Will the future of knowledge work automation transform personalized medicine?

Applied and Translational Genomics

Volumn 3, Issue 3, 2014, Pages 50-53

  Naik, Gauri ^a   Bhide, Sanika S ^b  

^a Optra Health   (United States)

^b Optra Systems   (India)

Author keywords

Automation; Computational intelligence; Genomics; Machine learning; Natural language processing

Indexed keywords

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; ARTIFICIAL NEURAL NETWORK; AUTOMATION; COMPUTER PROGRAM; COMPUTER SYSTEM; DIAGNOSTIC IMAGING; FACTUAL DATABASE; GENOMICS; HUMAN; INFORMATION PROCESSING; MACHINE LEARNING; MEDICAL DECISION MAKING; MEDICAL ETHICS; NATURAL LANGUAGE PROCESSING; PATIENT AUTONOMY; PERSONALIZED MEDICINE;

EID: 84908335282     PISSN: 22120661     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.atg.2014.05.003     Document Type: Article

References (11)

1. Barnickel T., Weston J., Collobert R., Mewes H.W., Stumpflen V. Large scale application of neural network based semantic role labeling for automated relation extraction from biomedical texts. PLoS One 2009, 4(7):e6393. (July 28).
2. Barrat J. Our Final Invention: Artificial Intelligence and the End of the Human Era 2013, Thomas Dunne, St. Martin's Press, New York.
3. Chen H., Martin B., Daimon C.M., Siddiqui S., Luttrell L.M., Maudsley S. Textrous!: extracting semantic textual meaning from gene sets. PLoS One 2013, 8(4):e62665. Apr 30, (Print 2013). 10.1371/journal.pone.0062665.
4. Chen X., Shrivastava A., Gupta A. NEIL: extracting visual knowledge from web data. ICCV 2013.
5. Liu L., Li Y., Li S., Hu N., He Y., Pong R., Lin D., Lu L., Law M. Comparison of next-generation sequencing systems. J. Biomed. Biotechnol. 2012, 1-11. 10.1155/2012/251364.
6. Manyika J., Chui M., Bughin J., Dobbs R., Bisson P., Marrs A. Disruptive Technologies: Advances That Will Transform Life, Business, and the Global Economy May 2013, McKinsey Global Institute. McKinsey & Company.
7. Mardis E. A decade's perspective on DNA sequencing technology. Nature 2011, 470:198-203.
8. Neapolitan R., Jiang X. Contemporary Artificial Intelligence 2012, Chapman & Hall/CRC.
9. Quail M., Smith Miriam.E., Coupland P. A tale of three next generation sequencing platforms: comparison of Ion Torrent, Pacific Biosciences and Illumina MiSeq sequencers. BMC Genomics 2012, 13(1):341. 10.1186/1471-2164-13-341.
10. Toma I., St.Laurent G., McCaffrey T. Toward knowing the whole human: next-generation sequencing for personalized medicine. Pers. Med. 2011, 8(4):483-491.
11. Tucker T., Marra M., Friedman J.M. Massively parallel sequencing: the next big thing in genetic medicine. Am. J. Hum. Genet. 2009, 85(2):142-154. 10.1016/j.ajhg.2009.06.022.