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  1. Zhang J, Can A, Mukundan S, Steigner M, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Wang Z, Weiss ST, Du R. Morphological Variables Associated With Ruptured Middle Cerebral Artery Aneurysms. Neurosurgery. 2018 May 30. View abstract
  2. Can A, Rudy RF, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Low Serum Calcium and Magnesium Levels and Rupture of Intracranial Aneurysms. Stroke. 2018 Jul; 49(7):1747-1750. View abstract
  3. Can A, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Lipid-Lowering Agents and High HDL (High-Density Lipoprotein) Are Inversely Associated With Intracranial Aneurysm Rupture. Stroke. 2018 May; 49(5):1148-1154. View abstract
  4. Névéol A, Dalianis H, Velupillai S, Savova G, Zweigenbaum P. Clinical Natural Language Processing in languages other than English: opportunities and challenges. J Biomed Semantics. 2018 Mar 30; 9(1):12. View abstract
  5. Can A, Castro VM, Yu S, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Antihyperglycemic Agents Are Inversely Associated With Intracranial Aneurysm Rupture. Stroke. 2018 01; 49(1):34-39. View abstract
  6. Can A, Castro VM, Ozdemir YH, Dagen S, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Heroin Use Is Associated with Ruptured Saccular Aneurysms. Transl Stroke Res. 2018 Aug; 9(4):340-346. View abstract
  7. Savova GK, Tseytlin E, Finan S, Castine M, Miller T, Medvedeva O, Harris D, Hochheiser H, Lin C, Chavan G, Jacobson RS. DeepPhe: A Natural Language Processing System for Extracting Cancer Phenotypes from Clinical Records. Cancer Res. 2017 11 01; 77(21):e115-e118. View abstract
  8. Gonzalez-Hernandez G, Sarker A, O'Connor K, Savova G. Capturing the Patient's Perspective: a Review of Advances in Natural Language Processing of Health-Related Text. Yearb Med Inform. 2017 Aug; 26(1):214-227. View abstract
  9. Kothari C, Wack M, Hassen-Khodja C, Finan S, Savova G, O'Boyle M, Bliss G, Cornell A, Horn EJ, Davis R, Jacobs J, Kohane I, Avillach P. Phelan-McDermid syndrome data network: Integrating patient reported outcomes with clinical notes and curated genetic reports. Am J Med Genet B Neuropsychiatr Genet. 2017 Sep 01. View abstract
  10. Can A, Castro VM, Ozdemir YH, Dagen S, Yu S, Dligach D, Finan S, Gainer V, Shadick NA, Murphy S, Cai T, Savova G, Dammers R, Weiss ST, Du R. Association of intracranial aneurysm rupture with smoking duration, intensity, and cessation. Neurology. 2017 Sep 26; 89(13):1408-1415. View abstract
  11. Can A, Castro VM, Ozdemir YH, Dagen S, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R. Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage. Transl Stroke Res. 2018 Feb; 9(1):13-19. View abstract
  12. Miller T, Dligach D, Bethard S, Lin C, Savova G. Towards generalizable entity-centric clinical coreference resolution. J Biomed Inform. 2017 05; 69:251-258. View abstract
  13. Castro VM, Dligach D, Finan S, Yu S, Can A, Abd-El-Barr M, Gainer V, Shadick NA, Murphy S, Cai T, Savova G, Weiss ST, Du R. Large-scale identification of patients with cerebral aneurysms using natural language processing. Neurology. 2017 Jan 10; 88(2):164-168. View abstract
  14. Hochheiser H, Castine M, Harris D, Savova G, Jacobson RS. An information model for computable cancer phenotypes. BMC Med Inform Decis Mak. 2016 09 15; 16(1):121. View abstract
