GPC

Acknowledgement:

This [work, publication, article, report, presentation, etc.] includes [data, results, intellectual property, findings] that were originally [partially] funded through a Patient-Centered Outcomes Research Institute® (PCORI®) program award (#RI-MISSOURI-01-PS8)].

Disclaimer:

The [views, statements, opinions] presented in this [work, publication, article, report, etc.] are solely the responsibility of the author(s) and do not necessarily represent the views of PCORI. There should be no discussion of PCORI beyond these required statements in publications or presentations.

GPC Publication Tracker

Title Publication DateFirst Author NameJournalCitationURL Links
Real-Time Obstructive Sleep Apnea Detection from Raw ECG and SpO2 Signal Using Convolutional Neural Network05/31/24Mosa, AbuAMIA Joint Summits on Translational SciencePaul, T., Hassan, O., Islam, S. K., & Mosa, A. S. M. (2024). Real-Time Obstructive Sleep Apnea Detection from Raw ECG and SpO2 Signal Using Convolutional Neural Network. AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science, 2024, 662–669.https://pmc.ncbi.nlm.nih.gov/articles/PMC11141842/
Positive Airway Pressure, Mortality, and Cardiovascular Risk in Older Adults With Sleep Apnea09/03/24Mazzotti, DiegoJAMA Network OpenMazzotti, D. R., Waitman, L. R., Miller, J., Sundar, K. M., Stewart, N. H., Gozal, D., Song, X., & Greater Plains Collaborative (2024). Positive Airway Pressure, Mortality, and Cardiovascular Risk in Older Adults With Sleep Apnea. JAMA network open, 7(9), e2432468. https://doi.org/10.1001/jamanetworkopen.2024.32468https://pubmed.ncbi.nlm.nih.gov/39259540/
Single-cell profiling reveals a conserved role for hypoxia-inducible factor signaling during human craniotomy infection10/21/24Kielian, TammyCell Reports MedicineVan Roy, Z., Kak, G., Korshoj, L.E., Menousek, J.P., Heim, C.E., Fallet, R.W., Campbell, J.R., Geary, C.R., Liu, B, Gorantla, S., Poluektova, L.Y., Duan, B., Campbell, W.S., Thorell, W.E., Kielian, T. (2024). Single-cell profiling reveals a conserved role for hypoxia-inducible factor signaling during human craniotomy infection. Cell Reports Medicine, 18 October 2024; 5 101790. https://doi.org/10.1016/j.xcrm.2024.101790https://www.sciencedirect.com/science/article/pii/S2666379124005378?via%3Dihub
Association of Pneumatosis Intestinalis With Surgical Outcomes and Mortality: A Matched, Retrospective Cohort Study and Literature Review.06/21/24Klingbeil, KyleAnnals of surgery openKlingbeil, K. D., Zelicha, H., Chen, Y., Bell, D. S., & Livingston, E. H. (2024). Association of Pneumatosis Intestinalis With Surgical Outcomes and Mortality: A Matched, Retrospective Cohort Study and Literature Review. Annals of surgery open : perspectives of surgical history, education, and clinical approaches, 5(3), e448. https://doi.org/10.1097/AS9.0000000000000448https://pubmed.ncbi.nlm.nih.gov/39310369/
Fitness-for-use of Retrospective Multicenter Electronic Health Records to Conduct Outcome Analysis for Pediatric Ulcerative Colitis03/15/2024Wang, ZhuMedicineWang, Z., Song, X., Waitman, L. R., Hyams, J. S., & Denson, L. A. (2024). Fitness-for-use of Retrospective Multicenter Electronic Health Records to Conduct Outcome Analysis for Pediatric Ulcerative Colitis. Medicine, 103(11), e37395. https://doi.org/10.1097/MD.0000000000037395https://pmc.ncbi.nlm.nih.gov/articles/PMC10939680/
Nursing Home Workers’ Experience during the COVID-19 Pandemic5/01/2024Kunkle, RResearch in Gerontological NursingKunkle, R., Haolin, X., Thomas, L., Webb, L., O’Brien, E., Geary, C.R. (2024). Nursing Home Workers’ Experience during the COVID-19 Pandemic. Research in Gerontological Nursing, 2024;17(3):131–140. https://doi.org/10.3928/19404921-20240423-02https://journals.healio.com/doi/10.3928/19404921-20240423-02
