Danielle L. Mowery, Ph.D., M.S., M.S.

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Assistant Professor of Informatics in Biostatistics and Epidemiology at the Hospital of the University of Pennsylvania
Chief Research Information Officer, Penn Medicine
Scientific Director, Clinical Research Informatics Core, Institute for Biomedical Informatics
Senior Fellow, Institute for Biomedical Informatics
Associate Member, Abramson Cancer Center, Cancer Control Program
Co-Methods Core Director, Penn Innovation in Suicide Prevention Implementation Research (INSPIRE) Center
Data Science & Informatics Core Associate Director, Penn Skin Biology and Diseases Resource-based Center
Member, Penn Medicine Center for Applied Health Informatics
Member, Penn Center for Nutritional Science and Medicine (PenNSAM)
Department: Biostatistics and Epidemiology
Graduate Group Affiliations

Contact information
Institute for Biomedical Informatics
University of Pennsylvania
School of Medicine
A206 Richards Hall
3700 Hamilton Walk
Philadelphia, PA 19104
Office: (215) 746-6677
Education:
BS (Minor in Chemistry)
Biological Sciences, University of Pittsburgh , 2006.
MS (Concentration in Health Information Systems)
Health & Rehabilitation Science, University of Pittsburgh, 2008.
MS (Concentration in Natural Language Processing)
Biomedical Informatics, University of Pittsburgh, 2010.
PhD (Concentration in Natural Language Processing)
Biomedical Informatics, University of Pittsburgh, 2014.
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Selected Publications

Shaw PA, Yang JB, Mowery DL, Schriver ER, Mahoney K, Bar KJ, Ellenberg SS.: Determinants of Hospital Outcomes for COVID-19 Infections in a Large Pennsylvania Health System. PLoS One 17(5): e0268528, May 2022.

Hong C, Zhang HG, L'Yi S, Weber G, Avillach P, Tan BWQ, Gutiérrez-Sacristán A, Bonzel CL, Palmer NP, Malovini A, Tibollo V, Luo Y, Hutch MR, Liu M, Bourgeois F, Bellazzi R, Chiovato L, Sanz Vidorreta FJ, Le TT, Wang X, Yuan W, Neuraz A, Benoit V, Moal B, Morris M, Hanauer DA, Maidlow S, Wagholikar K, Murphy S, Estiri H, Makoudjou A, Tippmann P, Klann J, Follett RW, Gehlenborg N, Omenn GS, Xia Z, Dagliati A, Visweswaran S, Patel LP, Mowery DL, Schriver ER, Samayamuthu MJ, Kavuluru R, Lozano-Zahonero S, Zöller D, Tan ALM, Tan BWL, Ngiam KY, Holmes JH, Schubert P, Cho K, Ho YL, Beaulieu-Jones BK, Pedrera-Jiménez M, García-Barrio N, Serrano-Balazote P, Kohane I; Consortium for Clinical Characterization of COVID-19 by EHR (4CE), South A, Brat GA, Cai T: Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2. BMJ Open 12(6): e057725, 06 2022.

King AJ, Mowery DL, Cooper GF, Kahn JM : Natural Language Processing to Computationally Generate Feedback on the Quality of Trainees' Oral Case Presentations in the Intensive Care Unit. American Thoracic Society Page: A2449-A2449, 2022 Notes: B23. THE ICU GRAB BAG: A SESSION OF MUST HAVES.

Poulsen MN, Freda PJ, Troiani V, Davoudi A, Mowery DL. : Classifying Characteristics of Opioid Use Disorder From Hospital Discharge Summaries Using Natural Language Processing. Front Public Health 10: 850619, May 2022 Notes: Special Issue: Computational Methods in Substance Use and Addiction Research.

Klann JG, Strasser ZH, Hutch MR, Kennedy CJ, Marwaha JS, Morris M, Samayamuthu MJ, Pfaff AC, Estiri H, South AM, Weber GM, Yuan W, Avillach P, Wagholikar KB, Luo Y; Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Omenn GS, Visweswaran S, Holmes JH, Xia Z, Brat GA, Murphy SN.: Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study. J Med Internet Res 24(5): e37931, May 2022 Notes: consortium authorship.