  15. Brady CC, Thaker VV, Lingren T, Woo JG, Kennebeck SS, Namjou-Khales B, Roach A, Bickel JP, Patibandla N, Savova GK, Solti I, Holm IA, Harley JB, Kohane IS, Crimmins NA. Suboptimal Clinical Documentation in Young Children with Severe Obesity at Tertiary Care Centers. Int J Pediatr. 2016; 2016:4068582. View abstract
  16. Lingren T, Chen P, Bochenek J, Doshi-Velez F, Manning-Courtney P, Bickel J, Wildenger Welchons L, Reinhold J, Bing N, Ni Y, Barbaresi W, Mentch F, Basford M, Denny J, Vazquez L, Perry C, Namjou B, Qiu H, Connolly J, Abrams D, Holm IA, Cobb BA, Lingren N, Solti I, Hakonarson H, Kohane IS, Harley J, Savova G. Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder. PLoS One. 2016; 11(7):e0159621. View abstract
  17. Lingren T, Thaker V, Brady C, Namjou B, Kennebeck S, Bickel J, Patibandla N, Ni Y, Van Driest SL, Chen L, Roach A, Cobb B, Kirby J, Denny J, Bailey-Davis L, Williams MS, Marsolo K, Solti I, Holm IA, Harley J, Kohane IS, Savova G, Crimmins N. Developing an Algorithm to Detect Early Childhood Obesity in Two Tertiary Pediatric Medical Centers. Appl Clin Inform. 2016 07 20; 7(3):693-706. View abstract
  18. Mowery DL, South BR, Christensen L, Leng J, Peltonen LM, Salanterä S, Suominen H, Martinez D, Velupillai S, Elhadad N, Savova G, Pradhan S, Chapman WW. Normalizing acronyms and abbreviations to aid patient understanding of clinical texts: ShARe/CLEF eHealth Challenge 2013, Task 2. J Biomed Semantics. 2016 Jul 01; 7:43. View abstract
  19. Ananthakrishnan AN, Cagan A, Cai T, Gainer VS, Shaw SY, Savova G, Churchill S, Karlson EW, Kohane I, Liao KP, Murphy SN. Comparative Effectiveness of Infliximab and Adalimumab in Crohn's Disease and Ulcerative Colitis. Inflamm Bowel Dis. 2016 Apr; 22(4):880-5. View abstract
  20. Kirby JC, Speltz P, Rasmussen LV, Basford M, Gottesman O, Peissig PL, Pacheco JA, Tromp G, Pathak J, Carrell DS, Ellis SB, Lingren T, Thompson WK, Savova G, Haines J, Roden DM, Harris PA, Denny JC. PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability. J Am Med Inform Assoc. 2016 Nov; 23(6):1046-1052. View abstract
  21. Ananthakrishnan AN, Cagan A, Cai T, Gainer VS, Shaw SY, Savova G, Churchill S, Karlson EW, Murphy SN, Liao KP, Kohane I. Identification of Nonresponse to Treatment Using Narrative Data in an Electronic Health Record Inflammatory Bowel Disease Cohort. Inflamm Bowel Dis. 2016 Jan; 22(1):151-8. View abstract
  22. Dligach D, Miller T, Savova GK. Semi-supervised Learning for Phenotyping Tasks. AMIA Annu Symp Proc. 2015; 2015:502-11. View abstract
  23. Lin C, Dligach D, Miller TA, Bethard S, Savova GK. Multilayered temporal modeling for the clinical domain. J Am Med Inform Assoc. 2016 Mar; 23(2):387-95. View abstract
  24. Castro V, Shen Y, Yu S, Finan S, Pau CT, Gainer V, Keefe CC, Savova G, Murphy SN, Cai T, Welt CK. Identification of subjects with polycystic ovary syndrome using electronic health records. Reprod Biol Endocrinol. 2015 Oct 29; 13:116. View abstract
  25. Liao KP, Ananthakrishnan AN, Kumar V, Xia Z, Cagan A, Gainer VS, Goryachev S, Chen P, Savova GK, Agniel D, Churchill S, Lee J, Murphy SN, Plenge RM, Szolovits P, Kohane I, Shaw SY, Karlson EW, Cai T. Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts. PLoS One. 2015; 10(8):e0136651. View abstract
