Shah NH, Milstein A, Bagley, PhD SC. Making Machine Learning Models Clinically Useful. JAMA. Published online August 08, 2019. doi:10.1001/jama.2019.10306 Read Article
Jacobsen, P. B., Prasad, R., Villani, J., Lee, C.-M., Rochlin, D., Scheuter, C., . . . Wilson, D. K. (2019). The role of economic analyses in promoting adoption of behavioral and psychosocial interventions in clinical settings. Health Psychology, 38(8), 680-688. Read Article
Kevin A. Schulman, Arnold Milstein, Barak D. Richman. Resolving Surprise Medical Bills. Health Affairs Blog. July 10, 2019. Read Article
Wood S, Schulman K. The Doctor-of-the-Future Is In: Patient Responses to Disruptive Health-Care Innovations. Journal of the Association for Consumer Reports. May 23, 2019. Read Article
Scheuter C, Rochlin D, Lee CM, Milstein A, and Kaplan R. Cost impact of sobering centers on national health care spending in the United States. Translational Behavioral Medicine. May 22, 2019 Read Article
Kaplan R, Milstein A. Contributions of Health Care to Longevity: A Review of 4 Estimation Methods. Annals of Family Medicine. May 2019. Read Article
Nelly-Ange T. Kontchou, Andrew W. McCrary, and Kevin A. Schulman. Workforce Cost Model for Expanding Congenital and Rheumatic Heart Disease Services in Kenya. World Journal for Pediatric and Congenital Heart Surgery. May 13, 2019.
Lee CM, Scheuter C, Rochlin D, Platchek T, and Kaplan R. A Budget Impact Analysis of the Collaborative Care Model for Treating Opioid Use Disorder in Primary Care. Journal of General Internal Medicine. April 22, 2019.
Downing NL, Rolnick J, Poole SF, et al Electronic health record-based clinical decision support alert for severe sepsis: a randomised evaluation BMJ Qual Saf Published Online First: 14 March 2019. doi: 10.1136/bmjqs-2018-008765
Ming Tai-Seale, N. Lance Downing, Veena Goel Jones, Richard V. Milani, Beiqun Zhao, Brian Clay, Christopher Demuth Sharp, Albert Solomon Chan, and Christopher A. Longhurst, Technology-Enabled Consumer Engagement: Promising Practices At Four Health Care Delivery Organizations; Health Affairs 2019 38:3, 383-390 (March 4, 2019)
Danielle H. Rochlin, Chuan-Mei Lee, Claudia Scheuter, Arnold Milstein, Robert M. Kaplan, “Economic Benefit of “Modern” Nonemergency Medical Transportation That Utilizes Digital Transportation Networks”, American Journal of Public Health 109, no. 3 (March 1, 2019): pp. 472-474. DOI: 10.2105/AJPH.2018.304857
Yeung S., Rinaldo F., Jopling J., Liu B., Mehra R., Downing L., Guo M., Bianconi G., Alahi A., Campbell B., Deru K., Beninati W., Fei-Fei L., Milstein A. A computer vision system for deep learning-based detection of patient mobilization activities in the ICU. Nature Internation Journal of Science: Digital Medicine. March 1, 2019. Read Article
Shah NR. Health Care in 2030: Will Artificial Intelligence Replace Physicians?. Ann Intern Med. [February 26, 2019 -Epub ahead of print ] Read Article
Ndichu E., Ohiri K., Sekoni O., Makinde O., Schulman K. Evaluating the Quality of Antihypertensive Drugs in Lagos State, Nigeria. PlosOne, February 13, 2019.
Platchek T., Bott N., Salipur F., Leva N., Purvis C., Rao A., Stewart C. Applications of Health Information Technology that Lower Healthcare Costs and Improve Quality, Value-Based Payment and Pay for Performance Summit Preconference, February 25, 2019, Los Angeles, CA
Platchek T., Bott N., Salipur F., Leva N., Purvis C., Rao A., Stewart C. Case Study from the Stanford Clinical Excellence Research Center: Applications of Health Information Technology for Care Delivery Innovation, Value-Based Payment and Pay for Performance Summit, February 25, 2019, Los Angeles, CA.
