Predicting medication non-adherence using machine learning: Incorporating Complementary and Alternative Medicine (CAM) beliefs in Malaysian chronic disease patients

• Firdaus Aziz ,

  Contributed equally to this work with: Firdaus Aziz, Sorayya Malek, Adliah Mhd Ali

  Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Pusat Pengajian Citra Universiti, Universiti Kebangsaan Malaysia, Bandar Baru Bangi, Selangor, Malaysia

  https://orcid.org/0000-0002-2090-4336

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• Sorayya Malek ,

  Contributed equally to this work with: Firdaus Aziz, Sorayya Malek, Adliah Mhd Ali

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: sorayya@um.edu.my (SM), adliah@ukm.edu.my (AMA)

  Affiliation Bioinformatics Science Programme, Institute of Biological Sciences, Universiti Malaya, Kuala Lumpur, Malaysia

  https://orcid.org/0000-0001-6450-6404

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• Ahmad Firdhaus Arham ,

  Roles Conceptualization, Funding acquisition, Writing – review & editing

  ¶‡ This author also contributed equally to this work

  Affiliation Pusat Pengajian Citra Universiti, Universiti Kebangsaan Malaysia, Bandar Baru Bangi, Selangor, Malaysia

  https://orcid.org/0000-0002-6740-2077

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• Mashitoh Yaacob ,

  Roles Conceptualization, Funding acquisition, Writing – review & editing

  ¶‡ This author also contributed equally to this work

  Affiliation Pusat Pengajian Citra Universiti, Universiti Kebangsaan Malaysia, Bandar Baru Bangi, Selangor, Malaysia

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• Putri Nur Fatin Amir Rudin ,

  Roles Data curation, Formal analysis, Investigation, Software, Writing – original draft

  ¶‡ This author also contributed equally to this work

  Affiliation Bioinformatics Science Programme, Institute of Biological Sciences, Universiti Malaya, Kuala Lumpur, Malaysia

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• Paik Ling Chuah ,

  Roles Data curation, Formal analysis, Methodology, Validation, Writing – original draft

  ¶‡ This author also contributed equally to this work

  Affiliations Centre for Quality Management of Medicines (QMM), Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia, Pharmacy Department, Hospital Kuala Lumpur, Malaysia

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• Adliah Mhd Ali

  Contributed equally to this work with: Firdaus Aziz, Sorayya Malek, Adliah Mhd Ali

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: sorayya@um.edu.my (SM), adliah@ukm.edu.my (AMA)

  Affiliation Centre for Quality Management of Medicines (QMM), Faculty of Pharmacy, Universiti Kebangsaan Malaysia, Kuala Lumpur, Malaysia

  https://orcid.org/0000-0003-1306-8330

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