  26. Kimia AA, Savova G, Landschaft A, Harper MB. An Introduction to Natural Language Processing: How You Can Get More From Those Electronic Notes You Are Generating. Pediatr Emerg Care. 2015 Jul; 31(7):536-41. View abstract
  27. Liao KP, Cai T, Savova GK, Murphy SN, Karlson EW, Ananthakrishnan AN, Gainer VS, Shaw SY, Xia Z, Szolovits P, Churchill S, Kohane I. Development of phenotype algorithms using electronic medical records and incorporating natural language processing. BMJ. 2015 Apr 24; 350:h1885. View abstract
  28. Haug PJ, Wu X, Ferraro JP, Savova GK, Huff SM, Chute CG. Developing a section labeler for clinical documents. AMIA Annu Symp Proc. 2014; 2014:636-44. View abstract
  29. Lin C, Karlson EW, Dligach D, Ramirez MP, Miller TA, Mo H, Braggs NS, Cagan A, Gainer V, Denny JC, Savova GK. Automatic identification of methotrexate-induced liver toxicity in patients with rheumatoid arthritis from the electronic medical record. J Am Med Inform Assoc. 2015 Apr; 22(e1):e151-61. View abstract
  30. Pradhan S, Elhadad N, South BR, Martinez D, Christensen L, Vogel A, Suominen H, Chapman WW, Savova G. Evaluating the state of the art in disorder recognition and normalization of the clinical narrative. J Am Med Inform Assoc. 2015 Jan; 22(1):143-54. View abstract
  31. Styler WF, Bethard S, Finan S, Palmer M, Pradhan S, de Groen PC, Erickson B, Miller T, Lin C, Savova G, Pustejovsky J. Temporal Annotation in the Clinical Domain. Trans Assoc Comput Linguist. 2014 Apr; 2:143-154. View abstract
  32. Carrell DS, Halgrim S, Tran DT, Buist DS, Chubak J, Chapman WW, Savova G. Carrell et al. respond to "Observational research and the EHR". Am J Epidemiol. 2014 Mar 15; 179(6):762-3. View abstract
  33. Carrell DS, Halgrim S, Tran DT, Buist DS, Chubak J, Chapman WW, Savova G. Using natural language processing to improve efficiency of manual chart abstraction in research: the case of breast cancer recurrence. Am J Epidemiol. 2014 Mar 15; 179(6):749-58. View abstract
  34. Xia Z, Secor E, Chibnik LB, Bove RM, Cheng S, Chitnis T, Cagan A, Gainer VS, Chen PJ, Liao KP, Shaw SY, Ananthakrishnan AN, Szolovits P, Weiner HL, Karlson EW, Murphy SN, Savova GK, Cai T, Churchill SE, Plenge RM, Kohane IS, De Jager PL. Modeling disease severity in multiple sclerosis using electronic health records. PLoS One. 2013; 8(11):e78927. View abstract
  35. Pathak J, Bailey KR, Beebe CE, Bethard S, Carrell DC, Chen PJ, Dligach D, Endle CM, Hart LA, Haug PJ, Huff SM, Kaggal VC, Li D, Liu H, Marchant K, Masanz J, Miller T, Oniki TA, Palmer M, Peterson KJ, Rea S, Savova GK, Stancl CR, Sohn S, Solbrig HR, Suesse DB, Tao C, Taylor DP, Westberg L, Wu S, Zhuo N, Chute CG. Normalization and standardization of electronic health records for high-throughput phenotyping: the SHARPn consortium. J Am Med Inform Assoc. 2013 Dec; 20(e2):e341-8. View abstract
  36. Dligach D, Bethard S, Becker L, Miller T, Savova GK. Discovering body site and severity modifiers in clinical texts. J Am Med Inform Assoc. 2014 May-Jun; 21(3):448-54. View abstract
  37. McMurry AJ, Fitch B, Savova G, Kohane IS, Reis BY. Improved de-identification of physician notes through integrative modeling of both public and private medical text. BMC Med Inform Decis Mak. 2013 Oct 02; 13:112. View abstract
