Goran Nenadic

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Irena SpasicProfessor in Computer Science, Cardiff UniversityVerified email at cs.cardiff.ac.uk
Robert StevensProfessor of Computer Science, Department of Computer Science, university of manchesterVerified email at manchester.ac.uk
George KarystianisResearch Fellow in the University of New South WalesVerified email at unsw.edu.au
Will DixonThe University of ManchesterVerified email at manchester.ac.uk
Martin GernerUniversity of ManchesterVerified email at postgrad.manchester.ac.uk
Nikola MilosevicBayer A.G.Verified email at manchester.ac.uk
Casey BergmanAssociate Professor, Department of Genetics & Institute of Bioinformatics, University of GeorgiaVerified email at uga.edu
David L RobertsonProfessor, CVR Bioinformatics, MRC-University of Glasgow Centre for Virus ResearchVerified email at glasgow.ac.uk
Maksim BelousovSchool of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Adrian StetcoJPMorgan Chase & Co.Verified email at jpmchase.com
Aleksandar KovacevicFull Professor, Faculty of Technical Sciences, University of Novi SadVerified email at uns.ac.rs
Michele FilanninoPrometeia, CSAIL at MITVerified email at csail.mit.edu
Xiao-Jun ZengDepartment of Computer Science, University of ManchesterVerified email at manchester.ac.uk
Tony Gerard ButlerUniversity of New South Wales, School of Population HealthVerified email at unsw.edu.au
Farzaneh SarafrazComputer Science University of ManchesterVerified email at cs.man.ac.uk
Dr Mercedes Argüello CasteleiroUniversity of Manchester (UK)Verified email at computer.org
Mike BarnesProfessor of Power Electronics Systems, University of ManchesterVerified email at manchester.ac.uk
Lamiece HassanDean's Prize Research FellowVerified email at manchester.ac.uk
Jean-Marc SchwartzUniversity of ManchesterVerified email at manchester.ac.uk
Dietrich Rebholz-SchuhmannZB MED -- Information Center for Life SciencesVerified email at zbmed.de

Goran Nenadic

Department of Computer Science, University of Manchester

Verified email at manchester.ac.uk

Natural language processing text mining health informatics


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Machine learning methods for wind turbine condition monitoring: A review A Stetco, F Dinmohammadi, X Zhao, V Robu, D Flynn, M Barnes, J Keane, ... Renewable energy 133, 620-635, 2019	634	2019
Term identification in the biomedical literature M Krauthammer, G Nenadic Journal of biomedical informatics 37 (6), 512-526, 2004	473	2004
LINNAEUS: a species name identification system for biomedical literature M Gerner, G Nenadic, CM Bergman BMC bioinformatics 11 (1), 1-17, 2010	369	2010
Text mining of cancer-related information: review of current status and future directions I Spasić, J Livsey, JA Keane, G Nenadić International journal of medical informatics 83 (9), 605-623, 2014	236	2014
# WhyWeTweetMH: understanding why people use Twitter to discuss mental health problems N Berry, F Lobban, M Belousov, R Emsley, G Nenadic, S Bucci Journal of medical Internet research 19 (4), e107, 2017	218	2017
Clinical text data in machine learning: systematic review I Spasic, G Nenadic JMIR medical informatics 8 (3), e17984, 2020	197	2020
Enhancing automatic term recognition through recognition of variation G Nenadic, S Ananiadou, J McNaught COLING 2004: Proceedings of the 20th International Conference on …, 2004	116	2004
A text mining approach to the prediction of disease status from clinical discharge summaries H Yang, I Spasic, JA Keane, G Nenadic Journal of the American Medical Informatics Association 16 (4), 596-600, 2009	113	2009
Combining rules and machine learning for extraction of temporal expressions and events from clinical narratives A Kovačević, A Dehghan, M Filannino, JA Keane, G Nenadic Journal of the American Medical Informatics Association 20 (5), 859-866, 2013	106	2013
Bias in the reporting of sex and age in biomedical research on mouse models O Flórez-Vargas, A Brass, G Karystianis, M Bramhall, R Stevens, ... Elife 5, e13615, 2016	99	2016
Automatic discovery of term similarities using pattern mining G Nenadic, I Spasić, S Ananiadou COLING-02: COMPUTERM 2002: Second International Workshop on Computational …, 2002	92*	2002
The GNAT library for local and remote gene mention normalization J Hakenberg, M Gerner, M Haeussler, I Solt, C Plake, M Schroeder, ... Bioinformatics 27 (19), 2769-2771, 2011	91	2011
Medication information extraction with linguistic pattern matching and semantic rules I Spasić, F Sarafraz, JA Keane, G Nenadić Journal of the American Medical Informatics Association 17 (5), 532-535, 2010	86	2010
Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task A Sarker, M Belousov, J Friedrichs, K Hakala, S Kiritchenko, F Mehryary, ... Journal of the American Medical Informatics Association 25 (10), 1274-1283, 2018	84	2018
A parallel distributed weka framework for big data mining using spark AK Koliopoulos, P Yiapanis, F Tekiner, G Nenadic, J Keane 2015 IEEE international congress on big data, 9-16, 2015	76	2015
Combining knowledge-and data-driven methods for de-identification of clinical narratives A Dehghan, A Kovacevic, G Karystianis, JA Keane, G Nenadic Journal of biomedical informatics 58, S53-S59, 2015	74	2015
Terminology-driven mining of biomedical literature G Nenadić, I Spasić, S Ananiadou Proceedings of the 2003 ACM symposium on Applied computing, 83-87, 2003	74	2003
BioContext: an integrated text mining system for large-scale extraction and contextualization of biomolecular events M Gerner, F Sarafraz, CM Bergman, G Nenadic Bioinformatics 28 (16), 2154-2161, 2012	70	2012
Mining protein function from text using term-based support vector machines SB Rice, G Nenadic, BJ Stapley BMC bioinformatics 6 (1), 1-11, 2005	67	2005
A survey of bioinformatics database and software usage through mining the literature G Duck, G Nenadic, M Filannino, A Brass, DL Robertson, R Stevens PloS one 11 (6), e0157989, 2016	58	2016

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