Bienzeisler J, Kombeiz A, Ehrentreich S, Otto R, Schirrmeister W, Pegoraro M
NPJ Digit Med. 2025; 8(1):94.
PMID: 39934366
PMC: 11814142.
DOI: 10.1038/s41746-025-01481-w.
Anand P, Zhang Y, Merola D, Jin Y, Wang S, Lii J
Clin Pharmacol Ther. 2023; 114(5):1116-1125.
PMID: 37597260
PMC: 10919452.
DOI: 10.1002/cpt.3027.
Aneja S, Avesta A, Xu H, Machado L
Yearb Med Inform. 2023; 32(1):104-110.
PMID: 37414028
PMC: 10751108.
DOI: 10.1055/s-0043-1768721.
Clark C, Adler R, Xiang L, Shah S, Cooper Z, Kim D
Am J Surg. 2023; 226(1):108-114.
PMID: 37031040
PMC: 10330079.
DOI: 10.1016/j.amjsurg.2023.03.012.
Jin Y, Weberpals J, Wang S, Desai R, Merola D, Lin K
Clin Pharmacol Ther. 2023; 113(6):1359-1367.
PMID: 37026443
PMC: 10924806.
DOI: 10.1002/cpt.2901.
The SHOnet learning health system: Infrastructure for continuous learning in pediatric rehabilitation.
Koscielniak N, Jenkins D, Hassani S, Buckon C, Tucker J, Sienko S
Learn Health Syst. 2022; 6(3):e10305.
PMID: 35860324
PMC: 9284925.
DOI: 10.1002/lrh2.10305.
New Data Resources, Linkages, and Infrastructure for Cancer Health Economics Research: Main Topics From a Panel Discussion.
Dusetzina PhD S, Enewold Mph PhD L, Gentile PhD D, Ramsey Md PhD S, Halpern M
J Natl Cancer Inst Monogr. 2022; 2022(59):68-73.
PMID: 35788378
PMC: 9255924.
DOI: 10.1093/jncimonographs/lgac016.
Impact of longitudinal data-completeness of electronic health record data on risk score misclassification.
Jin Y, Schneeweiss S, Merola D, Lin K
J Am Med Inform Assoc. 2022; 29(7):1225-1232.
PMID: 35357470
PMC: 9196679.
DOI: 10.1093/jamia/ocac043.
Data Integration Challenges for Machine Learning in Precision Medicine.
Martinez-Garcia M, Hernandez-Lemus E
Front Med (Lausanne). 2022; 8:784455.
PMID: 35145977
PMC: 8821900.
DOI: 10.3389/fmed.2021.784455.
Development of a standards-based phenotype model for gross motor function to support learning health systems in pediatric rehabilitation.
Koscielniak N, Piatt G, Friedman C, Vinson A, Richesson R, Tucker C
Learn Health Syst. 2022; 6(1):e10266.
PMID: 35036550
PMC: 8753308.
DOI: 10.1002/lrh2.10266.
Longitudinal Data Discontinuity in Electronic Health Records and Consequences for Medication Effectiveness Studies.
Lin K, Jin Y, Gagne J, Glynn R, Murphy S, Tong A
Clin Pharmacol Ther. 2021; 111(1):243-251.
PMID: 34424534
PMC: 8678205.
DOI: 10.1002/cpt.2400.
Variation in Colorectal Cancer Stage and Mortality across Large Community-Based Populations: PORTAL Colorectal Cancer Cohort.
Schneider J, Feigelson H, Quinn V, McMullen C, Pawloski P, Powers J
Perm J. 2020; 24.
PMID: 33183496
PMC: 7417079.
DOI: 10.7812/TPP/19.182.
Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data.
Bian J, Lyu T, Loiacono A, Viramontes T, Lipori G, Guo Y
J Am Med Inform Assoc. 2020; 27(12):1999-2010.
PMID: 33166397
PMC: 7727392.
DOI: 10.1093/jamia/ocaa245.
Impacts of the Affordable Care Act on Receipt of Women's Preventive Services in Community Health Centers in Medicaid Expansion and Nonexpansion States.
Hatch B, Hoopes M, Darney B, Marino M, Templeton A, Schmidt T
Womens Health Issues. 2020; 31(1):9-16.
PMID: 33023807
PMC: 9206529.
DOI: 10.1016/j.whi.2020.08.011.
Using UMLS for electronic health data standardization and database design.
Reimer A, Milinovich A
J Am Med Inform Assoc. 2020; 27(10):1520-1528.
PMID: 32940707
PMC: 7647352.
DOI: 10.1093/jamia/ocaa176.
Evaluation of Medicaid Expansion Under the Affordable Care Act and Contraceptive Care in US Community Health Centers.
Darney B, Jacob R, Hoopes M, Rodriguez M, Hatch B, Marino M
JAMA Netw Open. 2020; 3(6):e206874.
PMID: 32496568
PMC: 7273194.
DOI: 10.1001/jamanetworkopen.2020.6874.
External Validation of an Algorithm to Identify Patients with High Data-Completeness in Electronic Health Records for Comparative Effectiveness Research.
Lin K, Rosenthal G, Murphy S, Mandl K, Jin Y, Glynn R
Clin Epidemiol. 2020; 12:133-141.
PMID: 32099479
PMC: 7007793.
DOI: 10.2147/CLEP.S232540.
Implementing a hash-based privacy-preserving record linkage tool in the OneFlorida clinical research network.
Bian J, Loiacono A, Sura A, Viramontes T, Lipori G, Guo Y
JAMIA Open. 2020; 2(4):562-569.
PMID: 32025654
PMC: 6994009.
DOI: 10.1093/jamiaopen/ooz050.
Financial burden and quality of life among early-onset colorectal cancer survivors: A qualitative analysis.
Blum-Barnett E, Madrid S, Burnett-Hartman A, Mueller S, McMullen C, Dwyer A
Health Expect. 2019; 22(5):1050-1057.
PMID: 31273909
PMC: 6803402.
DOI: 10.1111/hex.12919.
The importance of health insurance claims data in creating learning health systems: evaluating care for high-need high-cost patients using the National Patient-Centered Clinical Research Network (PCORNet).
Smith M, Vaughan-Sarrazin M, Yu M, Wang X, Nordby P, Vogeli C
J Am Med Inform Assoc. 2019; 26(11):1305-1313.
PMID: 31233126
PMC: 7647219.
DOI: 10.1093/jamia/ocz097.
