Nanotechnology and Machine Learning: A Promising Confluence for the Advancement of Precision Medicine

Journal Articles

Nanotechnology and Machine Learning: A Promising Confluence for the Advancement of Precision Medicine

Intelligence-Based Medicine, (2025)

doi 10.1016/j.ibmed.2025.100267

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This is a post-peer-review, pre-copyedit version of an article published in the Intelligence-Based Medicine. The final authenticated version is available online at: https://doi.org/10.1016/j.ibmed.2025.100267.

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Cite this paper

Musa, S. S., Ibrahim, A. M., Alhassan, M. Y., Musa, A. H., Jibo, A. G., Auwal, A. R., Okesanya, O. J., Othman, Z. K., Abubakar, M. S., Ahmed, M. M., Barroso, C. J. V., Sium, A. F., Garcia, M. B., Flores, J. B., Maikifi, A. S., Kouwenhoven, M. B. N., & Lucero-Prisno III, D. E. (2025). Nanotechnology and Machine Learning: A Promising Confluence for the Advancement of Precision Medicine. Intelligence-Based Medicine. https://doi.org/10.1016/j.ibmed.2025.100267.

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SUBMITTED

Apr 15 2025

REVISED

May 30 2025

PUBLISHED

Jun 10 2025

LINK

https://doi.org/10.1016/j.ibmed.2025.100267

Authors

Musa, Shuaibu Saidu

Faculty of Medicine

Chulalongkorn University, Thailand

iD 0000-0003-0138-3261

Ibrahim, Adamu Muhammad

School of Medical Laboratory Science

Usmanu Danfodiyo University, Nigeria

iD 0000-0003-3657-7541

Alhassan, Muhammad Yasir

Symbiosis Institute of Health Sciences

Symbiosis International, India

iD 0009-0001-5811-6669

Musa, Abubakar Hafs

Graduate School Nanoscience and Technology

Chulalongkorn University, Thailand

iD 0009-0002-8059-3581

Jibo, Abdulrahman Garba

Faculty of Pharmaceutical Sciences

Chulalongkorn University, Thailand

iD 0009-0009-2685-7305

Auwal, Auwal Rabiu

Department of Biochemistry

Chulalongkorn University, Thailand

iD 0009-0000-7632-7235

Okesanya, Olalekan John

Department of Public Health and Maritime Transport

University of Thessaly, Greece

iD 0000-0002-3809-4271

Othman, Zhinya Kawa

Department of Pharmacy

Kurdistan Technical Institute, Iraq

iD 0009-0008-3914-0867

Abubakar, Muhammad Sadiq

Department of Public Health

Ahmadu Bello University, Nigeria

iD 0009-0009-0958-8510

Ahmed, Mohamed Mustaf

Faculty of Medicine and Health Sciences

SIMAD University, Somalia

iD 0009-0006-5991-4052

Barroso, Carina Joane V.

Bukidnon State University, Bukidnon State University, Malaybalay City, Bukidnon, Philippines

iD 0000-0002-7418-9390

Sium, Abraham Fessehaye

Department of Obstetrics and Gynecology

St. Paul's Hospital Millennium Medical College, Ethiopia

iD 0000-0001-5812-0804

Garcia, Manuel B.

Educational Innovation and Technology Hub

FEU Institute of Technology, Philippines

iD 0000-0003-2615-422X

Flores, James Brian

College of Computer Studies and Information Technology

Southern Leyte State University, Philippines

iD 0000-0002-4435-8499

Maikifi, Adamu Safiyanu

Department of Pharmaceutics and Industrial Pharmacy

Chulalongkorn University, Thailand

iD 0000-0003-4795-3098

Kouwenhoven, M. B. N.

Department of Physics

Xi’an Jiaotong-Liverpool University, China

iD 0000-0002-1805-0570

Lucero-Prisno III, Don Eliseo

Department of Global Health and Development

London School of Hygiene and Tropical Medicine, United Kingdom

iD 0000-0002-2179-6365