Moal B, Orieux A, Ferté T, Neuraz A, Brat GA, Avillach P, Bonel C-L, Cai T, Cho K, Cossin S, Griffier R, Hanauer DA, Haverkamp C, Ho Y-L, Hong C, Hutch MR, Klann JG, Le TT, Loh NHW, Luo Y, Makoudjou A, Morris M, Mowery DL, Olsen KL, Patel LP, Samayamuthu MJ, Vidorreta FJS, Schriver ER, Schubert P, Verdy G, Visweswaran S, Wang X, Weber GM, Xia Z, Yuan W, Zhang HG, Zöeller D, Kohane IS, The Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Boyer A, Jouhet V: Acute Respiratory Distress Syndrome after SARS-CoV-2 Infection on Young Adult Population: International Observational Federated Study based on Electronic Health Records through the 4CE Consortium ARDS after SARS-CoV-2 Infection on Young Adult. medRxiv 2022.

Tan ALM, Getzen E, Hutch MR, Strasser ZH, Gutiérrez-Sacristán A, Le TT, Dagliati A, Morris M, Hanauer DA, Moal B, Bonzel C-L, Yuan W, Chiudinelli L, Das P, Zhang HG, Aronow BJ, Avilach P, Brat GA, Cai T, Hong C, La Cava WG, Loh NHW, Luo Y, Murphy SN, Ngiam KY, Omenn GS, Patel LP, Samayamuthu MK, Schriver ER, Anad ZSH, Tan BWL, Tan BWQ, Visweswaran S, Wang X, Weber GM, Xia Z, Verdy B, The Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Long Q, Mowery DL, Holmes J.: Informative Missingness: What Can We Learn from Patterns in Missing Laboratory Data in the Electronic Health Record? medRxiv 2022.

Hutch, MR and Son, J and Le, TT and Hong, C and Wang, X and Shakeri H and Abad, Z and Morris, M and Gutiérrez-Sacristán, A and Klann, JG and Spiridou, A and Bellazzi, R and Benoit, V and Bonzel, C-L and Bryant, WA and Cho, K and Das, P and Hanauer, DA and Henderson, DW and Ho, Y-L and Loh, NHW and Makoudjou, A and Malovini, A and Moal, B and Mowery, DL and Samayamuthu, MJ and Sanz Vidorreta, FJ and Schriver, ER and Schubert, P and Talbert, J and Tan, ALM and Tan, BWL and Tan, BWQ and Tibollo, V and Yuan, W and Avillach, P and Gehlenborg, N and Omenn, GS and The Consortium for Clinical Characterization of COVID-19 by EHR (4CE), and Visweswaran, S and Cai, T and Luo, Y and Xia, Z: Neurological Diagnoses in Hospitalized COVID-19 Patients Associated With Adverse Outcomes: A Multinational Cohort Study. Preprints with the Lancet 2022.

Getzen E, Ungar L, Mowery D, Jiang X, Long Q.: Mining for Equitable Health: Assessing the Impact of Missing Data in Electronic Health Records. medRxiv 2022.

Brat G, Weber G, Hong C, Palmer N, Avillach P, Murphy S, Gutiérrez-Sacristán A, Xia Z, Serret-Larmande A, Neuraz A, Omenn G, Visweswaran S, Klann J, South A, Loh NHW, Cannataro M, Beaulieu-Jones B, Bellazzi R, Agapito G, Alessiani M, Aronow B, Bell D, Benoit V, Bourgeois F, Chiovato L, Dagliati A, DuVall S, García N, Hanauer D, Holmes J, Issitt R, Keller M, Liu M, Luo Y, Malovini A, Mandl K, Mao C, Moore J, Morris J, Morris M, Mowery D, Ngiam KY, Patel L, Pedrera M, Schriver E, L'Yi S, Bonzel C-L, Cho K, Ho Y-L, Lynch K, Maidlow S, Matheny M, Ramoni R, Serrano-Balazote P, Schubert P, Spiridou A, Tan A, Tan B, Tibollo V, Torti C, Trecarichi E, Wang X, The Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Kohane I, and Cai T.: International Comparisons of Laboratory Values from the 4CE Collaborative to Predict COVID-19 Mortality. npj Digital Medicine 2022 Notes: accepted.

Wang X, Zhang HG, Xiong X, Hong C, Weber GM, Brat GA, Bonzel C-L, Luo Y, Duan R, Palmer NP, Hutch MR, Gutiérrez-Sacristán A, Bellazzi R, Chiovato L, Cho K, Dagliati A, Estiri H, García-Barrio N, Griffier R, Hanauer DA, Ho Y-L, Holmes JH, Keller MS, Klann JG, L’Yi S, Lozano-Zahonero S, Maidlow SE, Makoudjou A, Malovini A, Moal B, Moore JH, Morris M, Mowery DL, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Patel LP, Pedrera-Jiménez M, Prunotto A, Samayamuthu MJ, Vidorreta FJS, Schriver ER, Schubert P, Serrano-Balazote P, South AM, Tan ALM, Tan BWL, Tibollo V, Tippmann P, Visweswaran S, Xia Z, Yuan W, Zöller D, Kohane IS, The Consortium for Clinical Characterization of COVID-19 by EHR (4CE), Avillach P, Guo Z, Cai T: SurvMaximin: Robust Federated Approach to Transporting Survival Risk Prediction Models. medRxiv 2022.

