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- Title
Recent Advances and Emerging Applications in Text and Data Mining for Biomedical Discovery.
- Authors
Gonzalez, Graciela H.; Tahsin, Tasnia; Goodale, Britton C.; Greene, Anna C.; Greene, Casey S.
- Abstract
Precision medicine will revolutionize the way we treat and prevent disease. A major barrier to the implementation of precision medicine that clinicians and translational scientists face is understanding the underlying mechanisms of disease. We are starting to address this challenge through automatic approaches for information extraction, representation and analysis. Recent advances in text and data mining have been applied to a broad spectrum of key biomedical questions in genomics, pharmacogenomics and other fields. We present an overview of the fundamental methods for text and data mining, as well as recent advances and emerging applications toward precision medicine.
- Subjects
DATA mining; DATA extraction; DATA analysis; GENOMICS; PHARMACOGENOMICS
- Publication
Briefings in Bioinformatics, 2016, Vol 17, Issue 1, p33
- ISSN
1467-5463
- Publication type
Article
- DOI
10.1093/bib/bbv087