  38. Lin C, Karlson EW, Canhao H, Miller TA, Dligach D, Chen PJ, Perez RN, Shen Y, Weinblatt ME, Shadick NA, Plenge RM, Savova GK. Automatic prediction of rheumatoid arthritis disease activity from the electronic medical records. PLoS One. 2013; 8(8):e69932. View abstract
  39. Ananthakrishnan AN, Cagan A, Gainer VS, Cai T, Cheng SC, Savova G, Chen P, Szolovits P, Xia Z, De Jager PL, Shaw SY, Churchill S, Karlson EW, Kohane I, Plenge RM, Murphy SN, Liao KP. Normalization of plasma 25-hydroxy vitamin D is associated with reduced risk of surgery in Crohn's disease. Inflamm Bowel Dis. 2013 Aug; 19(9):1921-7. View abstract
  40. Ananthakrishnan AN, Cai T, Savova G, Cheng SC, Chen P, Perez RG, Gainer VS, Murphy SN, Szolovits P, Xia Z, Shaw S, Churchill S, Karlson EW, Kohane I, Plenge RM, Liao KP. Improving case definition of Crohn's disease and ulcerative colitis in electronic medical records using natural language processing: a novel informatics approach. Inflamm Bowel Dis. 2013 Jun; 19(7):1411-20. View abstract
  41. Liu K, Mitchell KJ, Chapman WW, Savova GK, Sioutos N, Rubin DL, Crowley RS. Formative evaluation of ontology learning methods for entity discovery by using existing ontologies as reference standards. Methods Inf Med. 2013; 52(4):308-16. View abstract
  42. Albright D, Lanfranchi A, Fredriksen A, Styler WF, Warner C, Hwang JD, Choi JD, Dligach D, Nielsen RD, Martin J, Ward W, Palmer M, Savova GK. Towards comprehensive syntactic and semantic annotations of the clinical narrative. J Am Med Inform Assoc. 2013 Sep-Oct; 20(5):922-30. View abstract
  43. Ananthakrishnan AN, Gainer VS, Cai T, Perez RG, Cheng SC, Savova G, Chen P, Szolovits P, Xia Z, De Jager PL, Shaw S, Churchill S, Karlson EW, Kohane I, Perlis RH, Plenge RM, Murphy SN, Liao KP. Similar risk of depression and anxiety following surgery or hospitalization for Crohn's disease and ulcerative colitis. Am J Gastroenterol. 2013 Apr; 108(4):594-601. View abstract
  44. Ananthakrishnan AN, Gainer VS, Perez RG, Cai T, Cheng SC, Savova G, Chen P, Szolovits P, Xia Z, De Jager PL, Shaw SY, Churchill S, Karlson EW, Kohane I, Perlis RH, Plenge RM, Murphy SN, Liao KP. Psychiatric co-morbidity is associated with increased risk of surgery in Crohn's disease. Aliment Pharmacol Ther. 2013 Feb; 37(4):445-54. View abstract
  45. Wu ST, Kaggal VC, Dligach D, Masanz JJ, Chen P, Becker L, Chapman WW, Savova GK, Liu H, Chute CG. A common type system for clinical natural language processing. J Biomed Semantics. 2013 Jan 03; 4(1):1. View abstract
  46. Deleger L, Molnar K, Savova G, Xia F, Lingren T, Li Q, Marsolo K, Jegga A, Kaiser M, Stoutenborough L, Solti I. Large-scale evaluation of automated clinical note de-identification and its impact on information extraction. J Am Med Inform Assoc. 2013 Jan 01; 20(1):84-94. View abstract
  47. Chapman WW, Savova GK, Zheng J, Tharp M, Crowley R. Anaphoric reference in clinical reports: characteristics of an annotated corpus. J Biomed Inform. 2012 Jun; 45(3):507-21. View abstract
  48. Rea S, Pathak J, Savova G, Oniki TA, Westberg L, Beebe CE, Tao C, Parker CG, Haug PJ, Huff SM, Chute CG. Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: the SHARPn project. J Biomed Inform. 2012 Aug; 45(4):763-71. View abstract
  49. Zheng J, Chapman WW, Miller TA, Lin C, Crowley RS, Savova GK. A system for coreference resolution for the clinical narrative. J Am Med Inform Assoc. 2012 Jul-Aug; 19(4):660-7. View abstract
