Biomedical literature mining
By: edited by Vinod D. Kumar, Hannah Jane Tipney
Series: Methods in molecular biology -- 1159; Springer protocols; Methods in molecular biology (Clifton, N.J.) -- 1159.; Springer protocols (Series)
Publisher: Humana Press
Published: 2014
Place of publication: New York
Language: eng
Number of pages: 288
ISBN-13: 9781493907083; 9781493907090
Subjects: Biomedical Research; Data mining; Biological literature; Methods; Data Mining
Notes: Includes bibliographical references and index.
Table of contents: title: Introduction to biomedical literature text mining : context and objectives / Jeffrey D.Saffer and Vicki L. Burnett; title: Accessing biomedical literature in the current information landscape / Ritu Khare, Robert Leaman, and Zhiyong Lu; title: Mapping of biomedical text to concepts of lexicons, terminologies, and ontologies / Michael Bada; title: Text mining for drug-drug interaction / Heng-Yi Wu, Chien-Wei Chiang, and Lang Li; title: Biological information extraction and co-occurrence analysis / Georgios A. Pavlopoulos ... [et al.]; title: Roles for text mining in protein function prediction / Karin M. Verspoor; title: Functional molecular units for guiding biomarker panel design / Andreas Heinzel ... [et al.]; title: Mining biological networks from full-text articles / Jan Czarnecki and Adrian J. Shepherd; title: Scientific collaboration networks using biomedical text / Siddhartha R. Jonnalagadda ... [et al.]; title: Predicting future discoveries from current scientific literature / Ingrid Petriéc and Bojan Cestnik; title: Mining emerging biomedical literature for understanding disease associations in drug discovery / Deepak K. Rajpal ... [et al.]; title: Integrative literature and data mining to rank disease candidate genes / Chao Wu, Cheng Zhu, and Anil G. Jegga; title: Role of text mining in early identification of potential drug safety issues / Mei Liu, Yong Hu, and Buzhou Tang; title: Systematic drug repurposing through text mining / Luis B. Tari and Jagruti H. Patel; title: Mining the electronic health record for disease knowledge / Elizabeth S. Chen and Indra Neil Sarkar.