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Prospective Real-World Performance Evaluation of a Machine Learning Algorithm to Predict 30-Day Readmissions in Patients with Heart Failure Using Electronic Medical Record Data

GroupHitachi, LtdTokyoJapan5Big Data LaboratoryHitachi America LtdSanta Clara, CAUnited StatesCorresponding Author: Neda Derakhshani snderakhshani@partners.orgJul-Dec20181709201842e118979820182982018©Sujay S Kakarmath, Neda Derakhshani, Sara B Golas, Jennifer

Sujay S Kakarmath, Neda Derakhshani, Sara B. Golas, Jennifer Felsted, Takuma Shibahara, Hideo Aoki, Mika Takata, Ken Naono, Joseph Kvedar, Kamal Jethwani, Stephen Agboola

iproc 2018;4(2):e11897

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Value and Acceptability of a Novel Machine Learning Technology for Heart Failure Readmission Reduction: Qualitative Analysis of Clinical Roles and Workflows

States2Massachusetts General HospitalBoston, MAUnited States3Harvard Medical SchoolBoston, MAUnited StatesCorresponding Author: Sunetra Bane sunetrabane@gmail.comJul-Dec20181709201842e118959820182982018©Simone Orlowski, Sunetra Bane, Jaclyn Hirschey, Sujay Kakarmath, Jennifer

Simone Orlowski, Sunetra Bane, Jaclyn Hirschey, Sujay Kakarmath, Jennifer Felsted, Julie Brown, Stephen Agboola, Kamal Jethwani

iproc 2018;4(2):e11895

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Provider and Patient-Related Barriers to and Facilitators of Digital Health Adoption for Hypertension Management: Review

SchoolBoston, MAUnited States3American Medical AssociationChicago, MAUnited StatesCorresponding Author: Ramya Palacholla RPALACHOLLA@MGH.HARVARD.EDUJul-Dec20181709201842e119049820182982018©Ramya Palacholla, Nils Fischer, Amanda Coleman, Stephen Agboola, Jennifer

Ramya Palacholla, Nils Fischer, Amanda Coleman, Stephen Agboola, Jennifer Felsted, Kate Kirley, Chelsea Katz, Stacy Lloyd, Kamal Jethwani

iproc 2018;4(2):e11904

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Maximizing Potentially Avoidable Hospitalizations and Cost Savings Beyond Targeting the Most Costly Patients

Partners HealthcareBoston, MAUnited States3Philips LifelineFramingham, MAUnited StatesCorresponding Author: Mariana Simons mariana.simons@philips.comJul-Dec20181709201842e1173130720182982018©Mariana Simons, Sara Golas, Stephen Agboola, Jorn op den Buijs, Jennifer

Mariana Simons, Sara Golas, Stephen Agboola, Jorn op den Buijs, Jennifer Felsted, Nils Fischer, Allison Orenstein

iproc 2018;4(2):e11731

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Standardizing Postpartum Discharge Instructions With an Educational Video: A Quality Improvement Project

Ste 345Lansing, MI, 48912United States269 870 5969jenhoffman73@gmail.comBurkeLoriMD1KayCherylBSN, RN1HlavatyRachelBA1Thompson-WoodJenniferAPRN-BC, MSN1O'DellDanyelleMD11Sparrow HospitalObstetrics and GynecologyLansing, MIUnited StatesCorresponding Author: Jennifer

Jennifer Hoffman, Lori Burke, Cheryl Kay, Rachel Hlavaty, Jennifer Thompson-Wood, Danyelle O'Dell

iproc 2019;5(1):e15245

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Validating a Machine Learning Algorithm to Predict 30-Day Re-Admissions in Patients With Heart Failure: Protocol for a Prospective Cohort Study

Sujay Kakarmath, Sara Golas, Jennifer Felsted, Joseph Kvedar, Kamal Jethwani, Stephen Agboola

JMIR Res Protoc 2018;7(9):e176

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Integration and Adoption Analysis of Digital Health Monitoring Devices: Reflections of a Pilot Project

Mount SinaiNew York, NYUnited StatesCorresponding Author: Christopher Park chris.park@icahn.mssm.eduJul-Dec20181709201842e118102820182982018©Christopher Park, Emmamuzo Otobo, Jason Rogers, Farah Fasihuddin, Shashank Garg, Sarthak Kakkar, Sean Pinney, Jennifer

Christopher Park, Emmamuzo Otobo, Jason Rogers, Farah Fasihuddin, Shashank Garg, Sarthak Kakkar, Sean Pinney, Jennifer Ullman, Chloe Yang, Zahin Roja, Kritika Singh, Vinod Kumar, Divya Madisetty, Ashish Atreja

iproc 2018;4(2):e11810

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Healthcare Cost Analysis of Older Patients Using a Personal Emergency Response Service Uncovers Costs Savings Opportunity

Mariana Simons, Sara Golas, Stephen Agboola, Jorn op den Buijs, Nils Fischer, Jennifer Felsted, Linda Schertzer

iproc 2017;3(1):e26

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Exploring the Effects of Technology-Enabled Mindfulness and Meditation on Stress Management

Nils Fischer, Stephen Agboola, Jennifer Felsted, Sujay Kakarmath, Sara Bersche Golas, Joseph Kvedar, Kamal Jethwani

iproc 2017;3(1):e23

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Participation in a Virtual Diabetes Clinic Improves Glycemic Control in Adults with Type 2 Diabetes

SciencesSouth San Francisco, CAUnited States3School of MedicineUniversity of California San DiegoLa Jolla, CAUnited StatesCorresponding Author: Ronald Dixon ron@onduo.cxomJan-Dec2019210201951e1525827620191382019©Ronald Dixon, Howard Zisser, Nathan Barleen, Jennifer

Ronald Dixon, Howard Zisser, Nathan Barleen, Jennifer Layne, Daniel Moloney, Amit Majithia, Josh Riff

iproc 2019;5(1):e15258

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