Page 26 - AIH-2-4

Artificial Intelligence in Health AI editorial policy ethics

multiclass sentiment analysis. In: Proceedings of the First Variations in the perception of time during silence. Front
Workshop on Bangla Language Processing. 2023. p. 340-346. Psychol. 2020;11:602.
16. Qi X, Wang S, Fang C, Jia J, Lin L, Yuan T. Machine learning doi: 10.3389/fpsyg.2020.00602
and SHAP value interpretation for predicting comorbidity of
cardiovascular disease and cancer with dietary antioxidants. 28. Sharrab YO, Attar H, Eljinini MAH, Al-Omary Y,
Redox Biol. 2025;79:103470. Al-Momani W. Advancements in speech recognition:
A systematic review of deep learning transformer models,
doi: 10.1016/j.redox.2024.103470 trends, innovations, and future directions. IEEE Access.
17. Ahmed U, Jiangbin Z, Almogren A, et al. Hybrid bagging and 2025;13:46925.
boosting with SHAP based feature selection for enhanced doi: 10.1109/ACCESS.2025.3550855
predictive modeling in intrusion detection systems. Sci
Rep. 2024;14:30532. 29. Vinciarelli A, Pantic M, Bourlard H. Social signal processing:
Survey of an emerging domain. Image Vision Comput.
doi: 10.1038/s41598-024-81151-1 2009;27(12):1743-1759.
18. Alkhawaldeh IM, Albalkhi I, Naswhan AJ. Challenges and doi: 10.1016/j.imavis.2008.11.007
limitations of synthetic minority oversampling techniques
in machine learning. World J Methodol. 2023;13(5):373-378. 30. Choi J, Liu Z, Xu P. Advancing artificial intelligence in
mental health: Ethical considerations in machine learning
doi: 10.5662/wjm.v13.i5.373 applications. J Affect Disord. 2024;379:302-314.
19. Ganjavi C, Eppler MB, Pekcan A, et al. Publishers’ and doi: 10.1016/j.jad.2024.03.017
journals’ instructions to authors on use of generative
artificial intelligence in academic and scientific publishing: 31. Gong Y. Navigating the future of clinical informatics:
Bibliometric analysis. BMJ. 2024;384:e077192. A focus on patient safety, AI integration, and education.
J Clin Inform. 2024;1(1):4988.
doi: 10.1136/bmj-2023-077192
doi: 10.36922/jci.4988
20. Jackson P, Weaver CC, editors. Rethinking Peer Review:
Critical Reflections on a Pedagogical Practice. Colorado: 32. Merriman B. Peer review as an evolving response to
WAC Clearinghouse; 2023. organizational constraint: Evidence from sociology journals,
1952-2018. Am Soc. 2021;52(3):341-366.
21. Smith R. Peer review: A flawed process at the heart of science
and journals. J R Soc Med. 2006;99(4):178-182. doi: 10.1007/s12108-020-09473-x
doi: 10.1177/014107680609900414 33. Murray D, Siler K, Larivière V, et al. Gender and International
Diversity Improves Equity in Peer Review. bioRxiv [Preprint]; 2018.
22. Joloudari JH, Marefat A, Nematollahi MA, Oyelere SS,
Hussain S. Effective class‐imbalance learning based on doi: 10.1101/400515
SMOTE and convolutional neural networks. Appl Sci. 34. Lerback JC, Hanson B, Wooden P. Association between
2023;13(6):4006. author diversity and acceptance rates and citations in
doi: 10.3390/app13064006 peer‐reviewed Earth science manuscripts. Earth Space Sci.
2020;7(5):e2019EA000946.
23. Araf I, Idri A, Chairi I. Cost‐sensitive learning for imbalanced
medical data: A review. Artif Intell Rev. 2024;57:80. doi: 10.1029/2019EA000946
doi: 10.1007/s10462-023-10652-8 35. Callaham M. Gender bias and peer review: Annals seeks
greater diversity. Ann Emerg Med. 2019;74(6):736-739.
24. Baevski A, Zhou F, Mohamed AR. Wav2Vec 2.0: A framework
for self-supervised learning of speech representations. In: doi: 10.1016/j.annemergmed.2019.08.432
Proceedings of NeurlIPS. 2020. 36. Drozdz JA, Ladomery MR. The peer review process: Past,
25. Daneshfar F, Kabudian SJ. Speech emotion recognition present, and future. Br J Biomed Sci. 2024;81:12054.
using discriminative dimension reduction by employing a doi: 10.3389/bjbs.2024.12054
modified quantum-behaved particle swarm optimization
algorithm. Multimed Tools Appl. 2020;79(1):1261-1289. 37. Khalifa AA. A letter to the editor: The peer review process:
Past, present, and future. Br J Biomed Sci. 2025;81:14125.
doi: 10.1007/s11042-019-08222-8
doi: 10.3389/bjbs.2024.14125
26. Das R, Singh TD. Multimodal sentiment analysis: A survey
of methods, trends, and challenges. ACM Comput Surv. 38. Siau K, El-Omar E. How to write a letter to the editor. United
2023;55(13s):1-38. European Gastroenterol J. 2020;8(8):981-983.
doi: 10.1145/3586075 doi: 10.1177/2050640620956921
27. Pfeifer E, Wittmann M. Waiting, thinking, and feeling: 39. Rieke N, Hancox J, Li W, et al. The future of digital health

Volume 2 Issue 4 (2025) 20 doi: 10.36922/AIH025210049