Standardizing Multi-site Clinical Note Titles to LOINC Document Ontology: A Transformer-based Approach1/11/2024Zuo, XuAMIA Annual Symposium Proceedings ArchiveZuo X, Zhou Y, Duke J, Hripcsak G, Shah N, Banda JM, Reeves R, Miller T, Waitman LR, Natarajan K, Xu H. Standardizing Multi-site Clinical Note Titles to LOINC Document Ontology: A Transformer-based Approach. AMIA Annu Symp Proc. 2024 Jan 11;2023:834-843. PMID: 38222429; PMCID: PMC10785935.https://pubmed.ncbi.nlm.nih.gov/38222429/
Design of a pragmatic randomized implementation effectiveness trial testing a health system wide hypertension program for older adults.3/11/2024Gupta, AditiContemporary Clinical TrialsGupta A, Chouhdry H, Ellis SD, Young K, Mahnken J, Comfort B, Shanks D, McGreevy S, Rudy C, Zufer T, Mabry S, Woodward J, Wilson A, Anderson H, Loucks J, Chandaka S, Abu-El-Rub N, Mazzotti DR, Song X, Schmitz N, Conroy M, Supiano MA, Waitman LR, Burns JM. Design of a pragmatic randomized implementation effectiveness trial testing a health system wide hypertension program for older adults. Contemp Clin Trials. 2024 Mar;138:107466. doi: 10.1016/j.cct.2024.107466. Epub 2024 Feb 7. PMID: 38331381.https://pubmed.ncbi.nlm.nih.gov/38331381/
Electrocardiographic Z-axis QRS-T voltage-time-integral in patients with typical right bundle branch block - Correlation with echocardiographic right ventricular size and function11/19/23Noheria, AmitJournal of ElectrocardiologyFairbank, T., DeBauge, A., Harvey, C. J., Jiwani, S., Ranka, S., Beaver, T. A., Sheldon, S. H., Reddy, M., & Noheria, A. (2024). Electrocardiographic Z-axis QRS-T voltage-time-integral in patients with typical right bundle branch block - Correlation with echocardiographic right ventricular size and function. Journal of electrocardiology, 82, 73–79. https://doi.org/10.1016/j.jelectrocard.2023.11.004https://pubmed.ncbi.nlm.nih.gov/38043477/
Patient Polypharmacy use Following a Multi-Disciplinary Dementia Care Program in a Memory Clinic: A Retrospective Cohort Study9/25/2023Perales-Puchalt, JamieKansas Journal of MedicinePerales-Puchalt, J., Burkhardt, C., Baker, J., Cernik, C., Townley, R., Niedens, M., Burns, J. M., & Mudaranthakam, D. P. (2023). Patient Polypharmacy use Following a Multi-Disciplinary Dementia Care Program in a Memory Clinic: A Retrospective Cohort Study. Kansas journal of medicine, 16, 237–241. https://doi.org/10.17161/kjm.vol16.20976https://pubmed.ncbi.nlm.nih.gov/37791031/
Contemporary patterns of lipoprotein(a) testing and associated clinical care and outcomes6/1/2023Jacquelyn P KulinskiAmerican Journal of Preventive CardiologyKelsey MD, Mulder H, Chiswell K, Lampron ZM, Nilles E, Kulinski JP, Joshi PH, Jones WS, Chamberlain AM, Leucker TM, Hwang W, Milks MW, Paranjape A, Obeid JS, Linton MF, Kent ST, Peterson ED, O'Brien EC, Pagidipati NJ. Contemporary patterns of lipoprotein(a) testing and associated clinical care and outcomes. Am J Prev Cardiol. 2023 Mar 1;14:100478. doi: 10.1016/j.ajpc.2023.100478. PMID: 37025553; PMCID: PMC10070377.https://pubmed.ncbi.nlm.nih.gov/37025553F
Making progress against rare cancers: A case study on neuroendocrine tumors1/20/2024O’Rorke, Michael, and Chrischilles, ElizabethAmerican Cancer SocietyO'Rorke, M., Chrischilles, E., & NET-PRO Study Investigators (2024). Making progress against rare cancers: A case study on neuroendocrine tumors. Cancer, 10.1002/cncr.35184. Advance online publication. https://doi.org/10.1002/cncr.35184https://pubmed.ncbi.nlm.nih.gov/38244195/
Engaging Patients and Caregivers to Develop a Patient-Centered Agenda for Comparative Effectiveness Research focused on Treatment of Complex Knee Problems9/8/2023Royce, LisaThe Journal of Knee SurgeryRoyse, L. A., Strother, S., Trachsel, M., Mehr, D., Hoffman, K., & Cook, J. L. (2023). Engaging Patients and Caregivers to Develop a Patient-Centered Agenda for Comparative Effectiveness Research focused on Treatment of Complex Knee Problems. Journal of Knee Surgery. In press. Accepted for publication July 19, 2023View More Information
