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All Journal Jurnal Ilmu Pertanian Indonesia Berkala Ilmiah Pertanian Agrovigor: Jurnal Agroekoteknologi AGRIVITA, Journal of Agricultural Science REKAYASA Jurnal Agro Jurnal Ilmiah Pangabdhi JURNAL HAMA DAN PENYAKIT TUMBUHAN TROPIKA SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan AGROLOGIA : Jurnal Ilmu Budidaya Tanaman Dharma Raflesia : Jurnal Ilmiah Pengembangan dan Penerapan IPTEKS Jurnal Abdimas Indonesia : Jurnal Abdimas Indonesia Jurnal Riset Perkebunan (JRP) Journal of Advanced Health Informatics Research Jurnal Media Akademik (JMA)
Syaiful Khoiri
Universitas Trunojoyo Madura
Religion Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Journal : Journal of Advanced Health Informatics Research

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A Short Review on Harnessing Bioinformatics for Food Safety: Computational Approaches to Detecting Foodborne Pathogens Syaiful Khoiri; Victor Davy Moussango
Journal of Advanced Health Informatics Research Vol. 2 No. 3 (2024)
Publisher : Peneliti Teknologi Teknik Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59247/jahir.v2i3.296

Abstract

Foodborne diseases remain a significant global public health concern, affecting millions annually and causing substantial economic losses. Traditional microbiological methods for pathogen detection, such as culture-based identification and polymerase chain reaction, are often time-consuming and lack sensitivity. The integration of bioinformatics and high-throughput sequencing technologies, including next-generation sequencing and metagenomics, has revolutionized foodborne pathogen detection by enabling rapid, accurate, and culture-independent identification. Machine learning and artificial intelligence further enhance food safety monitoring through predictive modeling and risk assessment, facilitating early outbreak detection and improved contamination control. Whole genome sequencing has emerged as a gold standard for public health surveillance, allowing for precise pathogen characterization and antimicrobial resistance tracking. Data-sharing networks, such as GenomeTrakr and PulseNet, have strengthened global collaboration, enhancing real-time pathogen monitoring. However, challenges persist in data integration, technical expertise, and infrastructure development, which hinder the widespread adoption of these technologies. Addressing these barriers requires standardized protocols, AI-driven predictive models, and interdisciplinary collaboration between public health, industry, and academia. As bioinformatics continues to evolve, its role in pathogen surveillance, outbreak prevention, and food safety management will become increasingly vital. Advancements in bioinformatics tools and AI-driven approaches will ensure a more efficient, data-driven, and globally coordinated response to foodborne disease threats
Co-Authors . Giyanto Abdiatun Abdiatun Achmad Amzeri Achmad Djunaedy Ahmad Arsyadmunir, Ahmad Ahmad Syaiful Umam Aldri Frinaldi Ali Wafa Aliyatul Najiyah Anestesia Hayyu Palupi, Mandayu Ardhia Regita Cahyani Arman Adrian Maulana Avrihna Annavathiena Kusnadi Azari, Dheananda Fyora Hermansyah Badami, Kaswan Baroroh Ari Retnani Damayanti, Denia Rista Darmawan, Dery Anugerah Deswita Syahda Firani Dheananda Fyora Hermansyah Azari Dita Atasa Dita Megasari Dwi Elvira, Nolla Eva Monica Firani, Deswita Syahda Gita Pawana Himmatul Khasanah Iis Putri Oktavianingsih Insiatun Navila Kaswan Badami Khairatul Muhlisa Maulana, Arman Adrian Moh. Afdol Mohammad Syafii Mualim Mualim Mustika Tripatmasari Mustika Tripatmasari Najiyah, Aliyatul Nasirul Wahid Navila, Insiatun Nurholis Oktaviana Qurrotu Aini, Anisah Ramadhanis Nova Marisca Shafira Desty Adisa Siti Nurlaella Siti Sa’diatun Ni’mah Suhartono Suryono, Edy Syamsiyah, Zahratus TRI ASMIRA DAMAYANTI Triwidyantari, Rina Aulia Utami, Ciwuk Sri Victor Davy Moussango Windriyanti, Wiwin Yusriah Yusriah Zakira Afifu Dzikriyah Zhi Zhantara Meida Galuh Kartika