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Detection of Bleeding Events in Electronic Health Record Notes Using Convolutional Neural Network Models Enhanced With Recurrent Neural Network Autoencoders: Deep Learning Approach

Rumeng Li, Baotian Hu, Feifan Liu, Weisong Liu, Francesca Cunningham, David D McManus, Hong Yu

JMIR Med Inform 2019;7(1):e10788

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Learning Latent Space Representations to Predict Patient Outcomes: Model Development and Validation

Subendhu Rongali, Adam J Rose, David D McManus, Adarsha S Bajracharya, Alok Kapoor, Edgard Granillo, Hong Yu

J Med Internet Res 2020;22(3):e16374

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Bioimpedance-Based Heart Failure Deterioration Prediction Using a Prototype Fluid Accumulation Vest-Mobile Phone Dyad: An Observational Study

Chad Eric Darling, Silviu Dovancescu, Jane S Saczynski, Jarno Riistama, Fatima Sert Kuniyoshi, Joseph Rock, Theo E Meyer, David D McManus

JMIR Cardio 2017;1(1):e1

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Detecting Heart Failure Decompensation by Measuring Transthoracic Bioimpedance in the Outpatient Setting: Rationale and Design of the SENTINEL-HF Study

Silviu Dovancescu, Jane S. Saczynski, Chad E. Darling, Jarno Riistama, Fatima Sert Kuniyoshi, Theo Meyer, Robert Goldberg, David D. McManus

JMIR Res Protoc 2015;4(4):e121

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Development and Validation of an Automated Algorithm to Detect Atrial Fibrillation Within Stored Intensive Care Unit Continuous Electrocardiographic Data: Observational Study

Allan J Walkey, Syed K Bashar, Md Billal Hossain, Eric Ding, Daniella Albuquerque, Michael Winter, Ki H Chon, David D McManus

JMIR Cardio 2021;5(1):e18840

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Usability, Perceived Usefulness, and Shared Decision-Making Features of the AFib 2gether Mobile App: Protocol for a Single-Arm Intervention Study

Alok Kapoor, Andreza Andrade, Anna Hayes, Kathleen Mazor, Carl Possidente, Kim Nolen, Rozelle Hegeman-Dingle, David McManus

JMIR Res Protoc 2021;10(2):e21986

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Design and Preliminary Findings From a New Electronic Cohort Embedded in the Framingham Heart Study

David D McManus, Ludovic Trinquart, Emelia J Benjamin, Emily S Manders, Kelsey Fusco, Lindsey S Jung, Nicole L Spartano, Vik Kheterpal, Christopher Nowak, Mayank Sardana, Joanne M Murabito

J Med Internet Res 2019;21(3):e12143

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Characteristics Associated With Facebook Use and Interest in Digital Disease Support Among Older Adults With Atrial Fibrillation: Cross-Sectional Analysis of Baseline Data From the Systematic Assessment of Geriatric Elements in Atrial Fibrillation (SAGE-AF) Cohort

Molly E Waring, Mellanie T Hills, Darleen M Lessard, Jane S Saczynski, Brooke A Libby, Marta M Holovatska, Alok Kapoor, Catarina I Kiefe, David D McManus

JMIR Cardio 2019;3(2):e15320

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Clinicians' Expectations of Web 2.0 as a Mechanism for Knowledge Transfer of Stroke Best Practices

Isabelle David, Lise Poissant, Annie Rochette

J Med Internet Res 2012;14(5):e121

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Accuracy and Usability of a Novel Algorithm for Detection of Irregular Pulse Using a Smartwatch Among Older Adults: Observational Study

Eric Y Ding, Dong Han, Cody Whitcomb, Syed Khairul Bashar, Oluwaseun Adaramola, Apurv Soni, Jane Saczynski, Timothy P Fitzgibbons, Majaz Moonis, Steven A Lubitz, Darleen Lessard, Mellanie True Hills, Bruce Barton, Ki Chon, David D McManus

JMIR Cardio 2019;3(1):e13850

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