Medications and conditions associated with weight loss in patients prescribed semaglutide based on real-world data8/8/2023Powell, WillObesity (Silver Spring)Powell W, Song X, Mohamed Y, Walsh D, Parks EJ, McMahon TM, Khan M, Waitman LR. Medications and conditions associated with weight loss in patients prescribed semaglutide based on real-world data. Obesity (Silver Spring). 2023 Oct;31(10):2482-2492. doi: 10.1002/oby.23859. Epub 2023 Aug 18. PMID: 37593896; PMCID: PMC10702395.View More Information
Avenues for Strengthening PCORnet's Capacity to Advance Patient-Centered Economic Outcomes in Patient-Centered Outcomes Research (PCOR)
11/9/2023Waitman, LemuelMed CareWaitman LR, Bailey LC, Becich MJ, Chung-Bridges K, Dusetzina SB, Espino JU, Hogan WR, Kaushal R, McClay JC, Merritt JG, Rothman RL, Shenkman EA, Song X, Nauman E. Avenues for Strengthening PCORnet's Capacity to Advance Patient-Centered Economic Outcomes in Patient-Centered Outcomes Research (PCOR). Med Care. 2023 Dec 1;61(12 Suppl 2):S153-S160. doi: 10.1097/MLR.0000000000001929. Epub 2023 Nov 9. PMID: 37963035; PMCID: PMC10635342.View More Information
Comparison of the effectiveness and safety of 2 aspirin doses in secondary prevention of cardiovascular outcomes in patients with chronic kidney disease: A subgroup analysis of ADAPTABLE6/7/2023Gupta, KamalAm Heart JournalGupta K, Mehta H, Kim H, Stebbins A, Wruck LM, Muñoz D, Effron MB, Anderson RD, Pepine CJ, Jain SK, Girotra S, DeWalt DA, Whittle J, Benziger CP, Farrehi P, Zhou L, Knowlton KU, Polonsky TS, Bradley SM, Harrington RA, Rothman RL, Jones WS, Hernandez AF. Comparison of the effectiveness and safety of 2 aspirin doses in secondary prevention of cardiovascular outcomes in patients with chronic kidney disease: A subgroup analysis of ADAPTABLE. Am Heart J. 2023 Oct;264:31-39. doi: 10.1016/j.ahj.2023.06.001. Epub 2023 Jun 7. PMID: 37290700.View More Information
Aspirin Dosing for Secondary Prevention of Atherosclerotic Cardiovascular Disease in Patients Treated With P2Y12 Inhibitors10/13/2023Girotra, SaketJournal of the American Heart AssociationGirotra S, Stebbins A, Wruck L, Marquis-Gravel G, Gupta K, Farrehi P, Benziger CP, Effron MB, Whittle J, Muñoz D, Kripalani S, Anderson RD, Jain SK, Polonsky TS, Ahmad FS, Roe MT, Rothman RL, Harrington RA, Hernandez AF, Jones WS. Aspirin Dosing for Secondary Prevention of Atherosclerotic Cardiovascular Disease in Patients Treated With P2Y12 Inhibitors. J Am Heart Assoc. 2023 Oct 17;12(20):e030385. doi: 10.1161/JAHA.123.030385. Epub 2023 Oct 13. PMID: 37830344.View More Information
Mapping Clinical Documents to the Logical Observation Identifiers, Names and Codes (LOINC) Document Ontology using Electronic Health Record Systems Structured Metadata7/13/2023Khan, HuzaifaAMIA SymposiumKhan, H., Waitman, R., Mapping Clinical Documents to the Logical Observation Identifiers, Names and Codes (LOINC) Document Ontology using Electronic Health Record Systems Structured Metadata., AMIA July 2023
Towards a Machine Learning Empowered Prognostic Model for Pricing Model for Predicting Disease Progression for Amyotrophic Lateral Sclerosis7/13/2023Turbeih, HumzaAMIA SymposiumTurbeih, H., Song, X.,Towards a Machine Learning Empowered Prognostic Model for Pricing Model for Predicting Disease Progression for Amyotrophic Lateral Sclerosis. AMIA July 2023
Real-World Analysis of Antipsychotic Drugs’ Effect on Weight Gain: An EHR Application. 11/13/2023Gupta, ShraddhaAMIA SymposiumGupta S, Song X. Real-World Analysis of Antipsychotic Drugs’ Effect on Weight Gain: An EHR Application. AMIA Annu Symp Proc. 2023.
