Machine Learning Framework to Predict Patient Non-Adherence to Medication using Non-Clinical Data: A Prognosis Approach

Author:

Sunday Julius Michael1,Rita Alo Uzoma2,Uchenna Onu Fergus3,Ihuoma Akobundu Chinyere1

Affiliation:

1. Evangel University, Nigeria

2. Alex Ekwueme Federal University, Nigeria

3. Ebonyi State University, Nigeria

Publisher

ACM

Reference31 articles.

1. Jiraporncharoen K. Pinyopornpanish K. Junjom N. Dejkriengkraikul A. Wisetborisut L. Papachristou A. Hashmi C. Angkurawaranon “Exploring Perceptions attitudes and beliefs of Thai patients with Type 2 diabetes mellitus as they relate to medication adherence at an out-patient primary care clinic in Chian Mai Thailand” Jiraporncharoen Bmc Family Practice (2020) 21: 173. Jiraporncharoen K. Pinyopornpanish K. Junjom N. Dejkriengkraikul A. Wisetborisut L. Papachristou A. Hashmi C. Angkurawaranon “Exploring Perceptions attitudes and beliefs of Thai patients with Type 2 diabetes mellitus as they relate to medication adherence at an out-patient primary care clinic in Chian Mai Thailand” Jiraporncharoen Bmc Family Practice (2020) 21:173.

2. Zullig Leah Blaclock Dan Dougherty Samantha Henderson Rochelle Ha Carolyn Oakes Megan and Bosworth “The new landscape of medication adherence improvement: where population health science meets precision medicine” Patient preference and adherence 2018: 12 1225-1230 Zullig Leah Blaclock Dan Dougherty Samantha Henderson Rochelle Ha Carolyn Oakes Megan and Bosworth “The new landscape of medication adherence improvement: where population health science meets precision medicine” Patient preference and adherence 2018: 12 1225-1230

3. Conrad Tucker Ishan Behoora Harriet B. Nembhard Mechelle Lewis Nicholas W. Sterling and Xuemei Huang -Machine learning cassifcation of medication adherence inpatients with movement disoders using non-wearable sensors. Comput Bio Med. 2015 .November 01: 66: 120-134. Conrad Tucker Ishan Behoora Harriet B. Nembhard Mechelle Lewis Nicholas W. Sterling and Xuemei Huang -Machine learning cassifcation of medication adherence inpatients with movement disoders using non-wearable sensors. Comput Bio Med. 2015 .November 01:66: 120-134.

4. Evaluation of knowledge, Attitude and Medication Adherence among Asthmatics Out-patients in Tertiary Care Teaching Hospital-A, Questionnaire Based Study;Shamkuwar Chetna A.;Journal of Young Pharmacists,2016

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