 |
|
Predictors of Medication Adherence in Elderly Patients with Chronic Diseases Using Support Vector Machine Models
Soo Kyoung Lee, Bo-Yeong Kang, Hong-Gee Kim, Youn-Jung Son
Healthc Inform Res. 2013;19(1):33-41. Published online 2013 Mar 31 DOI: https://doi.org/10.4258/hir.2013.19.1.33
|
|
Citations to this article as recorded by
 Machine learning approaches to medication adherence amongst NCD patients: A systematic literature review
Wellington Kanyongo, Absalom E. Ezugwu
Informatics in Medicine Unlocked.2023; 38: 101210. CrossRef Feature selection and importance of predictors of non-communicable diseases medication adherence from machine learning research perspectives
Wellington Kanyongo, Absalom E. Ezugwu
Informatics in Medicine Unlocked.2023; 38: 101232. CrossRef Relationship between People’s Interest in Medication Adherence, Health Literacy, and Self-Care: An Infodemiological Analysis in the Pre- and Post-COVID-19 Era
Andrea Grandieri, Caterina Trevisan, Susanna Gentili, Davide Liborio Vetrano, Giuseppe Liotta, Stefano Volpato
Journal of Personalized Medicine.2023; 13(7): 1090. CrossRef Effect of a Medication Adherence Mobile Phone App on Medically Underserved Patients with Chronic Illness: Preliminary Efficacy Study
Christa E Hartch, Mary S Dietrich, Deonni P Stolldorf
JMIR Formative Research.2023; 7: e50579. CrossRef Effects of a medication adherence app among medically underserved adults with chronic illness: a randomized controlled trial
Christa E. Hartch, Mary S. Dietrich, B. Jeanette Lancaster, Deonni P. Stolldorf, Shelagh A. Mulvaney
Journal of Behavioral Medicine.2023;[Epub] CrossRef Application of machine-learning techniques in classification of HIV medical care status for people living with HIV in South Carolina
Bankole Olatosi, Xiaowen Sun, Shujie Chen, Jiajia Zhang, Chen Liang, Sharon Weissman, Xiaoming Li
AIDS.2021; 35(Supplement): S19. CrossRef Exploring Barriers to Medication Adherence Using COM-B Model of Behaviour Among Patients with Cardiovascular Diseases in Low- and Middle-Income Countries: A Qualitative Study
Pallavi Mishra, Ajay S Vamadevan, Ambuj Roy, Rohit Bhatia, Nitish Naik, Sandeep Singh, Gideon Senyo Amevinya, Ernest Amoah Ampah, Yolanda Fernandez, Caroline Free, Amos Laar, Dorairaj Prabhakaran, Pablo Perel, Helena Legido-Quigley
Patient Preference and Adherence.2021; Volume 15: 1359. CrossRef Machine Learning to Predict Tamoxifen Nonadherence Among US Commercially Insured Patients With Metastatic Breast Cancer
Gayathri Yerrapragada, Athanasios Siadimas, Amir Babaeian, Vishakha Sharma, Tyler J. O'Neill
JCO Clinical Cancer Informatics.2021; (5): 814. CrossRef Self-reported health literacy and medication adherence in older adults: a systematic review
Moritz Sebastian Schönfeld, Stefanie Pfisterer-Heise, Corinna Bergelt
BMJ Open.2021; 11(12): e056307. CrossRef Big Data Analytics and Sensor-Enhanced Activity Management to Improve Effectiveness and Efficiency of Outpatient Medical Rehabilitation
Mike Jones, George Collier, David J. Reinkensmeyer, Frank DeRuyter, John Dzivak, Daniel Zondervan, John Morris
International Journal of Environmental Research and Public Health.2020; 17(3): 748. CrossRef Determining hypertensive patients’ beliefs towards medication and associations with medication adherence using machine learning methods
Firdaus Aziz, Sorayya Malek, Adliah Mhd Ali, Mee Sieng Wong, Mogeeb Mosleh, Pozi Milow
PeerJ.2020; 8: e8286. CrossRef Association of Medication Adherence with Hospital Utilization and Costs Among Elderly with Diabetes Enrolled in a State Pharmaceutical Assistance Program
Priti Pednekar, Debra A. Heller, Andrew M. Peterson