Hwang S, Urbanowicz, Lynch S, Vernon T, Bresz K, Giraldo C, Kennedy E, Leabhart M, Bleacher T, Ripchinski M, *Mowery DL, *Oyer R: Towards Predicting 30-Day Readmission among Oncology Patients: Identifying Timely and Actionable Risk Factors. medRxiv Jan 2022 Notes: *shared co-senior authorship.

Davoudi A, Lee N, Luong T, Delaney T, Asch E, Chaiyachati K*, Mowery D*: Identifying Medication-related Intents from a Bidirectional Text Messaging Platform for Hypertension Management: An Unsupervised Learning Approach. J Med Internet Res May 2022 Notes: *shared co-senior authorship; **shared co-last authorship.

Davoudi A, Lee NS, Chivers C, Delaney T, Asch EL, Reitz C, Mehta SJ, Chaiyachati KH, Mowery DL.: Patient Interaction Phenotypes With an Automated Remote Hypertension Monitoring Program and Their Association With Blood Pressure Control: Observational Study. J Med Internet Res 22: e22493, Dec 2020.

Davoudi A, Yu S, Doucette A, Gabriel P, Miller M, Williams H, Desai H, Le A, Stoeckert C, Maxwell K, Mowery D: Classifying Progression Status Statements from Radiology Exams among Non-Small Cell Lung Cancer Patients using Natural Language Processing. medRxiv November 2021.

Davoudi A, Tissot H, Doucette A, Gabriel PE, Parikh R, *Mowery DL, *Miranda S. : Using Natural Language Processing to Classify Serious Illness Communication in Oncology. AMIA 2022 Informatics Summit. accepted for conference; available on medRxiv, Aug 2021 Notes: *shared co-last authorship.

Cappola AR, Schriver ER, Mowery DL, Wollack C, Ives CT, Gonzales R, Cappella JN: Effect of Targeted Messaging on Return to In-Person Visits During the COVID-19 Pandemic: A Randomized Clinical Trial. JAMA Network Open 4(6): e2115211, June 2021.

Wang L, Desai H, Verma SS, Le A, Hausler R, Verma A, Judy R, Doucette A, Gabriel PE, Nathanson KL, Damrauer S, Mowery DL, Ritchie MD, Kember RL, Maxwell KN.: Performance of Polygenic Risk Scores for Cancer Prediction in a Racially Diverse Academic Biobank. Genetics in Medicine 2021 Notes: Originally published in medRxiv.

Yu S, Le A, Feld E, Schriver E, Gabriel P, Doucette A, Narayan V, Feldman M, Schwartz LE, Maxwell K, Mowery D: Development of an NLP-Assisted Extraction System for Gleason Scores: Combining the Strengths of Humans and Machines. Journal of Medical Internet Research Cancer 7(2): e27970, July 2021.

Boland MR, Liu J, Balocchi C, Meeker JR, Bai R, Mellis I, Mowery D, Herman D: A Method to Link Neighborhood-Level Covariates to COVID-19 Infection Patterns in Philadelphia Using Spatial Regression. AMIA Informatics Summit March 2021.

Parikh S, Davoudi A, Yu S, Giraldo C, Schriver E, Mowery D.: Lexicon Development for COVID-19-related Concepts Using Open-source Word Embedding Sources: An Intrinsic and Extrinsic Evaluation. JMIR Med Inform 9: e21679, Feb 2021.

Le TT, Gutiérrez-Sacristán A, Son J, Hong C, South AM, Beaulieu-Jones BK, Loh NHW, Luo Y, Morris M, Ngiam KY, Patel LP, Samayamuthu MJ, Schriver E, Tan AL, Moore J, Cai T, Omenn GS, Avillach P, Kohane IS, Visweswaran S, Mowery DL, Xia Z.: Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19. Scientific Reports 2021 Notes: Originally published in medRxiv.

Anderson TS, Leonard S, Zhang AJ, Madden E, Mowery D, Chapman WW, Keyhani S.: Trends in Low-Value Carotid Imaging in the Veterans Health Administration From 2007 to 2016. JAMA Netw Open 3: e2015250, Sep 2020.

