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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

StatesCorresponding Author: Neda Derakhshani snderakhshani@partners.orgJul-Dec20181709201842e118979820182982018©Sujay S Kakarmath, Neda Derakhshani, Sara B Golas, Jennifer Felsted, Takuma Shibahara, Hideo Aoki, Mika Takata, Ken Naono, Joseph Kvedar, Kamal Jethwani, Stephen

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

States2Harvard Medical SchoolBoston, MAUnited States3American Medical AssociationChicago, MAUnited StatesCorresponding Author: Ramya Palacholla RPALACHOLLA@MGH.HARVARD.EDUJul-Dec20181709201842e119049820182982018©Ramya Palacholla, Nils Fischer, Amanda Coleman, Stephen

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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Participant Engagement with a Hyper-Personalized Activity Tracking Smartphone App

States2Harvard Medical SchoolBoston, MAUnited States3Massachusetts General HospitalBoston, MAUnited StatesCorresponding Author: Amanda Centi acenti@partners.orgJul-Dec20181709201842e118768820182982018©Amanda Centi, Ramya Palacholla, Sara Golas, Odeta Dyrmishi, Stephen

Amanda Centi, Ramya Palacholla, Sara Golas, Odeta Dyrmishi, Stephen Agboola, Kamal Jethwani, Joseph Kvedar

iproc 2018;4(2):e11876

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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

MAUnited States3Harvard Medical SchoolBoston, MAUnited StatesCorresponding Author: Sunetra Bane sunetrabane@gmail.comJul-Dec20181709201842e118959820182982018©Simone Orlowski, Sunetra Bane, Jaclyn Hirschey, Sujay Kakarmath, Jennifer Felsted, Julie Brown, Stephen

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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Use of Featforward Mobile Phone App Associated with Decreased Cardiometabolic Risk Factors in Patients with Chronic Conditions

States2Massachusetts General HospitalBoston, MAUnited States3Harvard Medical SchoolBoston, MAUnited StatesCorresponding Author: Sara B Golas sgolas@partners.orgJul-Dec20181709201842e118829820182982018©Sara B Golas, Ramya Palacholla, Amanda Centi, Odeta Dyrmishi, Stephen

Sara B Golas, Ramya Palacholla, Amanda Centi, Odeta Dyrmishi, Stephen Agboola, Joseph Kvedar, Kamal Jethwani

iproc 2018;4(2):e11882

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A Two-Arm Randomized Pilot Study to Evaluate the Impact of a Mobile Health App on Quality of Life in Patients on Oral Anti-Cancer Medications

partners.org2AgboolaStephen12PalachollaRamya12AtifMursal1KvedarJoseph12JethwaniKamal121Partners HealthcarePartners Connected HealthBoston, MAUnited States2Harvard Medical SchoolBoston, MAUnited StatesCorresponding Author: Nils Fischer nfischer@partners.orgJul-Dec20181709201842e118306820182982018©Nils Fischer, Stephen

Nils Fischer, Stephen Agboola, Ramya Palacholla, Mursal Atif, Joseph Kvedar, Kamal Jethwani

iproc 2018;4(2):e11830

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

ResearchEindhovenNetherlands2Connected Health Innovation, Partners HealthcareBoston, MAUnited States3Philips LifelineFramingham, MAUnited StatesCorresponding Author: Mariana Simons mariana.simons@philips.comJul-Dec20181709201842e1173130720182982018©Mariana Simons, Sara Golas, Stephen

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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Pilot Study Evaluating the Usability and Acceptability of a Mobile App for Overactive Bladder Disease Management

States3Massachusetts General HospitalBoston, MAUnited StatesCorresponding Author: Connor Devoe cdevoe@partners.orgJul-Dec20181709201842e118818820182982018©Connor Devoe, Sunetra Bane, Jaclyn Hirschey, Ramya Palacholla, Amanda Centi, Sharon Odametey, Stephen

Connor Devoe, Sunetra Bane, Jaclyn Hirschey, Ramya Palacholla, Amanda Centi, Sharon Odametey, Stephen Agboola, Kamal Jethwani, Joseph Kvedar

iproc 2018;4(2):e11881

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Heart Failure Remote Monitoring: Evidence From the Retrospective Evaluation of a Real-World Remote Monitoring Program

Stephen Agboola, Kamal Jethwani, Kholoud Khateeb, Stephanie Moore, Joseph Kvedar

J Med Internet Res 2015;17(4):e101

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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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