Guergana Savova

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	All	Since 2016
Citations	8690	5602
h-index	48	39
i10-index	98	78

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Co-authors

Christopher G. ChuteBloomberg Distinguished Professor of Health Informatics, Johns HopkinsVerified email at jhu.edu
Dmitriy DligachAssistant Professor, Loyola University ChicagoVerified email at luc.edu
Tim MillerAssistant Professor, Boston Childrens Hospital and Harvard Medical SchoolVerified email at childrens.harvard.edu
Wendy ChapmanProfessor of Biomedical Informatics, University of UtahVerified email at utah.edu
Chen LinBoston Children's HospitalVerified email at childrens.harvard.edu
Isaac KohaneHarvard Medical School, Children's Hospital, Brigham and Women's HospitalVerified email at hms.harvard.edu
Steven BethardAssociate Professor, University of ArizonaVerified email at arizona.edu
Robert PlengeVerified email at partners.org
Peter SzolovitsProfessor of Computer Science and Engineering, MITVerified email at mit.edu
Noémie ElhadadAssociate Professor of Biomedical Informatics, Columbia UniversityVerified email at cumc.columbia.edu
Sunghwan SohnAssociate Professor of Biomedical Informatics, Mayo ClinicVerified email at mayo.edu
Martha Stone PalmerProfessor of Linguistics, Computer Science, University of ColoradoVerified email at colorado.edu
David Martinez IraolaIBM Research AustraliaVerified email at ibm.com
Joshua C. DennyCEO, All of Us Research ProgramVerified email at nih.gov
James H. MartinProfessor of Computer Science, University of Colorado BoulderVerified email at colorado.edu
Will StylerAssistant Teaching Professor, UC San DiegoVerified email at ucsd.edu
Stephane MeystreMedical University of South CarolinaVerified email at musc.edu
Todd LingrenApplication Developer Cincinnati Children's HospitalVerified email at cchmc.org
Danielle Mowery PhDCRIO/Assistant Professor, DBEI & IBI, University of PennsylvaniaVerified email at pennmedicine.upenn.edu
John F. HurdleProfessor of Biomedical Informatics, University of UtahVerified email at utah.edu

Guergana Savova

Associate Professor, Harvard

Verified email at childrens.harvard.edu

natural language processing artificial intelligence computer science biomedical informatics computable phenotypes


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Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications GK Savova, JJ Masanz, PV Ogren, J Zheng, S Sohn, KC Kipper-Schuler, ... Journal of the American Medical Informatics Association 17 (5), 507-513, 2010	1510	2010
Extracting information from textual documents in the electronic health record: a review of recent research SM Meystre, GK Savova, KC Kipper-Schuler, JF Hurdle Yearbook of medical informatics 17 (01), 128-144, 2008	884	2008
Overcoming barriers to NLP for clinical text: the role of shared tasks and the need for additional creative solutions WW Chapman, PM Nadkarni, L Hirschman, LW D'avolio, GK Savova, ... Journal of the American Medical Informatics Association 18 (5), 540-543, 2011	243	2011
Overview of the ShARe/CLEF eHealth evaluation lab 2013 H Suominen, S Salanterä, S Velupillai, WW Chapman, G Savova, ... International Conference of the Cross-Language Evaluation Forum for European …, 2013	233	2013
Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: the SHARPn project S Rea, J Pathak, G Savova, TA Oniki, L Westberg, CE Beebe, C Tao, ... Journal of biomedical informatics 45 (4), 763-771, 2012	218	2012
Normalization of plasma 25-hydroxy vitamin D is associated with reduced risk of surgery in Crohn’s disease AN Ananthakrishnan, A Cagan, VS Gainer, T Cai, SC Cheng, G Savova, ... Inflammatory bowel diseases 19 (9), 1921-1927, 2013	204	2013
PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability JC Kirby, P Speltz, LV Rasmussen, M Basford, O Gottesman, PL Peissig, ... Journal of the American Medical Informatics Association 23 (6), 1046-1052, 2016	183	2016
The emerging role of electronic medical records in pharmacogenomics RA Wilke, H Xu, JC Denny, DM Roden, RM Krauss, CA McCarty, ... Clinical Pharmacology & Therapeutics 89 (3), 379-386, 2011	180	2011
Automatically extracting cancer disease characteristics from pathology reports into a Disease Knowledge Representation Model A Coden, G Savova, I Sominsky, M Tanenblatt, J Masanz, K Schuler, ... Journal of biomedical informatics 42 (5), 937-949, 2009	166	2009
Development of phenotype algorithms using electronic medical records and incorporating natural language processing KP Liao, T Cai, GK Savova, SN Murphy, EW Karlson, ... bmj 350, h1885, 2015	164	2015
Semeval-2016 task 12: Clinical tempeval S Bethard, G Savova, WT Chen, L Derczynski, J Pustejovsky, M Verhagen Proceedings of the 10th International Workshop on Semantic Evaluation …, 2016	158	2016
Semeval-2015 task 6: Clinical tempeval S Bethard, L Derczynski, G Savova, J Pustejovsky, M Verhagen Proceedings of the 9th international workshop on semantic evaluation …, 2015	141	2015
Leveraging informatics for genetic studies: use of the electronic medical record to enable a genome-wide association study of peripheral arterial disease IJ Kullo, J Fan, J Pathak, GK Savova, Z Ali, CG Chute Journal of the American Medical Informatics Association 17 (5), 568-574, 2010	136	2010
Semeval-2014 task 7: Analysis of clinical text S Pradhan, W Chapman, S Man, G Savova Proc. of the 8th International Workshop on Semantic Evaluation (SemEval 2014, 2014	135	2014
Temporal annotation in the clinical domain WF Styler IV, S Bethard, S Finan, M Palmer, S Pradhan, PC De Groen, ... Transactions of the Association for Computational Linguistics 2, 143-154, 2014	133	2014
Towards comprehensive syntactic and semantic annotations of the clinical narrative D Albright, A Lanfranchi, A Fredriksen, WF Styler IV, C Warner, JD Hwang, ... Journal of the American Medical Informatics Association 20 (5), 922-930, 2013	124	2013
Mayo clinic NLP system for patient smoking status identification GK Savova, PV Ogren, PH Duffy, JD Buntrock, CG Chute Journal of the American Medical Informatics Association 15 (1), 25-28, 2008	123	2008
Using natural language processing to improve efficiency of manual chart abstraction in research: the case of breast cancer recurrence DS Carrell, S Halgrim, DT Tran, DSM Buist, J Chubak, WW Chapman, ... American journal of epidemiology 179 (6), 749-758, 2014	114	2014
Evaluating the state of the art in disorder recognition and normalization of the clinical narrative S Pradhan, N Elhadad, BR South, D Martinez, L Christensen, A Vogel, ... Journal of the American Medical Informatics Association 22 (1), 143-154, 2015	112	2015
Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium J Pathak, KR Bailey, CE Beebe, S Bethard, DS Carrell, PJ Chen, ... Journal of the American Medical Informatics Association 20 (e2), e341-e348, 2013	111	2013

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