Freedman H, Williams H, Birtwell D, Miller M, Mowery D, Stoeckert C: A Novel Tool for Standardizing Clinical Data in a Semantic Common Data Model. Journal of Biomedical Informatics: X 8: 100086, Dec 2020.

Harris JR, Hatch R, Vallabhajosyula P, Lo Y, Mowery D, Patel N: Morning vs. Evening Administration of Warfarin following Cardiac Surgery. The Journal of Pharmacy Technology 2020.

Keyhani S, Cheng EM, Hoggatt KJ, Austin PC, Madden E, Hebert PL, Halm EA, Naseri A, Johanning JM, Mowery D, Chapman WW, Bravata DM.: Comparative Effectiveness of Carotid Endarterectomy vs Initial Medical Therapy in Patients With Asymptomatic Carotid Stenosis. JAMA Neurol 77: 1110-1121, Sep 2020.

Moore JH, Barnett I, Boland MR, Chen Y, Demiris G, Gonzalez-Hernandez G, Herman DS, Himes BE, Hubbard RA, Kim D, Morris JS, Mowery DL, Ritchie MD, Shen L, Urbanowicz R, Holmes JH.: Ideas for how informaticians can get involved with COVID-19 research. BioData Mining 13: 3, May 2020.

Weber GM, Hong C, Palmer NP, Avillach P, Murphy SN, Gutiérrez-Sacristán A, Xia Z, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, South AM, Loh NHW, Cannataro M, Beaulieu-Jones BK, Bellazzi R, Agapito G, Alessiani M, Aronow BJ, Bell DS, Bellasi A, Benoit V, Beraghi M, Boeker M, Booth J, Bosari S, Bourgeois FT, Brown NW, Bucalo M, Chiovato L, Chiudinelli L, Dagliati A, Devkota B, DuVall SL, Follett RW, Ganslandt T, García Barrio N, Gradinger T, Griffier R, Hanauer DA, Holmes JH, Horki P, Huling KM, Issitt RW, Jouhet V, Keller MS, Kraska D, Liu M, Luo Y, Lynch KE, Malovini A, Mandl KD, Mao C, Maram A, Matheny ME, Maulhardt T, Mazzitelli M, Milano M, Moore JH, Morris JS, Morris M, Mowery DL, Naughton TP, Ngiam KY, Norman JB, Patel LP, Pedrera Jimenez M, Ramoni RB, Schriver ER, Scudeller L, Sebire NJ, Serrano Balazote P, Spiridou A, Tan AL, Tan BWL, Tibollo V, Torti C, Trecarichi EM, Vitacca M, Zambelli A, Zucco C, Kohane IS, Cai T, Brat GA.: International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study. Journal of Medical Internet Research November 2021.

Klann JG, Weber GM, Estiri H, Moal B, Avillach P, Hong C, Castro V, Maulhardt T, Tan ALM, Geva A, Beaulieu-Jones BK, Malovini A, South AM, Visweswaran S, Omenn GS, Ngiam KY, Mandl KD, Boeker M, Olson KL, Mowery DL, Morris M, Follett RW, Hanauer DA, Bellazzi R, Moore JH, Loh NW, Bell DS, Wagholikar KB, Chiovato L, Tibollo V, Rieg S, Li ALLJ, Jouhet V, Schriver E, Samayamuthu MJ, Xia Z, Hutch M, Luo Y; Consortium for Clinical Characterization of COVID-19 by EHR (4CE) (CONSORTIA AUTHOR), Kohane IS, Brat GA, Murphy SN.: Validation of an Internationally Derived Patient Severity Phenotype to Support COVID-19 Analytics from Electronic Health Record Data. J Am Med Inform Assoc 2021.

Brat GA, Weber GM, Gehlenborg N, Avillach P, Palmer NP, Chiovato L, Cimino J, Waitman LR, Omenn GS, Malovini A, Moore JH, Beaulieu-Jones BK, Tibollo V, Murphy SN, Yi SL, Keller MS, Bellazzi R, Hanauer DA, Serret-Larmande A, Gutierrez-Sacristan A, Holmes JJ, Bell DS, Mandl KD, Follett RW, Klann JG, Murad DA, Scudeller L, Bucalo M, Kirchoff K, Craig J, Obeid J, Jouhet V, Griffier R, Cossin S, Moal B, Patel LP, Bellasi A, Prokosch HU, Kraska D, Sliz P, Tan ALM, Ngiam KY, Zambelli A, Mowery DL, Schiver E, Devkota B, Bradford RL, Daniar M, Daniel C, Benoit V, Bey R, Paris N, Serre P, Orlova N, Dubiel J, Hilka M, Jannot AS, Breant S, Leblanc J, Griffon N, Burgun A, Bernaux M, Sandrin A, Salamanca E, Cormont S, Ganslandt T, Gradinger T, Champ J, Boeker M, Martel P, Esteve L, Gramfort A, Grisel O, Leprovost D, Moreau T, Varoquaux G, Vie JJ, Wassermann D, Mensch A, Caucheteux C, Haverkamp C, Lemaitre G, Bosari S, Krantz ID, South A, Cai T, Kohane IS: International Electronic Health Record-derived COVID-19 Clinical Course Profiles: the 4CE Consortium. NPJ Digit Med 3: 109, Aug 2020.

