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All Journal INSPIRASI Biocelebes Medika Tadulako Jurnal Review Pendidikan dan Pengajaran (JRPP) Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Pengabdian kepada Masyarakat Nusantara Jurnal Abdimas Indonesia : Jurnal Abdimas Indonesia Jurnal Abdimas Bina Bangsa Jurnal EduHealth Prosiding Konferensi Nasional PKM-CSR Healthy Tadulako Journal (Jurnal Kesehatan Tadulako) Jurnal Ilmiah Kesehatan Masyarakat Jurnal Sains dan Teknologi World Psychology Research and Development in Education (RaDEn) Literacy : International Scientific Journals of Social, Education, Humanities West Science Interdisciplinary Studies West Science Interdisciplinary Studies Media Kesehatan Politeknik Kesehatan Makassar Jurnal Pengabdian Masyarakat dan Riset Pendidikan E-Amal: Jurnal Pengabdian Kepada Masyarakat Medika Tadulako: Jurnal Ilmiah Kedokteran Fakultas Kedokteran Journal Neosantara Hybrid Learning Journal of World Future Medicine, Health and Nursing
Fitriah Handayani
Unknown Affiliation
Religion Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Dentistry Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Immunology & microbiology Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Public Health Social Sciences Veterinary Other

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Artificial Intelligence in Precision Medicine: Transforming Genetic-Based Diagnostics and Patient Care Fitriah Handayani; Nurul Huda; Benny Novico Zani; Muntasir Muntasir
Journal of World Future Medicine, Health and Nursing Vol. 3 No. 4 (2025)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/health.v3i4.2520

Abstract

Precision medicine aims to tailor healthcare strategies to individual genetic, environmental, and lifestyle factors, enhancing diagnostic accuracy and treatment efficacy. Traditional approaches to genetic-based diagnostics often face challenges such as high complexity, large-scale data interpretation, and time-intensive analyses. Artificial intelligence (AI) offers transformative potential by enabling rapid, data-driven analysis of genomic information, supporting personalized patient care, and improving clinical decision-making. This study investigates the role of AI in enhancing genetic-based diagnostics and patient care within precision medicine. A systematic review and critical analysis were conducted, integrating findings from peer-reviewed research, clinical reports, and AI-based diagnostic applications. The methodology focused on evaluating AI algorithms for genetic variant detection, risk prediction, and therapeutic recommendations, as well as assessing their clinical integration and outcomes. Results indicate that AI significantly improves the speed, accuracy, and interpretability of genomic analyses, facilitating early disease detection, individualized treatment planning, and predictive risk assessment. Challenges include data privacy, algorithmic transparency, and the need for robust validation in diverse populations. The study concludes that AI integration in precision medicine represents a pivotal advancement in genetic diagnostics and patient-centered care, offering scalable solutions for complex healthcare challenges. Ethical, regulatory, and technical considerations are essential to ensure safe, equitable, and effective implementation in clinical practice.
THE IMPACT OF CLIMATE CHANGE ON EMERGING INFECTIOUS DISEASE PATTERNS: GLOBAL MITIGATION STRATEGIES FOR 2030 Fitriah Handayani; Omar Khan; Khalil Zaman
Journal of World Future Medicine, Health and Nursing Vol. 4 No. 4 (2026)
Publisher : Yayasan Adra Karima Hubbi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70177/health.v4i4.4212