Journal of Managed Care & Specialty Pharmacy.2020; 26(9): 1099. CrossRef Relationship between Health Literacy and Medication Adherence of Turkish Cancer Patients Receiving Oral Chemotherapy
Huri S Gonderen Cakmak, Doğan Uncu
Asia-Pacific Journal of Oncology Nursing.2020; 7(4): 365. CrossRef Cost‐Related Medication Nonadherence Among Older Adults: Findings From a Nationally Representative Sample
Green C. Chung, Richard A. Marottoli, Leo M. Cooney, Taeho Greg Rhee
Journal of the American Geriatrics Society.2019; 67(12): 2463. CrossRef Medication Adherence and Its Association with Health Literacy and Performance in Activities of Daily Livings among Elderly Hypertensive Patients in Islamabad, Pakistan
Muhammad Saqlain, Asad Riaz, Muhammad Naeem Malik, Salman Khan, Ali Ahmed, Sohail Kamran, Hussain Ali
Medicina.2019; 55(5): 163. CrossRef Conceptual Model of Medication Adherence in Older Adults with High Blood Pressure-An Integrative Review of the Literature
Mehdi Jafari Oori, Farahnaz Mohammadi, Kian Norouzi, Masoud Fallahi-Khoshknab, Abbas Ebadi
Current Hypertension Reviews.2019; 15(2): 85. CrossRef Comparative analysis of predictive methods for early assessment of compliance with continuous positive airway pressure therapy
Xavier Rafael-Palou, Cecilia Turino, Alexander Steblin, Manuel Sánchez-de-la-Torre, Ferran Barbé, Eloisa Vargiu
BMC Medical Informatics and Decision Making.2018;[Epub] CrossRef Adherence to Bisphosphonates among People Admitted to an Orthopaedic and Geriatric Ward at a University Hospital in Sweden
Linnea Abramsson, Maria Gustafsson
Pharmacy.2018; 6(1): 20. CrossRef Using predictive analytics and big data to optimize pharmaceutical outcomes
Inmaculada Hernandez, Yuting Zhang
American Journal of Health-System Pharmacy.2017; 74(18): 1494. CrossRef Validation of the Korean Version of the Depression Coping Self-Efficacy Scale (DCSES-K)
Young Mi Lim, Suzanne Perraud
Archives of Psychiatric Nursing.2016; 30(4): 463. CrossRef Drug-related problems in elderly patients with cancer receiving outpatient chemotherapy
Ting Ting Yeoh, Xin Yin Tay, Phebe Si, Lita Chew
Journal of Geriatric Oncology.2015; 6(4): 280. CrossRef Impact of Mood Disorder on Medication Adherence in Patients with Chronic Diseases at a Shanghai Rural Hospital
Zhengchao Xia, Zhijun Xiao, Enying Ma, Feng Xu
International Journal of Pharmacology.2015; 11(5): 518. CrossRef Personal health records: a randomized trial of effects on elder medication safety
Elizabeth A Chrischilles, Juan Pablo Hourcade, William Doucette, David Eichmann, Brian Gryzlak, Ryan Lorentzen, Kara Wright, Elena Letuchy, Michael Mueller, Karen Farris, Barcey Levy
Journal of the American Medical Informatics Association.2014; 21(4): 679. CrossRef Korean Anaphora Recognition System to Develop Healthcare Dialogue-Type Agent
Junggi Yang, Youngho Lee
Healthcare Informatics Research.2014; 20(4): 272. CrossRef Association between Skin Conditions and Depressive Disorders in Community-Dwelling Older Adults
Samantha Gontijo Guerra, Michel Préville, Helen-Maria Vasiliadis, Djamal Berbiche
Journal of Cutaneous Medicine and Surgery.2014; 18(4): 256. CrossRef Medication prescription and adherence disparities in non valvular atrial fibrillation patients: an Italian portrait from the ARAPACIS study
Valeria Raparelli, Marco Proietti, Carmelo Buttà, Paolo Di Giosia, Domenico Sirico, Paolo Gobbi, Salvatore Corrao, Giovanni Davì, Anna Rita Vestri, Francesco Perticone, Gino Roberto Corazza, Francesco Violi, Stefania Basili
Internal and Emergency Medicine.2014; 9(8): 861. CrossRef Real-Data Comparison of Data Mining Methods in Prediction of Diabetes in Iran
Lily Tapak, Hossein Mahjub, Omid Hamidi, Jalal Poorolajal
Healthcare Informatics Research.2013; 19(3): 177. CrossRef
|