1. A framework for the oversight and local deployment of safe and high-quality prediction models. (31st May 2022) Authors: Bedoya, Armando D; Economou-Zavlanos, Nicoleta J; Goldstein, Benjamin A; Young, Allison; Jelovsek, J Eric; O'Brien, Cara; Parrish, Amanda B; Elengold, Scott; Lytle, Kay; Balu, Suresh; Huang, Erich; Poon, Eric G; Pencina, Michael J Journal: Journal of the American Medical Informatics Association Issue: Volume 29:Number 9(2022) Page Start: 1631 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. An outcome model approach to transporting a randomized controlled trial results to a target population. (14th March 2019) Authors: Goldstein, Benjamin A; Phelan, Matthew; Pagidipati, Neha J; Holman, Rury R; Pencina, Michael J; Stuart, Elizabeth A Journal: Journal of the American Medical Informatics Association Issue: Volume 26:Number 5(2019) Page Start: 429 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Assessing electronic health record phenotypes against gold-standard diagnostic criteria for diabetes mellitus. (11th September 2016) Authors: Spratt, Susan E; Pereira, Katherine; Granger, Bradi B; Batch, Bryan C; Phelan, Matthew; Pencina, Michael; Miranda, Marie Lynn; Boulware, Ebony; Lucas, Joseph E; Nelson, Charlotte L; Neely, Benjamin; Goldstein, Benjamin A; Barth, Pamela; Richesson, Rachel L; Riley, Isaretta L; Corsino, Leonor; McP... Journal: Journal of the American Medical Informatics Association Issue: Volume 24:Number e1(2017:Apr.) Page Start: e121 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Contribution of health status and prevalent chronic disease to individual risk for workplace injury in the manufacturing environment. Issue 3 (16th October 2013) Authors: Kubo, Jessica; Goldstein, Benjamin A; Cantley, Linda F; Tessier-Sherman, Baylah; Galusha, Deron; Slade, Martin D; Chu, Isabella M; Cullen, Mark R Journal: Occupational and environmental medicine Issue: Volume 71:Issue 3(2014) Page Start: 159 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Designing risk prediction models for ambulatory no-shows across different specialties and clinics. (9th February 2018) Authors: Ding, Xiruo; Gellad, Ziad F; Mather, Chad; Barth, Pamela; Poon, Eric G; Newman, Mark; Goldstein, Benjamin A Journal: Journal of the American Medical Informatics Association Issue: Volume 25:Number 8(2018) Page Start: 924 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Five analytic challenges in working with electronic health records data to support clinical trials with some solutions. (August 2020) Authors: Goldstein, Benjamin A Journal: Clinical trials Issue: Volume 17:Number 4(2020) Page Start: 370 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. How and when informative visit processes can bias inference when using electronic health records data for clinical research. (25th September 2019) Authors: Goldstein, Benjamin A; Phelan, Matthew; Pagidipati, Neha J; Peskoe, Sarah B Journal: Journal of the American Medical Informatics Association Issue: Volume 26:Number 12(2019) Page Start: 1609 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Identified themes of interactive visualizations overlayed onto EHR data: an example of improving birth center operating room efficiency. (17th March 2020) Authors: Stirling, Andrew; Tubb, Tracy; Reiff, Emily S; Grotegut, Chad A; Gagnon, Jennifer; Li, Weiyi; Bradley, Gail; Poon, Eric G; Goldstein, Benjamin A Journal: Journal of the American Medical Informatics Association Issue: Volume 27:Number 5(2020) Page Start: 783 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Observability and its impact on differential bias for clinical prediction models. (25th February 2022) Authors: Yan, Mengying; Pencina, Michael J; Boulware, L Ebony; Goldstein, Benjamin A Journal: Journal of the American Medical Informatics Association Issue: Volume 29:Number 5(2022) Page Start: 937 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review. (17th May 2016) Authors: Goldstein, Benjamin A; Navar, Ann Marie; Pencina, Michael J; Ioannidis, John P A Journal: Journal of the American Medical Informatics Association Issue: Volume 24:Number 1(2017:Jan.) Page Start: 198 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