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Claudio Tomasino, Marco Tomasino

Ewunate Assaye Kassaw, Ashenafi Kibret Sendekie, Bekele Mulat Enyew, Biruk Beletew Abate

Navreet Kaur, Manuel Gonzales, IV, Cristian Garcia Alcaraz, Jiaqi Gong, Kristen J. Wells, Laura E. Barnes

Susmi Routray, Praveen K. Choudhary

Firdaus Aziz, Shubathira Sooriamoorthy, Bryan Liew, Sharifah M. Syed Ahmad, Wei Wen Chong, Sorayya Malek, Adliah Mhd Ali

Wellington Kanyongo, Absalom E. Ezugwu, Tsitsi Moyo, Jean Vincent Fonou Dombeu

Christian Rhudy, Jacob Johnson, Courtney Perry, Cody Bumgardner, Michael J. Wesley, David Fardo, Terrence Barrett, Jeffery Talbert

Firdaus Aziz, Sorayya Malek, Shubathira Sooriamoorthy, Ilham Asyilah Mahamood, Chong Wei Wen, Sharifah M. Syed Ahmad, Putri Nur Fatin Amir Rudin, Adliah Mhd Ali

Elena Stamate, Alin-Ionut Piraianu, Oana Roxana Ciobotaru, Rodica Crassas, Oana Duca, Ana Fulga, Ionica Grigore, Vlad Vintila, Iuliu Fulga, Octavian Catalin Ciobotaru

Akon Obu Ekpezu, Isaac Wiafe, Harri Oinas-Kukkonen

Wellington Kanyongo, Absalom E. Ezugwu

Pınar Karadayı Ataş

Wellington Kanyongo, Absalom E. Ezugwu

Ioannis Bilionis, Luis Fernandez-Luque, Carlos Castillo

Clea du Toit, Tran Quoc Bao Tran, Neha Deo, Sachin Aryal, Stefanie Lip, Robert Sykes, Ishan Manandhar, Aristeidis Sionakidis, Leah Stevenson, Harsha Pattnaik, Safaa Alsanosi, Maria Kassi, Ngoc Le, Maggie Rostron, Sarah Nichol, Alisha Aman, Faisal Nawaz, Dhruven Mehta, Ramakumar Tummala, Linsay McCallum, Sandeep Reddy, Shyam Visweswaran, Rahul Kashyap, Bina Joe, Sandosh Padmanabhan

Mengting Li, Xiangyu Lu, HengBo Yang, Rong Yuan, Yong Yang, Rongsheng Tong, Xingwei Wu

Mogeeb A.A. Mosleh, Maged H. A. Hamoud, Ayman A. Alsabri

Murshida Rahman, Gaby Judah, Dan Murphy, Sara F. Garfield

Aditi Babel, Richi Taneja, Franco Mondello Malvestiti, Alessandro Monaco, Shaantanu Donde

Kelvin Tsoi, Karen Yiu, Helen Lee, Hao‐Min Cheng, Tzung‐Dau Wang, Jam‐Chin Tay, Boon Wee Teo, Yuda Turana, Arieska Ann Soenarta, Guru Prasad Sogunuru, Saulat Siddique, Yook‐Chin Chia, Jinho Shin, Chen‐Huan Chen, Ji‐Guang Wang, Kazuomi Kario

