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- research data . 2019Open AccessAuthors:Rusanov, Alexander; Miotto, Riccardo; Weng, Chunhua;Project: NIH | Anesthesiology Research T... (2T32GM008464-21), NIH | Bridging the Semantic Gap... (5R01LM009886-02)
Objectives: Traditionally, summarization of research themes and trends within a given discipline was accomplished by manual review of scientific works in the field. However, with the ushering in of the age of “big data”, new methods for discovery of such information bec...
- research data . 2018Open Access EnglishAuthors:Hamilton, Leah; Robb, Esther; Fitzpatrick, April; Goel, Akshay; Nandigam, Ramya;Publisher: Virginia Tech
Summarization is often a time-consuming task for humans. Automated methods can summarize a larger volume of source material in a shorter amount of time, but creating a good summary with these methods remains challenging. This submission contains all work related to a se...
- research data . 2018Open Access EnglishAuthors:Cheng, Junjie;Publisher: Virginia Tech
This is the Neural Network Document Summarization project for the Multimedia, Hypertext, and Information Access (CS 4624) course at Virginia Tech in the 2018 Spring semester. The purpose of this project is to generate a summary from a long document through deep learning...
- research data . 2018Authors:David Osumi-Sutherland; Enrico Ponta; Melanie Courtot; Helen Parkinson; Laura Badi;Publisher: figshare Academic Research SystemProject: NIH | Gene Ontology Consortium (4U41HG002273-16), WT
A complete over-representation analysis for RCV gene sets against GTEx tissue type transcriptomes. The analysis is displayed as a heat map with RCV on the Y-axis, GTEx on the X-axis, over-respresentation in blue and under-respresentation in red. Both axes are clustered ...
- research data . 2018Authors:Osumi-Sutherland, David; Ponta, Enrico; Courtot, Melanie; Parkinson, Helen; Badi, Laura;Publisher: FigshareProject: WT , NIH | Gene Ontology Consortium (4U41HG002273-16)
Abstract Background The Gene Ontology (GO) consists of over 40,000 terms for biological processes, cell components and gene product activities linked into a graph structure by over 90,000 relationships. It has been used to annotate the functions and cellular locations o...
- research data . 2018Authors:Osborne, John D.; Neu, Matthew B.; Danila, Maria I.; Solorio, Thamar; Bethard, Steven J.;Publisher: figshare Academic Research SystemProject: NIH | Extended Methods and Soft... (5R01GM114355-04), NIH | UAB Center for Clinical a... (3UL1TR001417-01S1)
Abstract Background Traditionally text mention normalization corpora have normalized concepts to single ontology identifiers (“pre-coordinated concepts”). Less frequently, normalization corpora have used concepts with multiple identifiers (“post-coordinated concepts”) b...
- research data . 2018 . Embargo End Date: 08 Dec 2018Open Access EnglishAuthors:Stewart, Fiona A.; Piel, Alexander K.; Luncz, Lydia; Osborne, Joanna; Li, Yingying; Hahn, Beatrice H.; Haslam, Michael; Osborn, Joanna;doi: 10.5061/dryad.h39n1Publisher: DryadProject: EC | PRIMARCH (283959), NIH | Studies of the precursor ... (1R01AI120810-01A1), NIH | Natural SIV Reservoirs an... (7R37AI050529-10)
Most of our knowledge of wild chimpanzee behaviour stems from fewer than 10 long-term field sites. This bias limits studies to a potentially unrepresentative set of communities known to show great behavioural diversity on small geographic scales. Here, we introduce a ne...
- research data . 2017Authors:Weng, Wei-Hung; Kavishwar Wagholikar; McCray, Alexa; Szolovits, Peter; Chueh, Henry;Publisher: FigshareProject: NIH | Core 3 (1U54HL108460-01), NIH | A Framework to Enhance De... (5R00LM011575-04)
Abstract Background The medical subdomain of a clinical note, such as cardiology or neurology, is useful content-derived metadata for developing machine learning downstream applications. To classify the medical subdomain of a note accurately, we have constructed a machi...
- research data . 2017Open AccessAuthors:Mozzherin, Dmitry; Myltsev, Alexander; Patterson, David;Publisher: FigshareProject: NSF | ABI Development: Global N... (1356347)
README.rst file that is converted to HTML format. It is also available at project home page [44]. (ZIP 7 kb)
- research data . 2017Authors:Mozzherin, Dmitry; Myltsev, Alexander; Patterson, David;Publisher: FigshareProject: NSF | ABI Development: Global N... (1356347)
Abstract Background Scientific names in biology act as universal links. They allow us to cross-reference information about organisms globally. However variations in spelling of scientific names greatly diminish their ability to interconnect data. Such variations may inc...