Manabu Torii
Overview
Explore the profile of Manabu Torii including associated specialties, affiliations and a list of published articles.
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30
Citations
718
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Recent Articles
1.
Doan S, Yang E, Tilak S, Li P, Zisook D, Torii M
BMC Med Inform Decis Mak
. 2019 Apr;
19(Suppl 3):79.
PMID: 30943954
Background: Twitter messages (tweets) contain various types of topics in our daily life, which include health-related topics. Analysis of health-related tweets would help us understand health conditions and concerns encountered...
2.
Torii M, Yang E, Doan S
AMIA Annu Symp Proc
. 2019 Mar;
2018:1028-1035.
PMID: 30815146
Concept detection is an integral step in natural language processing (NLP) applications in the clinical domain. Clinical concepts are detailed (e.g., "pain in left/right upper/lower arm/leg") and expressed in diverse...
3.
Torii M, Tilak S, Doan S, Zisook D, Fan J
Biomed Inform Insights
. 2016 Jul;
8(Suppl 1):1-11.
PMID: 27375358
In an era when most of our life activities are digitized and recorded, opportunities abound to gain insights about population health. Online product reviews present a unique data source that...
4.
Torii M, Arighi C, Li G, Wang Q, Wu C, Vijay-Shanker K
IEEE/ACM Trans Comput Biol Bioinform
. 2015 Sep;
12(1):17-29.
PMID: 26357075
We introduce RLIMS-P version 2.0, an enhanced rule-based information extraction (IE) system for mining kinase, substrate, and phosphorylation site information from scientific literature. Consisting of natural language processing and IE...
5.
Torii M, Fan J, Yang W, Lee T, Wiley M, Zisook D, et al.
J Biomed Inform
. 2015 Aug;
58 Suppl:S164-S170.
PMID: 26279500
In the United States, about 600,000 people die of heart disease every year. The annual cost of care services, medications, and lost productivity reportedly exceeds 108.9 billion dollars. Effective disease...
6.
Peng Y, Torii M, Wu C, Vijay-Shanker K
BMC Bioinformatics
. 2014 Aug;
15:285.
PMID: 25149151
Background: Text mining is increasingly used in the biomedical domain because of its ability to automatically gather information from large amount of scientific articles. One important task in biomedical text...
7.
Torii M, Li G, Li Z, Oughtred R, Diella F, Celen I, et al.
Database (Oxford)
. 2014 Aug;
2014.
PMID: 25122463
Database Url: http://www.proteininformationresource.org/rlimsp/
8.
Peng Y, Tudor C, Torii M, Wu C, Vijay-Shanker K
Database (Oxford)
. 2014 May;
2014.
PMID: 24850848
This article reports the use of the BioC standard format in our sentence simplification system, iSimp, and demonstrates its general utility. iSimp is designed to simplify complex sentences commonly found...
9.
Lopez L, Yu J, Arighi C, Tudor C, Torii M, Huang H, et al.
BMC Syst Biol
. 2014 Feb;
7 Suppl 4:S8.
PMID: 24565394
The figures included in many of the biomedical publications play an important role in understanding the biological experiments and facts described within. Recent studies have shown that it is possible...
10.
Torii M, Wagholikar K, Liu H
J Biomed Semantics
. 2014 Jan;
5(1):3.
PMID: 24438362
Background: Identifying phrases that refer to particular concept types is a critical step in extracting information from documents. Provided with annotated documents as training data, supervised machine learning can automate...