Aaron Bohlmann, Javed Mostafa, Manish Kumar

2025	Medication adherence and non-adherence in arterial hypertension: a narrative review Exploration of Medicine Claudio Tomasino, Marco Tomasino
2025	Machine learning applications to classify and monitor medication adherence in patients with type 2 diabetes in Ethiopia Frontiers in Endocrinology Ewunate Assaye Kassaw, Ashenafi Kibret Sendekie, Bekele Mulat Enyew, Biruk Beletew Abate
2025	A computational framework for longitudinal medication adherence prediction in breast cancer survivors: A social cognitive theory based approach PLOS Digital Health Navreet Kaur, Manuel Gonzales, IV, Cristian Garcia Alcaraz, Jiaqi Gong, Kristen J. Wells, Laura E. Barnes
2025	Springer Proceedings in Business and Economics Susmi Routray, Praveen K. Choudhary
2025	Preliminary study: Data analytics for predicting medication adherence in Malaysian arthritis patients DIGITAL HEALTH Firdaus Aziz, Shubathira Sooriamoorthy, Bryan Liew, Sharifah M. Syed Ahmad, Wei Wen Chong, Sorayya Malek, Adliah Mhd Ali
2025	Machine learning-based classification of medication adherence among patients with noncommunicable diseases Informatics in Medicine Unlocked Wellington Kanyongo, Absalom E. Ezugwu, Tsitsi Moyo, Jean Vincent Fonou Dombeu
2025	Machine learning approaches to predicting medication nonadherence: a scoping review International Journal of Medical Informatics Christian Rhudy, Jacob Johnson, Courtney Perry, Cody Bumgardner, Michael J. Wesley, David Fardo, Terrence Barrett, Jeffery Talbert
2025	Predicting medication wastage using machine learning based on patient beliefs DIGITAL HEALTH Firdaus Aziz, Sorayya Malek, Shubathira Sooriamoorthy, Ilham Asyilah Mahamood, Chong Wei Wen, Sharifah M. Syed Ahmad, Putri Nur Fatin Amir Rudin, Adliah Mhd Ali
2024	Revolutionizing Cardiology through Artificial Intelligence—Big Data from Proactive Prevention to Precise Diagnostics and Cutting-Edge Treatment—A Comprehensive Review of the Past 5 Years Diagnostics Elena Stamate, Alin-Ionut Piraianu, Oana Roxana Ciobotaru, Rodica Crassas, Oana Duca, Ana Fulga, Ionica Grigore, Vlad Vintila, Iuliu Fulga, Octavian Catalin Ciobotaru
2023	Predicting Adherence to Behavior Change Support Systems Using Machine Learning: Systematic Review JMIR AI Akon Obu Ekpezu, Isaac Wiafe, Harri Oinas-Kukkonen
2023	Machine learning approaches to medication adherence amongst NCD patients: A systematic literature review Informatics in Medicine Unlocked Wellington Kanyongo, Absalom E. Ezugwu
2023	A novel hybrid model to predict concomitant diseases for Hashimoto’s thyroiditis BMC Bioinformatics Pınar Karadayı Ataş
2023	Feature selection and importance of predictors of non-communicable diseases medication adherence from machine learning research perspectives Informatics in Medicine Unlocked Wellington Kanyongo, Absalom E. Ezugwu
2023	2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) Ioannis Bilionis, Luis Fernandez-Luque, Carlos Castillo
2023	Survey and Evaluation of Hypertension Machine Learning Research Journal of the American Heart Association Clea du Toit, Tran Quoc Bao Tran, Neha Deo, Sachin Aryal, Stefanie Lip, Robert Sykes, Ishan Manandhar, Aristeidis Sionakidis, Leah Stevenson, Harsha Pattnaik, Safaa Alsanosi, Maria Kassi, Ngoc Le, Maggie Rostron, Sarah Nichol, Alisha Aman, Faisal Nawaz, Dhruven Mehta, Ramakumar Tummala, Linsay McCallum, Sandeep Reddy, Shyam Visweswaran, Rahul Kashyap, Bina Joe, Sandosh Padmanabhan
2022	Development and assessment of novel machine learning models to predict medication non-adherence risks in type 2 diabetics Frontiers in Public Health Mengting Li, Xiangyu Lu, HengBo Yang, Rong Yuan, Yong Yang, Rongsheng Tong, Xingwei Wu
2022	2022 2nd International Conference on Emerging Smart Technologies and Applications (eSmarTA) Mogeeb A.A. Mosleh, Maged H. A. Hamoud, Ayman A. Alsabri
2022	Which domains of the theoretical domains framework should be targeted in interventions to increase adherence to antihypertensives? A systematic review Journal of Hypertension Murshida Rahman, Gaby Judah, Dan Murphy, Sara F. Garfield
2021	Artificial Intelligence Solutions to Increase Medication Adherence in Patients With Non-communicable Diseases Frontiers in Digital Health Aditi Babel, Richi Taneja, Franco Mondello Malvestiti, Alessandro Monaco, Shaantanu Donde
2021	Applications of artificial intelligence for hypertension management The Journal of Clinical Hypertension Kelvin Tsoi, Karen Yiu, Helen Lee, Hao‐Min Cheng, Tzung‐Dau Wang, Jam‐Chin Tay, Boon Wee Teo, Yuda Turana, Arieska Ann Soenarta, Guru Prasad Sogunuru, Saulat Siddique, Yook‐Chin Chia, Jinho Shin, Chen‐Huan Chen, Ji‐Guang Wang, Kazuomi Kario
2021	Machine Learning and Medication Adherence: Scoping Review JMIRx Med Aaron Bohlmann, Javed Mostafa, Manish Kumar
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