Advancing healthcare and biomedical research via new data-driven approaches.
Author(s): Ohno-Machado, Lucila
DOI: 10.1093/jamia/ocx036
Author(s): Ohno-Machado, Lucila
DOI: 10.1093/jamia/ocx036
Author(s): Fridsma, Douglas B
DOI: 10.1093/jamia/ocx027
This review evaluates costs and benefits associated with acquiring, implementing, and operating clinical decision support systems (CDSSs) to prevent cardiovascular disease (CVD).
Author(s): Jacob, Verughese, Thota, Anilkrishna B, Chattopadhyay, Sajal K, Njie, Gibril J, Proia, Krista K, Hopkins, David P, Ross, Murray N, Pronk, Nicolaas P, Clymer, John M
DOI: 10.1093/jamia/ocw160
It is common that cancer patients have different molecular signatures even though they have similar clinical features, such as histology, due to the heterogeneity of tumors. To overcome this variability, we previously developed a new approach incorporating prior biological knowledge that identifies knowledge-driven genomic interactions associated with outcomes of interest. However, no systematic approach has been proposed to identify interaction models between pathways based on multi-omics data. Here we have [...]
Author(s): Kim, Dokyoon, Li, Ruowang, Lucas, Anastasia, Verma, Shefali S, Dudek, Scott M, Ritchie, Marylyn D
DOI: 10.1093/jamia/ocw165
To develop a novel pharmacovigilance inferential framework to infer mechanistic explanations for asserted drug-drug interactions (DDIs) and deduce potential DDIs.
Author(s): Noor, Adeeb, Assiri, Abdullah, Ayvaz, Serkan, Clark, Connor, Dumontier, Michel
DOI: 10.1093/jamia/ocw128
Online data centers (ODCs) are becoming increasingly popular for making health-related data available for research. Such centers provide good privacy protection during analysis by trusted researchers, but privacy concerns may still remain if the system outputs are not sufficiently anonymized. In this article, we propose a method for anonymizing analysis outputs from ODCs for publication in academic literature.
Author(s): O'Keefe, Christine M, Westcott, Mark, O'Sullivan, Maree, Ickowicz, Adrien, Churches, Tim
DOI: 10.1093/jamia/ocw152
The widespread adoption of electronic health records allows us to ask evidence-based questions about the need for and benefits of specific clinical interventions in critical-care settings across large populations.
Author(s): Wu, Mike, Ghassemi, Marzyeh, Feng, Mengling, Celi, Leo A, Szolovits, Peter, Doshi-Velez, Finale
DOI: 10.1093/jamia/ocw138
Telehealth is promoted as a strategy to support self-management of long-term conditions. The aim of this systematic review is to identify which information and communication technology features implemented in mobile apps to support asthma self-management are associated with adoption, adherence to usage, and clinical effectiveness.
Author(s): Hui, Chi Yan, Walton, Robert, McKinstry, Brian, Jackson, Tracy, Parker, Richard, Pinnock, Hilary
DOI: 10.1093/jamia/ocw143
Drug repositioning is a promising methodology for reducing the cost and duration of the drug discovery pipeline. We sought to develop a computational repositioning method leveraging annotations in the literature, such as Medical Subject Heading (MeSH) terms.
Author(s): Brown, Adam S, Patel, Chirag J
DOI: 10.1093/jamia/ocw142
As the Internet becomes the number one destination for obtaining health-related information, there is an increasing need to identify health Web pages that convey an accurate and current view of medical knowledge. In response, the research community has created multicriteria instruments for reliably assessing online medical information quality. One such instrument is DISCERN, which measures health Web page quality by assessing an array of features. In order to scale up [...]
Author(s): Allam, Ahmed, Schulz, Peter J, Krauthammer, Michael
DOI: 10.1093/jamia/ocw140