Jaimie L Gradus, Erzsébet Horváth-Puhó, Timothy L Lash, Vera Ehrenstein, Suzanne Tamang, Nancy E Adler, Arnold Milstein, M Maria Glymour, Victor W Henderson, Henrik T Sørensen; Stress Disorders and Dementia in the Danish Population, American Journal of Epidemiology, kwy269, https://doi.org/10.1093/aje/kwy269
Rodriguez F., Scheinker D., Harrington R. Promise and Perils of Big Data and Artificial Intelligence in Clinical Medicine and Biomedical Research. Circulation Research, December 6, 2018. doi:10.1161/CIRCRESAHA.118.314119.
Kevin A. Schulman, Matan Dabora, The relationship between pharmacy benefit managers (PBMs) and the cost of therapies in the US pharmaceutical market: A policy primer for clinicians, American Heart Journal, Volume 206, 2018, Pages 113-122, doi/10.1016/j.ahj.2018.08.006.
Patel, M., Moore, D., Bhattacharya, J. Milstein, A., Coker, T. Perspectives of Health Care Payer Organizations on Cancer Care Delivery Redesign: A National Study. Journal of oncology practice. 2018. doi:10.1200/JOP.18.00331
Lindsay A., Hibbard J., Boothroyd D., Glaseroff A., Asch S. Patient Activation Changes as a Potential Signal for Changes in Health Care Costs: Cohort Study of US High-Cost Patients. Journal of General Internal Medicine. 2018. doi: 10.1007/s11606-018-4657-6
Bott N., Scheckter C., Yang D., Peters S., Bradu B., Borson S., Kaplan R., Platchek T., Milstein A. Systems Delivery Innovation for Alzheimer's Disease. American Journal of Geriatric Psychiatry. Sept. 2018. doi: 10.1016/j.jagp.2018.09.015
Cohen E, Horváth-Puhó E, Ray JG, et al. Cardiovascular Disease Among Women Who Gave Birth to an Infant With a Major Congenital Anomaly. JAMA Network Open. 2018;1(5):e182320. doi:10.1001/jamanetworkopen.2018.2320
Plowman, R.S., Peters-Strickland, T. and Savage, G.M., Digital medicines: Clinical review on the safety of tablets with sensors. Taylor and Francis Online 2018 August 13. DOI:10.1080/14740338.2018.1508447
Patel MI, Sundaram V, Desai M, et al. Effect of a Lay Health Worker Intervention on Goals-of-Care Documentation and on Health Care Use, Costs, and Satisfaction Among Patients With Cancer A Randomized Clinical Trial. JAMA Oncol. Published online July 26, 2018. doi:10.1001/jamaoncol.2018.2446
Patel, Manali I., Vyjeyanthi S. Periyakoil, Douglas W. Blayney, David Moore, Andrea Nevedal, Steven Asch, Arnold Milstein, and Tumaini R. Coker. Redesigning Cancer Care Delivery: Views from Patients and Caregivers. Journal of Oncology Practice. 2018 July. DOI:10.1200/JOP.2016.017327. Epub 2017 April
Patel, M. I., Periyakoil, V. S., Moore, D., Nevedal, A., & Coker, T. R. (2018). Delivering End-of-Life Cancer Care: Perspectives of Providers. Am J Hosp Palliat Care. 2018 Mar;35(3):497-504. DOI: 10.1177/1049909117719879. Epub 2017 Jul 10
Serena Yeung, N. Lance Downing, Li Fei-Fei, and Arnold Milstein. Bedside Computer Vision — Moving Artificial Intelligence from Driver Assistance to Patient Safety. The New England Journal of Medicine, 2018 April. DOI: 10.1056/NEJMp1716891
Clifford C. Sheckter, Nicholas T. Bott, Arnold Milstein and Bruce Leff. Individualized Acute Medical Care for Cognitively Impaired Individuals: A Call Always to Pause Before Hospitalization. Journal of the American Geriatrics Society, 2018 Feb. DOI: 10.1111/jgs.15105
