Antimicrobial Resistance and Machine Learning: Challenges and Opportunities

Autor: Eyad Elyan, Amir Hussain, Aziz Sheikh, Abdelraouf A. Elmanama, Pattaramon Vuttipittayamongkol, Karolin Hijazi

Publikováno v: IEEE Access, Vol 10, Pp 31561-31577 (2022)

Antimicrobial Resistance (AMR) has been identified by the World Health Organisation (WHO) as one of the top ten global health threats. Inappropriate use of antibiotics around the world and in particular in Low-to-Middle-Income Countries (LMICs), wher

Externí odkaz: https://doaj.org/article/0cb664ffb64244c7ad6fb48ef9162bba

A Machine Learning Approach for Depression Screening in College Students Based on Non-Clinical Information

Autor: Pornrat Nison, Pattaramon Vuttipittayamongkol, Pimrat Boonyapuk, Kemachart Kemavuthanon

Publikováno v: 2023 International Conference On Cyber Management And Engineering (CyMaEn).

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1d7fadf0a5a89219447b273cc2685241
https://doi.org/10.1109/cymaen57228.2023.10051001

Psychosocial Impact of 8 Weeks COVID-19 Quarantine on Italian Parents and their Children

Autor: Bassem J. Khoory, Maya W. Keuning, Anne C. Fledderus, Roberta Cicchelli, Vassilios Fanos, Janin Khoory, Deborah Nervi, Eyad Elyan, Pattaramon Vuttipittayamongkol, Matthijs W. N. Oomen, Dasja Pajkrt, Mohammed Abu Hilal

Publikováno v: Maternal and child health journal, 26(6), 1312-1321. Springer GmbH & Co, Auslieferungs-Gesellschaf
Maternal and Child Health Journal
Maternal and Child Health Journal, 26(6), 1312-1321. Springer GmbH & Co, Auslieferungs-Gesellschaf
Khoory, B J, Keuning, M W, Fledderus, A C, Cicchelli, R, Fanos, V, Khoory, J, Nervi, D, Elyan, E, Vuttipittayamongkol, P, Oomen, M W N, Pajkrt, D & Abu Hilal, M 2022, ' Psychosocial Impact of 8 Weeks COVID-19 Quarantine on Italian Parents and their Children ', Maternal and Child Health Journal, vol. 26, no. 6, pp. 1312-1321 . https://doi.org/10.1007/s10995-021-03311-3

Objectives: Italy was affected greatly by Coronavirus disease 2019 (COVID-19), emerging mainly in the Italian province of Lombardy. This outbreak led to profound governmental interventions along with a strict quarantine. This quarantine may have psyc

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a0c0123dda6f4f2d9f50d05018cfe851
https://pure.amc.nl/en/publications/psychosocial-impact-of-8-weeks-covid19-quarantine-on-italian-parents-and-their-children(529b47a9-142f-4630-aad7-4b7f542d66dc).html

Neighbourhood-based undersampling approach for handling imbalanced and overlapped data

Autor: Pattaramon Vuttipittayamongkol, Eyad Elyan

Publikováno v: Information Sciences. 509:47-70

Class imbalanced datasets are common across different domains including health, security, banking and others. A typical supervised learning algorithm tends to be biased towards the majority class when dealing with imbalanced datasets. The learning ta

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::8aec36c6481894d42b5d58fb8b44944e
https://doi.org/10.1016/j.ins.2019.08.062

Critical Review of the Thai and Malaysian Decommissioning Landscapes

Autor: Wanarun Wanarunwong, Aaron Tung, Pattaramon Vuttipittayamongkol

Publikováno v: Day 4 Thu, August 19, 2021.

As the wave of oil and gas decommissioning activities begins across Thailand and Malaysia, issues related to the management of oil and gas decommissioning activities also begin to take shape, appearing in the form of disputes (Tanakasempipat 2019), s

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::212a717dbe1ad76f09285eb5e3af0edf
https://doi.org/10.4043/31132-ms