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Integrating Ambient In-Home Sensor Data and Electronic Health Record Data for the Prediction of Outcomes in Amyotrophic Lateral Sclerosis: Protocol for an Exploratory Feasibility Study

William E Janes, Noah Marchal, Xing Song, Mihail Popescu, Abu Saleh Mohammad Mosa, Juliana H Earwood, Vovanti Jones, Marjorie Skubic

JMIR Res Protoc 2025;14:e60437

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Trends and Gaps in Digital Precision Hypertension Management: Scoping Review

Namuun Clifford, Rachel Tunis, Adetimilehin Ariyo, Haoxiang Yu, Hyekyun Rhee, Kavita Radhakrishnan

J Med Internet Res 2025;27:e59841

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A Perspective on Crowdsourcing and Human-in-the-Loop Workflows in Precision Health

Peter Washington

J Med Internet Res 2024;26:e51138

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Personalized AI-Driven Real-Time Models to Predict Stress-Induced Blood Pressure Spikes Using Wearable Devices: Proposal for a Prospective Cohort Study

Ali Kargarandehkordi, Christopher Slade, Peter Washington

JMIR Res Protoc 2024;13:e55615

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Understanding Heterogeneity in Individual Responses to Digital Lifestyle Intervention Through Self-Monitoring Adherence Trajectories in Adults With Overweight or Obesity: Secondary Analysis of a 6-Month Randomized Controlled Trial

Shiyu Li, Yan Du, Hongyu Miao, Kumar Sharma, Chengdong Li, Zenong Yin, Bradley Brimhall, Jing Wang

J Med Internet Res 2024;26:e53294

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Digitally Diagnosing Multiple Developmental Delays Using Crowdsourcing Fused With Machine Learning: Protocol for a Human-in-the-Loop Machine Learning Study

Aditi Jaiswal, Ruben Kruiper, Abdur Rasool, Aayush Nandkeolyar, Dennis P Wall, Peter Washington

JMIR Res Protoc 2024;13:e52205

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Personalized Deep Learning for Substance Use in Hawaii: Protocol for a Passive Sensing and Ecological Momentary Assessment Study

Yinan Sun, Ali Kargarandehkordi, Christopher Slade, Aditi Jaiswal, Gerald Busch, Anthony Guerrero, Kristina T Phillips, Peter Washington

JMIR Res Protoc 2024;13:e46493

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Establishing the Need for Anticipatory Symptom Guidance and Networked Models of Disease in Adaptive Family Management Among Children With Medical Complexity: Qualitative Study

Jessica Keim-Malpass, Christopher Lunsford, Lisa C Letzkus, Eleanore Scheer, Rupa S Valdez

JMIR Form Res 2023;7:e52454

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Implementation of a Digital Health Tool for Patients Awaiting Input From a Specialist Weight Management Team: Observational Study

Petra Hanson, Charlotte Summers, Arjun Panesar, Alexandros Leonidas Liarakos, Dominic Oduro-Donkor, Danniella Whyte Oshodi, Luke Hailston, Harpal Randeva, Vinod Menon, Michaela de la Fosse, Amit Kaura, Emma Shuttlewood, Mark Loveder, Donna Poole, Thomas M Barber

JMIR Hum Factors 2023;10:e41256

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Policy Preferences Regarding Health Data Sharing Among Patients With Cancer: Public Deliberations

Minakshi Raj, Kerry Ryan, Philip Sahr Amara, Paige Nong, Karen Calhoun, M Grace Trinidad, Daniel Thiel, Kayte Spector-Bagdady, Raymond De Vries, Sharon Kardia, Jodyn Platt

JMIR Cancer 2023;9:e39631

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