Abstract

Climate change increasingly reshapes environmental conditions that influence the emergence, transmission, and geographic distribution of infectious diseases, creating significant challenges for global public health systems. This study aimed to examine the impact of climate change on emerging infectious disease patterns and to evaluate the effectiveness of global mitigation strategies through the integration of climate adaptation, environmental governance, healthcare preparedness, and One Health implementation. A mixed-methods sequential explanatory design was employed using epidemiological and environmental datasets from 72 countries. Quantitative analyses included descriptive statistics, structural equation modeling, spatial regression, time-series analysis, mediation and moderation analyses, whereas qualitative evidence was collected through semi-structured interviews, policy reviews, institutional observations, and document analysis. Findings revealed that climate vulnerability significantly increased emerging infectious disease incidence, while environmental degradation accelerated vector expansion and zoonotic spillover risks. Healthcare preparedness partially mediated the relationship between climate adaptation policies and disease control, whereas One Health implementation strengthened mitigation effectiveness through enhanced surveillance and intersectoral collaboration.  
Co-Authors Agus Triyono Ahmad Tohir Albertus Hengka Nove Amina Intes Andi Kurnia Bintang, Andi Kurnia Archristhea Amahoru Arifian, Naf'an Assar, Cindy Iriany Assar Augustinus Robin Butarbutar Aulina, Susi Bagus Kuncoro Benny Novico Zani Bloemen, Kadek Grietje Bouyea Jonathan Budi Mardikawati Cahyono Kaelan, Cahyono cahyono, didik Chandra Halim Chandra Halim Dadang Muhammad Hasyim Diah Mutiarasari Didik Cahyono Djunaedi Eko Sudarmanto Eladdadi Mark Fakhrurazy Fakhrurrazy Farlina, Baiq Fina Gabriella Bamba Ratih Lintin Georgiana Patricia Tangkilisan Geovani Ginting Grietje Bloemen, Kadek Guntur Arie Wibowo Guntur Arie Wibowo, Guntur Arie Hersiyati Palayukan Husnul Khatimah I Putu Agus Dharma Hita Ikhsan Liwang, Muhammad Nur Indah Puspasari Kiay Demak Intes, Amina Iswanto, Juni Jane Mariem Monepa Jonathan, Bouyea Joshuar, Wang Junjun Fitriani Ketut Suarayasa Khairani, Misbahul Khalil Zaman Lengam, Rino lily Runtuwene Liza Husnita Mardikawati, Budi Margareta Maricar, Nadra Mark, Eladdadi Markus Asta Patma Nugraha Mayabi Pratika Meilisa Silvana Patodo Meillisa Silvana Petodo Melissa Silvana Patodo Meryana*, A. Kurnia Bintang**, Muh. Akbar**, Susi Aulina**, Yudy Goysal**, Arifin Limoa*** Mohammad Zainul Ramadhan Mohammad Zainul Ramadhan Mohammad Zainul Ramadhan Muh Nur Ikhsan Liwang Muh. Nur Ikhsan Liwang, Muh. Nur Ikhsan Muhammad Edy Nurtamam Muhammad Ihsan Akib Muhammad Nasir Muhammad Nur Ikhsan Liwang Muhammad Nur Ikhsan Liwang Muhammad Welly Dafif Mulyani, Dwinita Muntasir, Muntasir Musiana Musiana Nasruddin Nasruddin Nilawati Nilawati Nur Afni Fadillah Nur Asmar Salikunna Nurul Huda Nurzaima, Nurzaima Omar Khan Pagan Pambudi Patodo, Melissa Silvana Pusaka, Semerdanta Rahma Badaruddin Ramadhan, Mohammad Zainul Ratna Novita Punggeti Ria Sulistiana Ria Sulistiana Ria Sulistiana Ria Sulistiana Ria Sulistiana Ria Sulistiana Rian Novita Rina Setyaningsih RR. Ella Evrita Hestiandari Salman, Mohammad Salwa Salwa Sari, Nena Puspita Siti Aisyah Steven Steven Suci Aulia Sulistiana, Ria Sulistiani. M, Nurul Ariva Suprapmanto, Joko Suriyeni, Deni Sutrisno Sutrisno Sutrisno Sutrisno TEGUH ARIFIANTO, TEGUH Tomi Apra Santosa Tsurayya Fadilah Ramadhani Vandan Wiliyanti Vera Diana Towidjojo Vierdiana, Dyah Wang Joshuar Wisnu Yusron Muhlasin Wiwid Suryono yathroh, Isry Laila Yuli Fitriana Yuli Fitriana Yultan Demmanggasa