Enrichment of a Data Lake to Support Population Health Outcomes Studies Using Social Determinants Linked EHR Data6/16/2023Rana, Md Kamruz ZamanAMIA Jt Summits Transl Sci Proc.Rana MKZ, Song X, Islam H, Paul T, Alaboud K, Waitman LR, Mosa ASM. Enrichment of a Data Lake to Support Population Health Outcomes Studies Using Social Determinants Linked EHR Data. AMIA Jt Summits Transl Sci Proc. 2023 Jun 16;2023:448-457. PMID: 37350893; PMCID: PMC10283101.View More Information
Electronic Health Record Data Quality Variability
Across a Multistate Clinical Research Network
5/15/2023Yahia , MohamedClinical Translational SciencesMohamed, Y., Song, X., McMahon, T. M., Sahil, S., Zozus
, M., Wang, Z., Greater Plains Collaborative, &
Waitman, L. R. (2023). Electronic health record data
quality variability across a multistate clinical research
network. Journal of clinical and translational science,
7(1), e130. https://doi.org/10.1017/cts.2023.548
View More Information
The Utility of Nursing Notes Among Medicare Patients With Heart Failure to Predict 30-Day Rehospitalization: A Pilot Study.11/1/2022Kang, YoujeongCardiovascular NursingKang, Y., Topaz, M., Dunbar, S. B., Stehlik, J., & Hurdle, J. (2021). The Utility of Nursing Notes Among Medicare Patients With Heart Failure to Predict 30-Day Rehospitalization: A Pilot Study. The Journal of cardiovascular nursing, 10.1097/JCN.0000000000000871. Advance online publication. https://doi.org/10.1097/JCN.0000000000000871View More Information
Utility of Features in a Natural-Language-Processing-Based Clinical De-Identification Model Using Radiology Reports for Advanced NSCLC Patients10/4/2022Paul, TanmoyApplied SciencesPaul, T., Islam, H., Singh, N., Jampani, Y., Kotapati, T. V. P., Tautam, P. A., ... & Mosa, A. S. M. (2022). Utility of Features in a Natural-Language-Processing-Based Clinical De-Identification Model Using Radiology Reports for Advanced NSCLC Patients. Applied Sciences, 12(19), 9976.View More Information
Patients with Type 2 Diabetes and Elevated Fibrosis-4 are Under-referred to Hepatology and Have Unrecognized Hepatic Decompensation9/1/22Dunn, WinstonGastroenterology and HepatologyWinston Dunn, Xing Song, Devin Koestler, Kristine Grdinovac, Eyad Al-hihi,G. John Chen, Ryan Taylor, Jessica Wilson, Steven Weinman. Patients with type 2 diabetes and elevated fibrosis-4 are under-referred to hepatology and have unrecognized hepatic decompensation. Journal of Gastroenterology and Hepatology. Submitted 04/25/2022View More Information
Analysis of heparin-induced thrombocytopenia diagnostic and management strategies in individuals with inconclusive antibody optical densities8/29/2022Erich, BJHaemostasis and ThrombosisErich, B. J., Knutson, J., & Barnes, B. J. (2023). Analysis of heparin-induced thrombocytopenia diagnostic and management strategies in individuals with inconclusive antibody optical densities. Blood coagulation & fibrinolysis : an international journal in haemostasis and thrombosis, 34(5), 272-280.View More Information
Implementing a home-based virtual hypertension programme—a pilot feasibility study8/22/2022Gupta, AditiFamily PracticeGupta, A., Ellis, S. D., Burkhardt, C., Young, K., Mazzotti, D. R., Mahnken, J., Abu-El-Rub, N., Chandaka, S., Comfort, B., Shanks, D., Woodward, J., Unrein, A., Anderson, H., Loucks, J., Song, X., Waitman, L. R., & Burns, J. M. (2022). Implementing a home-based virtual hypertension programme-a pilot feasibility study. Family practice, cmac084. Advance online publication. https://doi.org/10.1093/fampra/cmac084View More Information
Temporal dynamics of clinical risk predictors for hospital-acquired acute kidney injury under different forecast time windows7/1/22Wu, LijuanJAMA Netw OpenL. Wu, Y. Hu, M. Liu, B. Yuan, X. Zhang, WQ. Chen, K. Liu. Temporal dynamics of clinical risk predictors for hospital-acquired acute kidney injury under different forecast time windows. Knowledge-Based Systems. 2022 June;245:108655.View More Information
