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Large-Scale Evaluation and Liver Disease Risk Prediction in Finland’s National Electronic Health Record System: Feasibility Study Using Real-World Data

Viljami Männikkö, Janne Tommola, Emmi Tikkanen, Olli-Pekka Hätinen, Fredrik Åberg

JMIR Med Inform 2025;13:e62978

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Development of a Comprehensive Decision Support Tool for Chemotherapy-Cycle Prescribing: Initial Usability Study

Sanna Iivanainen, Reetta Arokoski, Santeri Mentu, Laura Lang, Jussi Ekström, Henri Virtanen, Vesa Kataja, Jussi Pekka Koivunen

JMIR Form Res 2025;9:e62749

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Smartphone Screen Time Characteristics in People With Suicidal Thoughts: Retrospective Observational Data Analysis Study

Marta Karas, Debbie Huang, Zachary Clement, Alexander J Millner, Evan M Kleiman, Kate H Bentley, Kelly L Zuromski, Rebecca G Fortgang, Dylan DeMarco, Adam Haim, Abigail Donovan, Ralph J Buonopane, Suzanne A Bird, Jordan W Smoller, Matthew K Nock, Jukka-Pekka Onnela

JMIR Mhealth Uhealth 2024;12:e57439

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Measuring Environmental and Behavioral Drivers of Chronic Diseases Using Smartphone-Based Digital Phenotyping: Intensive Longitudinal Observational mHealth Substudy Embedded in 2 Prospective Cohorts of Adults

Li Yi, Jaime E Hart, Marcin Straczkiewicz, Marta Karas, Grete E Wilt, Cindy R Hu, Rachel Librett, Francine Laden, Jorge E Chavarro, Jukka-Pekka Onnela, Peter James

JMIR Public Health Surveill 2024;10:e55170

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Effects of a Digital Care Pathway for Multiple Sclerosis: Observational Study

Märt Vesinurm, Anna Maunula, Päivi Olli, Paul Lillrank, Petra Ijäs, Paulus Torkki, Laura Mäkitie, Sini M Laakso

JMIR Hum Factors 2024;11:e51872

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Precision Assessment of Real-World Associations Between Stress and Sleep Duration Using Actigraphy Data Collected Continuously for an Academic Year: Individual-Level Modeling Study

Constanza M Vidal Bustamante, Garth Coombs III, Habiballah Rahimi-Eichi, Patrick Mair, Jukka-Pekka Onnela, Justin T Baker, Randy L Buckner

JMIR Form Res 2024;8:e53441

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Impact of Digital Interventions on the Treatment Burden of Patients With Chronic Conditions: Protocol for a Systematic Review

Manria Polus, Pantea Keikhosrokiani, Olli Korhonen, Woubshet Behutiye, Minna Isomursu

JMIR Res Protoc 2024;13:e54833

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Effectiveness of Telemonitoring in Reducing Hospitalization and Associated Costs for Patients With Heart Failure in Finland: Nonrandomized Pre-Post Telemonitoring Study

Jorma Kokkonen, Pirjo Mustonen, Eija Heikkilä, Riikka-Leena Leskelä, Paula Pennanen, Kati Krühn, Arto Jalkanen, Jussi-Pekka Laakso, Jari Kempers, Sami Väisänen, Paulus Torkki

JMIR Mhealth Uhealth 2024;12:e51841

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Open-Source, Step-Counting Algorithm for Smartphone Data Collected in Clinical and Nonclinical Settings: Algorithm Development and Validation Study

Marcin Straczkiewicz, Nancy L Keating, Embree Thompson, Ursula A Matulonis, Susana M Campos, Alexi A Wright, Jukka-Pekka Onnela

JMIR Cancer 2023;9:e47646

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Supporting the Management of Gestational Diabetes Mellitus With Comprehensive Self-Tracking: Mixed Methods Study of Wearable Sensors

Mikko Kytö, Saila Koivusalo, Heli Tuomonen, Lisbeth Strömberg, Antti Ruonala, Pekka Marttinen, Seppo Heinonen, Giulio Jacucci

JMIR Diabetes 2023;8:e43979

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