Literature DB >> 28122121

Data science, learning, and applications to biomedical and health sciences.

Nabil R Adam1, Robert Wieder2, Debopriya Ghosh1.   

Abstract

The last decade has seen an unprecedented increase in the volume and variety of electronic data related to research and development, health records, and patient self-tracking, collectively referred to as Big Data. Properly harnessed, Big Data can provide insights and drive discovery that will accelerate biomedical advances, improve patient outcomes, and reduce costs. However, the considerable potential of Big Data remains unrealized owing to obstacles including a limited ability to standardize and consolidate data and challenges in sharing data, among a variety of sources, providers, and facilities. Here, we discuss some of these challenges and potential solutions, as well as initiatives that are already underway to take advantage of Big Data.
© 2017 New York Academy of Sciences.

Entities:  

Keywords:  Big Data; analytics; data sharing; infrastructure

Mesh:

Year:  2017        PMID: 28122121     DOI: 10.1111/nyas.13309

Source DB:  PubMed          Journal:  Ann N Y Acad Sci        ISSN: 0077-8923            Impact factor:   5.691


  3 in total

1.  Data Dissemination: Shortening the Long Tail of Traumatic Brain Injury Dark Data.

Authors:  Bridget E Hawkins; J Russell Huie; Carlos Almeida; Jiapei Chen; Adam R Ferguson
Journal:  J Neurotrauma       Date:  2019-03-29       Impact factor: 5.269

2.  Democratizing data science through data science training.

Authors:  John Darrell Van Horn; Lily Fierro; Jeana Kamdar; Jonathan Gordon; Crystal Stewart; Avnish Bhattrai; Sumiko Abe; Xiaoxiao Lei; Caroline O'Driscoll; Aakanchha Sinha; Priyambada Jain; Gully Burns; Kristina Lerman; José Luis Ambite
Journal:  Pac Symp Biocomput       Date:  2018

3.  Development of Machine Learning Models for Prediction of Smoking Cessation Outcome.

Authors:  Cheng-Chien Lai; Wei-Hsin Huang; Betty Chia-Chen Chang; Lee-Ching Hwang
Journal:  Int J Environ Res Public Health       Date:  2021-03-05       Impact factor: 3.390

  3 in total

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