  50. Savova GK, Olson JE, Murphy SP, Cafourek VL, Couch FJ, Goetz MP, Ingle JN, Suman VJ, Chute CG, Weinshilboum RM. Automated discovery of drug treatment patterns for endocrine therapy of breast cancer within an electronic medical record. J Am Med Inform Assoc. 2012 Jun; 19(e1):e83-9. View abstract
  51. Cairns BL, Nielsen RD, Masanz JJ, Martin JH, Palmer MS, Ward WH, Savova GK. The MiPACQ clinical question answering system. AMIA Annu Symp Proc. 2011; 2011:171-80. View abstract
  52. Chute CG, Pathak J, Savova GK, Bailey KR, Schor MI, Hart LA, Beebe CE, Huff SM. The SHARPn project on secondary use of Electronic Medical Record data: progress, plans, and possibilities. AMIA Annu Symp Proc. 2011; 2011:248-56. View abstract
  53. Sohn S, Kocher JP, Chute CG, Savova GK. Drug side effect extraction from clinical narratives of psychiatry and psychology patients. J Am Med Inform Assoc. 2011 Dec; 18 Suppl 1:i144-9. View abstract
  54. Chapman WW, Nadkarni PM, Hirschman L, D'Avolio LW, Savova GK, Uzuner O. Overcoming barriers to NLP for clinical text: the role of shared tasks and the need for additional creative solutions. J Am Med Inform Assoc. 2011 Sep-Oct; 18(5):540-3. View abstract
  55. Zheng J, Chapman WW, Crowley RS, Savova GK. Coreference resolution: a review of general methodologies and applications in the clinical domain. J Biomed Inform. 2011 Dec; 44(6):1113-22. View abstract
  56. Savova GK, Chapman WW, Zheng J, Crowley RS. Anaphoric relations in the clinical narrative: corpus creation. J Am Med Inform Assoc. 2011 Jul-Aug; 18(4):459-65. View abstract
  57. Wilke RA, Xu H, Denny JC, Roden DM, Krauss RM, McCarty CA, Davis RL, Skaar T, Lamba J, Savova G. The emerging role of electronic medical records in pharmacogenomics. Clin Pharmacol Ther. 2011 Mar; 89(3):379-86. View abstract
  58. Tao C, Wei WQ, Solbrig HR, Savova G, Chute CG. CNTRO: A Semantic Web Ontology for Temporal Relation Inferencing in Clinical Narratives. AMIA Annu Symp Proc. 2010 Nov 13; 2010:787-91. View abstract
  59. Sohn S, Murphy SP, Masanz JJ, Kocher JP, Savova GK. Classification of medication status change in clinical narratives. AMIA Annu Symp Proc. 2010 Nov 13; 2010:762-6. View abstract
  60. Savova GK, Fan J, Ye Z, Murphy SP, Zheng J, Chute CG, Kullo IJ. Discovering peripheral arterial disease cases from radiology notes using natural language processing. AMIA Annu Symp Proc. 2010 Nov 13; 2010:722-6. View abstract
  61. Liu K, Chapman WW, Savova G, Chute CG, Sioutos N, Crowley RS. Effectiveness of lexico-syntactic pattern matching for ontology enrichment with clinical documents. Methods Inf Med. 2011; 50(5):397-407. View abstract
  62. Kullo IJ, Fan J, Pathak J, Savova GK, Ali Z, Chute CG. Leveraging informatics for genetic studies: use of the electronic medical record to enable a genome-wide association study of peripheral arterial disease. J Am Med Inform Assoc. 2010 Sep-Oct; 17(5):568-74. View abstract
  63. Savova GK, Masanz JJ, Ogren PV, Zheng J, Sohn S, Kipper-Schuler KC, Chute CG. Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications. J Am Med Inform Assoc. 2010 Sep-Oct; 17(5):507-13. View abstract
  64. Kremers HM, Myasoedova E, Crowson CS, Savova G, Gabriel SE, Matteson EL. The Rochester Epidemiology Project: exploiting the capabilities for population-based research in rheumatic diseases. Rheumatology (Oxford). 2011 Jan; 50(1):6-15. View abstract
