382 citations
- Harvard UniversityUS2 papers
- Northwestern UniversityUS2 papers
- Amazon (United States)US1 paper
- Center for Systems BiologyUS1 paper
- Harvard College ObservatoryUS1 paper
- Harvard University PressUS1 paper
- Massachusetts Institute of TechnologyUS1 paper
- University of Illinois ChicagoUS1 paper
- University of MichiganUS1 paper
- Warren Alpert FoundationUS1 paper
5 papers
Design Principles Developed through User-Centered and Socio-Technical Methods Improve Clinician Satisfaction, Speed, and Confidence in Pharmacogenomic Clinical Decision Support
Timothy M. Herr, Therese A. Nelson, Luke V. Rasmussen +3
OBJECTIVE: To design and evaluate new pharmacogenomic (PGx) clinical decision support (CDS) alerts, built to adhere to PGx CDS design principles developed through socio-technical a…
Med2Meta: Learning Representations of Medical Concepts with Meta-Embeddings
Shaika Chowdhury, Chenwei Zhang, Philip S. Yu +1
Distributed representations of medical concepts have been used to support downstream clinical tasks recently. Electronic Health Records (EHR) capture different aspects of patients'…
KG-BERT: BERT for Knowledge Graph Completion
Liang Yao, Chengsheng Mao, Yuan Luo
Knowledge graphs are important resources for many artificial intelligence tasks but often suffer from incompleteness. In this work, we propose to use pre-trained language models fo…
Practical Considerations for Data Collection and Management in Mobile Health Micro-randomized Trials
Nicholas J. Seewald, Shawna N. Smith, Andy Jinseok Lee +2
There is a growing interest in leveraging the prevalence of mobile technology to improve health by delivering momentary, contextualized interventions to individuals' smartphones. A…
Robust protein-protein interactions in crowded cellular environments
Eric Deeds, orr Ashenberg, Jaline Gerardine +1
The capacity of proteins to interact specifically with one another underlies our conceptual understanding of how living systems function. Systems-level study of specificity in prot…