Whitacre, Brian E
DOI: 10.1093/jamia/ocu035
Health care delivery processes consist of complex activity sequences spanning organizational, spatial, and temporal boundaries. Care is human-directed so these processes can have wide variations in cost, quality, and outcome making systemic care process analysis, conformance testing, and improvement challenging. We designed and developed an interactive visual analytic process exploration and discovery tool and used it to explore clinical data from 5784 pediatric asthma emergency department patients.
Author(s): Basole, Rahul C, Braunstein, Mark L, Kumar, Vikas, Park, Hyunwoo, Kahng, Minsuk, Chau, Duen Horng Polo, Tamersoy, Acar, Hirsh, Daniel A, Serban, Nicoleta, Bost, James, Lesnick, Burton, Schissel, Beth L, Thompson, Michael
DOI: 10.1093/jamia/ocu016
To analyze the longitudinal data of multiple patients and to discover new temporal knowledge, we designed and developed the Visual Temporal Analysis Laboratory (ViTA-Lab). In this study, we demonstrate several of the capabilities of the ViTA-Lab framework through the exploration of renal-damage risk factors in patients with diabetes type II.
Author(s): Klimov, Denis, Shknevsky, Alexander, Shahar, Yuval
DOI: 10.1136/amiajnl-2014-002927
In many hospitals and health systems, a 'new' electronic health record means a shift to one vendor: Epic, a vendor that dominates in large and medium hospital markets and continues its success with smaller institutions and ambulatory practices. Our paper examines the implications of this emerging monoculture: its advantages and disadvantages for physicians and hospitals and its role in innovation, professional autonomy, implementation difficulties, workflow, flexibility, cost, data standards, interoperability [...]
Author(s): Koppel, Ross, Lehmann, Christoph U
DOI: 10.1136/amiajnl-2014-003023
Our aim was to uncover unrecognized phenomic relationships using force-based network visualization methods, based on observed electronic medical record data. A primary phenotype was defined from actual patient profiles in the Multiparameter Intelligent Monitoring in Intensive Care II database. Network visualizations depicting primary relationships were compared to those incorporating secondary adjacencies. Interactivity was enabled through a phenotype visualization software concept: the Phenomics Advisor. Subendocardial infarction with cardiac arrest was demonstrated [...]
Author(s): Warner, Jeremy L, Denny, Joshua C, Kreda, David A, Alterovitz, Gil
DOI: 10.1136/amiajnl-2014-002965
The Office of the National Coordinator for Health Information Technology is expected to oversee creation of a Health Information Technology (HIT) Safety Center. While its functions are still being defined, the center is envisioned as a public-private entity focusing on promotion of HIT related patient safety. We propose that the HIT Safety Center leverages its unique position to work with key administrative and policy stakeholders, healthcare organizations (HCOs), and HIT [...]
Author(s): Sittig, Dean F, Classen, David C, Singh, Hardeep
DOI: 10.1136/amiajnl-2014-002988
Despite substantial investments in health information technology (HIT), the nation's goals of reducing cost and improving outcomes through HIT remain elusive. This period of transition, with new Office of National Coordinator for HIT leadership, upcoming Meaningful Use Stage III definitions, and increasing congressional oversight, is opportune to consider needed course corrections in HIT strategy. This article describes current problems and recommended changes in HIT policy, including approaches to usability, interoperability [...]
Author(s): Riskin, Loren, Koppel, Ross, Riskin, Daniel
DOI: 10.1136/amiajnl-2014-003065
Develop and evaluate an automated case detection and response triggering system to monitor patients every 5 min and identify early signs of physiologic deterioration.
Author(s): Evans, R Scott, Kuttler, Kathryn G, Simpson, Kathy J, Howe, Stephen, Crossno, Peter F, Johnson, Kyle V, Schreiner, Misty N, Lloyd, James F, Tettelbach, William H, Keddington, Roger K, Tanner, Alden, Wilde, Chelbi, Clemmer, Terry P
DOI: 10.1136/amiajnl-2014-002816