Schriver E, Lieblich S, AlRabiah R, Mowery DL, Brown LA: Identifying Risk Factors for Suicidal Ideation across a Large Community Healthcare System. J Affect Disord 276: 1038-1045, Nov 2020.

Falcone M, Luo C, Chen Y, Birtwell D, Cheatle M, Duan R, Gabriel PE, He L, Ko EM, Lenz HJ, Mirkovic N, Mowery DL, Ochroch EA, Paulson EC, Schriver E, Schnoll RA, Bekelman JE, Lerman C.: Risk of Persistent Opioid Use following Major Surgery in Matched Samples of Patients with and without Cancer. Cancer Epidemiol Biomarkers Prev 29: 2126-2133, Nov 2020.

Hong J, Davoudi A, Yu S, Mowery DL: Annotation and Extraction of Age and Temporally-related Events from Clinical Histories. BMC Med Inform Decis Mak 20: 338, Dec 2020.

Birtwell D, Williams H, Pyeritz R, Damrauer S, Mowery DL.: Carnival: A Graph-Based Data Integration and Query Tool to Support Patient Cohort Generation for Clinical Research. Stud Health Technol Inform 264: 35-39, Aug 2019.

Hicks A, Miller M, Mowery DL, Stoeckert C: The Hypertension Ontology: Coordinating Clinical Data with Context-Sensitive Hypertension Criteria International Conference on Biomedical Ontology (ICBO 2019). Buffalo, NY 2019 Notes: Peer reviewed conference manuscript.

Wang J, Yu S, Davoudi A, Mowery DL: A Preliminary Characterization of Canonicalized and Non-Canonicalized Section Headers Across Variable Clinical Note Types. AMIA Annual Symposium 2020. Washington, DC (virtual) 2020 Notes: Peer reviewed conference; will be added to PubMed this spring.

Estiri H, Strasser ZH, Brat GA, Semenov YR, The Consortium for Characterization of COVID-19 by EHR (4CE), Patel CJ, Murphy SN: Evolving Phenotypes of non-hospitalized Patients that Indicate Long COVID. BMC Medicine. medRxiV, 9(249), July 2021 Notes: *consortium authorship.

Bourgeois FT, Gutiérrez-Sacristán A, Keller M, et al., The Consortium for Characterization of COVID-19 by EHR (4CE): International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries. JAMA Network Open 4(6), June 2021 Notes: *consortium authorship.

Decker B, Schriver E, Fischbein K, Smith D, Moyer J, Mowery D, Litt B, Ellis C, Hill C.: How Often Do Patients with a New Epilepsy Diagnosis Remain Untreated? American Epilepsy Society Dec 2021 Notes: Chicago, IL.

Lee NS, Asch EL, Luong T, Chivers C, Mowery D, Vandertuyn M, Sevinc C, Josephs M, Rosin R, Chiayachati KH. : Supporting Population Health Programs using Chatbot Technology: Lessons Learned Developing and Integrating a Chatbot into Hypertension Program. Society of General Internal Medicine National Meeting 2021.

Shaw PA, Yang J, Ellenberg S, Schriver E, Mowery D, Bar KJ : Determinants of COVID-19 Hospital Outcomes in a Large Pennsylvania Health System virtualConference on Retroviruses & Opportunistic Infections (CROI) 2021.

Holmes JH, Beinlich J, Boland MR, Bowles KH, Chen Y, Cook TS, Demiris G, Draugelis M, Fluharty L, Gabriel PE, Grundmeier R, Hanson CW, Herman DS, Himes BE, Hubbard RA, Kahn CE Jr, Kim D, Koppel R, Long Q, Mirkovic N, Morris JS, Mowery DL, Ritchie MD, Urbanowicz R, Moore JH. Why Is the Electronic Health Record So Challenging for Research and Clinical Care?: Why Is the Electronic Health Record So Challenging for Research and Clinical Care? Methods Inf Med. 60(1-02): 32-48, July 2021.

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Last updated: 06/27/2022
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