Select Publications from Projects

Cappola AR, Schriver ER, Wade AN, Chen Y, Mowery DL. TSH Distributions Differ by Both Race and Age in Outpatients: Implications for TSH Reference Ranges. American Thyroid Association Annual Meeting. Oct 2022. Accepted.

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

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. 2022 Mar;24(3):601-609.

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 2021.

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.

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.

Lo Y, Lynch SF, Urbanowicz RJ, Olson RS, Ritter AZ, Whitehouse CR, O’Connor M, Keim SK, McDonald M, Moore JH, Bowles KH. Using Machine Learning on Home Health Care Assessments to Predict Fall Risk. Stud Health Technol Inform. 2019 Aug 21;264:684-688. doi: 10.3233/SHTI190310. PMID: 31438011.

Sivendran S, Lynch S, McNaughton C, et al. Anticancer Therapy at the End of Life: Lessons From a Community Cancer Institute. Journal of Palliative Care. 2021;36(2):87-92.

Hong J, Lo Y, Ritter AZ, Whitehouse CR, O’Conner M, Keim SK, McDonald M, Moore JH, Bowles KH, Mowery DL. Identifying Falls Not Documented with Administrative Codes using Natural Language Processing. ICIBM 2020. Philadelphia, PA

Lynch S, Schriver E, Mowery D, Schultz R, Guthrie W. Validation of Electronic Health Record Autism Diagnoses for Study Participant Recruitment. International Society for Autism Research 2020. Seattle, WA


COVID-19 Research 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.

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

Cappola AR, Schriver ER, Mowery DL, Wollack C, Ives CT, Gonzales R, Cappella JN. Effect of Communication Strategies on Return to In-Person Visits During the COVID-19 Pandemic.

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. medRxiv edRxiv, 2021.

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.

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.

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

Bourgeois FT, Gutiérrez-Sacristán A, Keller MS, et al. International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries. JAMA Netw Open. 2021;4(6):e2112596. doi:10.1001/jamanetworkopen.2021.12596

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. medRxiv edRxiv, 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 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.