Shirk, J. D., Crespi, C. M., Saucedo, J. D., Lambrechts, S., Dahan, E., Kaplan, R.M., & Saigal, C. Does Patient Preference Measurement in Decision Aids Improve Decisional Conflict? A Randomized Trial in Men with Prostate Cancer. The Patient-Patient-Centered Outcomes Research, 2017 Dec; 0(6):785-798. DOI: 10.1007/s40271-017-0255-7
Sheckter CC, Bott NT, Milstein A, Leff B. Individualized Acute Medical Care for Cognitively Impaired Individuals: A Call Always to Pause Before Hospitalization. Journal of the American Geriatrics Society, 2017, DOI: 10.1111/jgs.15105, J Am Geriatr Soc. 2017 Sep 27
Kaplan RM. Dynamic Association between Completion of Post-secondary Education and Female Life Expectancy in Developed Counties. Journal of Health Science & Education, 2017 July;1(1): 103. DOI: 10.0000/JHSE.1000103
Kaplan, RM, Fang, Z, & Kirby, J (2017) Educational Attainment and Health Outcomes: Data from the Medical Expenditures Panel Survey. Health Psychology, 2017 Jun; 36 (6), 598-608. DOI: 10.1037/hea0000431
Kaplan, RM, Howard, VJ, Manly, JJ, & Howard, G (2017) Comparison of Simple Efficient Clinical and Self-Reported Predictors of Mortality in a National United States Cohort. Journal of Epidemiological Research, 2017; 3 (2), 23-30. DOI: 10.5430/jer.v3n2p23
Bott NT, Sheckter CC, Milstein AS. Dementia Care, Women's Health, and Gender Equity: The Value of Well-Timed Caregiver Support. JAMA Neurol. Published online May 08, 2017. doi:10.1001/jamaneurol.2017.0403
Chiou H, Jopling JK, Scott JY, et al. Detecting organisational innovations leading to improved ICU outcomes: a protocol for a double-blinded national positive deviance study of critical care delivery. BMJ Open 2017;7:e015930. doi: 10.1136/bmjopen-2017-015930
Milstein A, Downing L, Atman M, Cannon K, Salipur F. Case Studies in Health Care Delivery Innovations from the Stanford Clinical Excellence Research Center, Value-Based Payment and Pay for Performance Summit, March 2017, San Francisco, CA
Bianconi G M, Mehra R, Yeung S, Salipur F, Jopling J, Downing L, Haque A, Alahi A, Campbell B, Deru K, Beninati W, Milstein A and Li F. Vision-Based Prediction of ICU Mobility Care Activities using Recurrent Neural Networks, ML4H: Machine Learning for Health, NIPS 2017 Workshop December 2017, Long Beach, CA
Jin A, Yeung S, Jopling J, Krause J, Azagury D, Milstein A, and Li F; Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks; ML4H: Machine Learning for Health, NIPS 2017 Workshop (Spotlight Presentation), December 2017, Long Beach, CA
Platchek T, Brady B, Berwick D, Altman M, Cannon K, Lee CM, Rochlin D, Salipur F, Scheuter C. Designing Innovative Care Models to Drive Down Cost and Improve Outcomes. Learning Lab Session, IHI National Forum on Quality Improvement in Health Care; November 11, 2017; Orlando, FL.
Boccaccio D, Milstein A, Platchek T. Emerging Themes in a Value-Based Healthcare Design Education Program. Oral Presentation, Stanford Innovations in Medical Education Conference; May 13, 2017; Stanford, CA
Yang D, Sheckter C, Boccaccio D, Milstein A, Platchek T. Training Leaders in Value-Based Care: Designing Innovative Models to Lower Healthcare Costs. Poster presentation, The Society of Hospital Medicine Conference; May 2, 2017; Las Vegas, NV