| Epidemiology and clinical features of invasive fungal infection in a US health care network BJ Webb, JP Ferraro, S Rea, S Kaufusi, BE Goodman, J Spalding Open forum infectious diseases 5 (8), ofy187, 2018 | 173 | 2018 |
| Impact of an electronic clinical decision support tool for emergency department patients with pneumonia NC Dean, BE Jones, JP Jones, JP Ferraro, HB Post, D Aronsky, CG Vines, ... Annals of emergency medicine 66 (5), 511-520, 2015 | 107 | 2015 |
| Natural language processing to identify pneumonia from radiology reports S Dublin, E Baldwin, RL Walker, LM Christensen, PJ Haug, ML Jackson, ... Pharmacoepidemiology and drug safety 22 (8), 834-841, 2013 | 81 | 2013 |
| Antibiotic exposure and risk for hospital-associated Clostridioides difficile infection BJ Webb, A Subramanian, B Lopansri, B Goodman, PB Jones, J Ferraro, ... Antimicrobial Agents and Chemotherapy 64 (4), 10.1128/aac. 02169-19, 2020 | 64 | 2020 |
| Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation JP Ferraro, H Daumé III, SL DuVall, WW Chapman, H Harkema, PJ Haug Journal of the American Medical Informatics Association 20 (5), 931-939, 2013 | 63 | 2013 |
| Low dispositional mindfulness predicts self-medication of negative emotion with prescription opioids EL Garland, AW Hanley, EA Thomas, P Knoll, J Ferraro Journal of addiction medicine 9 (1), 61-67, 2015 | 59 | 2015 |
| Detecting social and behavioral determinants of health with structured and free-text clinical data DJ Feller, OJB Don't Walk, J Zucker, MT Yin, P Gordon, N Elhadad Applied clinical informatics 11 (01), 172-181, 2020 | 52 | 2020 |
| An ontology-driven, diagnostic modeling system PJ Haug, JP Ferraro, J Holmen, X Wu, K Mynam, M Ebert, N Dean, ... Journal of the American Medical Informatics Association 20 (e1), e102-e110, 2013 | 52 | 2013 |
| Driving pressure is not associated with mortality in mechanically ventilated patients without ARDS MJ Lanspa, ID Peltan, JR Jacobs, JS Sorensen, L Carpenter, JP Ferraro, ... Critical Care 23, 1-8, 2019 | 39 | 2019 |
| Comparison of 2 natural language processing methods for identification of bleeding among critically ill patients M Taggart, WW Chapman, BA Steinberg, S Ruckel, A Pregenzer-Wenzler, ... JAMA network open 1 (6), e183451-e183451, 2018 | 36 | 2018 |
| Ascertainment of veterans with metastatic prostate cancer in electronic health records: demonstrating the case for natural language processing PR Alba, A Gao, KM Lee, T Anglin-Foote, B Robison, E Katsoulakis, ... JCO clinical cancer informatics 5, 1005-1014, 2021 | 31 | 2021 |
| A study of the transferability of influenza case detection systems between two large healthcare systems Y Ye, MM Wagner, GF Cooper, JP Ferraro, H Su, PH Gesteland, PJ Haug, ... PloS one 12 (4), e0174970, 2017 | 30 | 2017 |
| Portable automated surveillance of surgical site infections using natural language processing: development and validation BT Bucher, J Shi, JP Ferraro, DE Skarda, MH Samore, JF Hurdle, ... Annals of surgery 272 (4), 629-636, 2020 | 29 | 2020 |
| Performance and utilization of an emergency department electronic screening tool for pneumonia NC Dean, BE Jones, JP Ferraro, CG Vines, PJ Haug JAMA internal medicine 173 (8), 699-701, 2013 | 25 | 2013 |
| Using natural language processing to improve EHR structured data-based surgical site infection surveillance J Shi, S Liu, LCC Pruitt, CL Luppens, JP Ferraro, AV Gundlapalli, ... AMIA Annual Symposium Proceedings 2019, 794, 2019 | 22 | 2019 |
| Determination of marital status of patients from structured and unstructured electronic healthcare data BT Bucher, J Shi, RJ Pettit, J Ferraro, WW Chapman, A Gundlapalli AMIA Annual Symposium Proceedings 2019, 267, 2019 | 21 | 2019 |
| Developing a section labeler for clinical documents PJ Haug, X Wu, JP Ferraro, GK Savova, SM Huff, CG Chute AMIA Annual Symposium Proceedings 2014, 636, 2014 | 18 | 2014 |
| Use of computerized provider order entry events for postoperative complication surveillance BT Bucher, JP Ferraro, SRG Finlayson, WW Chapman, AV Gundlapalli JAMA surgery 154 (4), 311-318, 2019 | 13 | 2019 |
| The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance JP Ferraro, Y Ye, PH Gesteland, PJ Haug, F Tsui, GF Cooper, R Van Bree, ... Applied clinical informatics 8 (02), 560-580, 2017 | 13 | 2017 |
| Expanding the diversity of texts and applications: findings from the section on clinical natural language processing of the international medical informatics association yearbook A Névéol, P Zweigenbaum Yearbook of medical informatics 27 (01), 193-198, 2018 | 12 | 2018 |