  65. Sohn S, Savova GK. Mayo clinic smoking status classification system: extensions and improvements. AMIA Annu Symp Proc. 2009 Nov 14; 2009:619-23. View abstract
  66. Savova G, Bethard S, Styler W, Martin J, Palmer M, Masanz J, Ward W. Towards temporal relation discovery from the clinical narrative. AMIA Annu Symp Proc. 2009 Nov 14; 2009:568-72. View abstract
  67. Cheng LT, Zheng J, Savova GK, Erickson BJ. Discerning tumor status from unstructured MRI reports--completeness of information in existing reports and utility of automated natural language processing. J Digit Imaging. 2010 Apr; 23(2):119-32. View abstract
  68. Coden A, Savova G, Sominsky I, Tanenblatt M, Masanz J, Schuler K, Cooper J, Guan W, de Groen PC. Automatically extracting cancer disease characteristics from pathology reports into a Disease Knowledge Representation Model. J Biomed Inform. 2009 Oct; 42(5):937-49. View abstract
  69. Kim H, Harris MR, Savova GK, Chute CG. The first step toward data reuse: disambiguating concept representation of the locally developed ICU nursing flowsheets. Comput Inform Nurs. 2008 Sep-Oct; 26(5):282-9. View abstract
  70. Savova GK, Coden AR, Sominsky IL, Johnson R, Ogren PV, de Groen PC, Chute CG. Word sense disambiguation across two domains: biomedical literature and clinical notes. J Biomed Inform. 2008 Dec; 41(6):1088-100. View abstract
  71. Meystre SM, Savova GK, Kipper-Schuler KC, Hurdle JF. Extracting information from textual documents in the electronic health record: a review of recent research. Yearb Med Inform. 2008; 128-44. View abstract
  72. Savova GK, Ogren PV, Duffy PH, Buntrock JD, Chute CG. Mayo clinic NLP system for patient smoking status identification. J Am Med Inform Assoc. 2008 Jan-Feb; 15(1):25-8. View abstract
  73. Jiang G, Harris MR, Savova GK, Chute CG. Formalizing the International Classification of Functioning, Disability, and Health (ICF) using Formal Concept Analysis (FCA). AMIA Annu Symp Proc. 2007 Oct 11; 994. View abstract
  74. Kim H, Harris MR, Savova GK, Speedie SM, Chute CG. Toward near real-time acuity estimation: a feasibility study. Nurs Res. 2007 Jul-Aug; 56(4):288-94. View abstract
  75. Ogren PV, Savova G, Buntrock JD, Chute CG. Building and evaluating annotated corpora for medical NLP systems. AMIA Annu Symp Proc. 2006; 1050. View abstract
  76. Kim H, Harris MR, Savova G, Chute CG. Content coverage of SNOMED-CT toward the ICU nursing flowsheets and the acuity indicators. Stud Health Technol Inform. 2006; 122:722-6. View abstract
  77. Savova G, Harris M, Pakhomov S, Chute CG. Frame semantics and the domain of functioning, disability and health. AMIA Annu Symp Proc. 2005; 1106. View abstract
  78. Harris MR, Savova GK, Johnson TM, Chute CG. A term extraction tool for expanding content in the domain of functioning, disability, and health: proof of concept. J Biomed Inform. 2003 Aug-Oct; 36(4-5):250-9. View abstract
  79. Harris M, Kim H, Rhudy L, Savova G, Chute C. Testing the generalizability of the ISO model for nursing diagnoses. AMIA Annu Symp Proc. 2003; 274-8. View abstract
  80. Savova GK, Harris M, Johnson T, Pakhomov SV, Chute CG. A data-driven approach for extracting "the most specific term" for ontology development. AMIA Annu Symp Proc. 2003; 579-83. View abstract