Geroinformatics and Electronic Clinical Information/Decision Making in Geriatrics

Development and Validation of an Explainable Machine Learning Model for Predicting Myocardial Injury After Noncardiac Surgery in Two Centers in China: Retrospective Study

Chang Liu, Kai Zhang, Xiaodong Yang, Bingbing Meng, Jingsheng Lou, Yanhong Liu, Jiangbei Cao, Kexuan Liu, Weidong Mi, Hao Li

JMIR Aging 2024 (Jul 26); 7:e54872

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Academic Detailing as a Health Information Technology Implementation Method: Supporting the Design and Implementation of an Emergency Department–Based Clinical Decision Support Tool to Prevent Future Falls

Hanna J Barton, Apoorva Maru, Margaret A Leaf, Daniel J Hekman, Douglas A Wiegmann, Manish N Shah, Brian W Patterson

JMIR Hum Factors 2024 (Apr 18); 11:e52592

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Older Persons’ and Health Care Professionals’ Design Choices When Co-Designing a Medication Plan Aiming to Promote Patient Safety: Case Study

Malin Holmqvist, Linda Johansson, Bertil Lindenfalk, Johan Thor, Axel Ros

JMIR Aging 2023 (Oct 05); 6:e49154

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Effectiveness of an Emergency Department–Based Machine Learning Clinical Decision Support Tool to Prevent Outpatient Falls Among Older Adults: Protocol for a Quasi-Experimental Study

Daniel J Hekman, Amy L Cochran, Apoorva P Maru, Hanna J Barton, Manish N Shah, Douglas Wiegmann, Maureen A Smith, Frank Liao, Brian W Patterson

JMIR Res Protoc 2023 (Aug 03); 12:e48128

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Contextual Factors That Impact the Implementation of Patient Portals With a Focus on Older People in Acute Care Hospitals: Scoping Review

Zarnie Khadjesari, Julie Houghton, Tracey J Brown, Helena Jopling, Fiona Stevenson, Jennifer Lynch

JMIR Aging 2023 (Feb 03); 6:e31812

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Shared Decision-Making Training for Home Care Teams to Engage Frail Older Adults and Caregivers in Housing Decisions: Stepped-Wedge Cluster Randomized Trial

Évèhouénou Lionel Adisso, Monica Taljaard, Dawn Stacey, Nathalie Brière, Hervé Tchala Vignon Zomahoun, Pierre Jacob Durand, Louis-Paul Rivest, France Légaré

JMIR Aging 2022 (Sep 20); 5(3):e39386

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Advance Planning for Technology Use in Dementia Care: Development, Design, and Feasibility of a Novel Self-administered Decision-Making Tool

Clara Berridge, Natalie R Turner, Liu Liu, Sierramatice W Karras, Amy Chen, Karen Fredriksen-Goldsen, George Demiris

JMIR Aging 2022 (Jul 27); 5(3):e39335

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Recommendations for the Design and Delivery of Transitions-Focused Digital Health Interventions: Rapid Review

Hardeep Singh, Terence Tang, Carolyn Steele Gray, Kristina Kokorelias, Rachel Thombs, Donna Plett, Matthew Heffernan, Carlotta M Jarach, Alana Armas, Susan Law, Heather V Cunningham, Jason Xin Nie, Moriah E Ellen, Kednapa Thavorn, Michelle LA Nelson

JMIR Aging 2022 (May 19); 5(2):e35929

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Using Smart Displays to Implement an eHealth System for Older Adults With Multiple Chronic Conditions: Protocol for a Randomized Controlled Trial

David H Gustafson, Marie-Louise Mares, Darcie C Johnston, Gina Landucci, Klaren Pe-Romashko, Olivia J Vjorn, Yaxin Hu, David H Gustafson, Adam Maus, Jane E Mahoney, Bilge Mutlu

JMIR Res Protoc 2022 (May 05); 11(5):e37522

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Publicly Available, Interactive Web-Based Tools to Support Advance Care Planning: Systematic Review

Charlèss Dupont, Tinne Smets, Fanny Monnet, Lara Pivodic, Aline De Vleminck, Chantal Van Audenhove, Lieve Van den Block

J Med Internet Res 2022 (Apr 20); 24(4):e33320

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A Mobile App for Advance Care Planning and Advance Directives (Accordons-nous): Development and Usability Study

Céline Schöpfer, Frederic Ehrler, Antoine Berger, Catherine Bollondi Pauly, Laurence Buytaert, Camille De La Serna, Florence Hartheiser, Thomas Fassier, Christine Clavien

JMIR Hum Factors 2022 (Apr 20); 9(2):e34626

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One-Year Postfracture Mortality Rate in Older Adults With Hip Fractures Relative to Other Lower Extremity Fractures: Retrospective Cohort Study

Andrea Dimet-Wiley, George Golovko, Stanley J Watowich

JMIR Aging 2022 (Mar 16); 5(1):e32683

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Prediction of Readmission in Geriatric Patients From Clinical Notes: Retrospective Text Mining Study

Kim Huat Goh, Le Wang, Adrian Yong Kwang Yeow, Yew Yoong Ding, Lydia Shu Yi Au, Hermione Mei Niang Poh, Ke Li, Joannas Jie Lin Yeow, Gamaliel Yu Heng Tan

J Med Internet Res 2021 (Oct 19); 23(10):e26486

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eHealth in Geriatric Rehabilitation: Systematic Review of Effectiveness, Feasibility, and Usability

Jules J M Kraaijkamp, Eléonore F van Dam van Isselt, Anke Persoon, Anke Versluis, Niels H Chavannes, Wilco P Achterberg

J Med Internet Res 2021 (Aug 19); 23(8):e24015

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Predicting Unscheduled Emergency Department Return Visits Among Older Adults: Population-Based Retrospective Study

Rai-Fu Chen, Kuei-Chen Cheng, Yu-Yin Lin, I-Chiu Chang, Cheng-Han Tsai

JMIR Med Inform 2021 (Jul 28); 9(7):e22491

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Comparisons Between Hypothesis- and Data-Driven Approaches for Multimorbidity Frailty Index: A Machine Learning Approach

Li-Ning Peng, Fei-Yuan Hsiao, Wei-Ju Lee, Shih-Tsung Huang, Liang-Kung Chen

J Med Internet Res 2020 (Jun 11); 22(6):e16213

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Predictive Modeling for Frailty Conditions in Elderly People: Machine Learning Approaches

Adane Tarekegn, Fulvio Ricceri, Giuseppe Costa, Elisa Ferracin, Mario Giacobini

JMIR Med Inform 2020 (Jun 04); 8(6):e16678

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Extraction of Geriatric Syndromes From Electronic Health Record Clinical Notes: Assessment of Statistical Natural Language Processing Methods

Tao Chen, Mark Dredze, Jonathan P Weiner, Leilani Hernandez, Joe Kimura, Hadi Kharrazi

JMIR Med Inform 2019 (Mar 26); 7(1):e13039

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