Characterizing the temporal changes in association between modifiable risk factors and acute kidney injury with multi-view analysis7/1/2022Liu, KangInternational Journal of Medical InformaticsK. Liu, B. Yuan, X. Zhang, W. Chen, LP. Patel, Y. Hu, M. Liu. Characterizing the temporal changes in association between modifiable risk factors and acute kidney injury with multi-view analysis. Int J Med Inform. 2022 July;163:104785.View More Information
Development and Validation of a Personalized Model With Transfer Learning for Acute Kidney Injury Risk Estimation Using Electronic Health Records7/1/22Liu, KangJAMA Netw OpenK. Liu, X. Zhang, W. Chen, ASL. Yu, JA. Kellum, ME. Matheny, SQ. Simpson, Y. Hu, M. Liu. Development and Validation of a Personalized Model With Transfer Learning for Acute Kidney Injury Risk Estimation Using Electronic Health Records. JAMA Netw Open. 2022;5(7):e2219776.View More Information
Positive Airway Pressure Utilization, Major Adverse Cardiovascular Events Incidence Risk and Mortality in Medicare Beneficiaries with Obstructive Sleep Apnea5/25/2022Diego, MazzottiSleepDiego Mazzotti, Lemuel Russell Waitman, David Gozal, Xing Song, 0774 Positive Airway Pressure Utilization, Major Adverse Cardiovascular Events Incidence Risk and Mortality in Medicare Beneficiaries with Obstructive Sleep Apnea, Sleep, Volume 45, Issue Supplement_1, June 2022, Pages A336–A337, https://doi.org/10.1093/sleep/zsac079.770
View More Information
Natural Language Processing for Enterprise-scale De-identification of Protected Health Information in Clinical Notes.5/23/2022Abu-El-Rub, NAMIA SymposiumAbu-El-Rub, N., Urbain, J., Kowalski, G., Osinski, K., Spaniol, R., Liu, M., Taylor, B., & Waitman, L. R. (2022). Natural Language Processing for Enterprise-scale De-identification of Protected Health Information in Clinical Notes. AMIA ... Annual Symposium proceedings. AMIA Symposium, 2022, 92–101.View More Information
Investigation of the Utility of Features in a Clinical De-identification Model: A Demonstration Using EHR Pathology Reports for Advanced NSCLC Patients2/16/2022Paul, TanmoyFrontiers in Digital HealthPaul, T., Rana, M., Tautam, P. A., Kotapati, T., Jampani, Y., Singh, N., Islam, H., Mandhadi, V., Sharma, V., Barnes, M., Hammer, R. D., & Mosa, A. (2022). Investigation of the Utility of Features in a Clinical De-identification Model: A Demonstration Using EHR Pathology Reports for Advanced NSCLC Patients. Frontiers in digital health, 4, 728922. https://doi.org/10.3389/fdgth.2022.728922View More Information
Enhancing PCORnet Clinical Research Network data completeness by integrating multistate insurance claims with electronic health records in a cloud environment aligned with CMS security and privacy requirement11/19/2021Waitman, LemuelJournal of the American Medical Informatics AssociationWaitman, L. R., Song, X., Walpitage, D. L., Connolly, D. C., Patel, L. P., Liu, M., Schroeder, M. C., VanWormer, J. J., Mosa, A. S., Anye, E. T., & Davis, A. M. (2021). Enhancing PCORnet Clinical Research Network data completeness by integrating multistate insurance claims with electronic health records in a cloud environment aligned with CMS security and privacy requirements. Journal of the American Medical Informatics Association, ocab269. https://doi.org/10.1093/jamia/ocab269View More Information
Antibiotic Timing and Progression to Septic Shock Among Patients in the ED With Suspected Infection6/25/2021Risarya, RoshanCHESTBisarya, R., Song, X., Salle, J., Liu, M., Patel, A., & Simpson, S. Q. (2022). Antibiotic Timing and Progression to Septic Shock Among Patients in the ED With Suspected Infection. Chest, 161(1), 112–120. https://doi.org/https://doi.org/10.1016/j.chest.2021.06.029View More Information

Publications