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Autor:
Leo Anthony Celi, Tom J. Pollard, Emily Lindemer, Pearse A. Keane, Trishan Panch, Heather Mattie
Publikováno v:
npj Digital Medicine, Vol 3, Iss 1, Pp 1-4 (2020)
Benchmark datasets have a powerful normative influence: by determining how the real world is represented in data, they define which problems will first be solved by algorithms built using the datasets and, by extension, who these algorithms will work
Autor:
Beau Woods, William A. Wood, Jennifer C. Goldsack, Megan Doerr, Christine Manta, Mark Shervey, Andrea Coravos
Publikováno v:
npj Digital Medicine, Vol 3, Iss 1, Pp 1-10 (2020)
NPJ Digital Medicine
NPJ Digital Medicine
This manuscript is focused on the use of connected sensor technologies, including wearables and other biosensors, for a wide range of health services, such as collecting digital endpoints in clinical trials and remotely monitoring patients in clinica
Publikováno v:
npj Digital Medicine, Vol 2, Iss 1, Pp 1-14 (2019)
NPJ Digital Medicine
NPJ Digital Medicine
The biomedical data landscape is fragmented with several isolated, heterogeneous data and knowledge sources, which use varying formats, syntaxes, schemas, and entity notations, existing on the Web. Biomedical researchers face severe logistical and te
Autor:
Abby C. King, Jennifer L. Hicks, Jure Leskovec, Peter Kuhar, Tim Althoff, Scott L. Delp, Bojan Bostjancic, Rok Sosic
Publikováno v:
npj Digital Medicine, Vol 2, Iss 1, Pp 1-12 (2019)
NPJ Digital Medicine
NPJ Digital Medicine
Smartphone apps and wearable devices for tracking physical activity and other health behaviors have become popular in recent years and provide a largely untapped source of data about health behaviors in the free-living environment. The data are large
Publikováno v:
npj Digital Medicine, Vol 2, Iss 1, Pp 1-4 (2019)
NPJ Digital Medicine
NPJ Digital Medicine
Digital technologies—including smartphones, wearables, and social media data—show great potential for helping to alleviate suffering from brain disorders such as Parkinson’s disease, Alzheimer’s disease, depression, and schizophrenia. However
Autor:
James M. Naessens, David W. Larson, Elizabeth B. Habermann, Paul R. Kingsbury, Sijia Liu, Hongfang Liu, Curtis B. Storlie, Sunghwan Sohn, David C. Chen
Publikováno v:
npj Digital Medicine, Vol 2, Iss 1, Pp 1-5 (2019)
NPJ Digital Medicine
NPJ Digital Medicine
In recent years, there is increasing enthusiasm in the healthcare research community for artificial intelligence to provide big data analytics and augment decision making. One of the prime reasons for this is the enormous impact of deep learning for
Publikováno v:
npj Digital Medicine, Vol 2, Iss 1, Pp 1-9 (2019)
NPJ digital medicine
NPJ digital medicine
Alzheimer’s Disease (AD) represents a major and rapidly growing burden to the healthcare ecosystem. A growing body of evidence indicates that cognitive, behavioral, sensory, and motor changes may precede clinical manifestations of AD by several yea
Autor:
Patrick Staples, Luis Sandoval, Jukka-Pekka Onnela, John Torous, Matcheri S. Keshavan, Ian Barnett
Publikováno v:
npj Digital Medicine, Vol 1, Iss 1, Pp 1-9 (2018)
NPJ Digital Medicine
NPJ Digital Medicine
Digital phenotyping, or the moment-by-moment quantification of the individual-level human phenotype in situ using data from personal digital devices and smartphones, in particular, holds great potential for behavioral monitoring of patients. However,
Autor:
Joseph C. Kvedar
Publikováno v:
npj Digital Medicine, Vol 3, Iss 1, Pp 1-1 (2020)
NPJ Digital Medicine
NPJ Digital Medicine
Autor:
Kai Chen, Andrew M. Dai, Kathryn Rough, Jeffrey Dean, Alvin Rajkomar, Michaela Hardt, Mimi Sun
Publikováno v:
npj Digital Medicine, Vol 1, Iss 1, Pp 1-2 (2018)
NPJ Digital Medicine
NPJ Digital Medicine