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All Journal Jurnal Transformasi Global Buletin Ilmiah Ilmu Komputer dan Multimedia (BIIKMA) APPA : Jurnal Pengabdian Kepada Masyarakat International Journal Of Public Health
Dwi Santosa
Unknown Affiliation
Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Health Professions Law, Crime, Criminology & Criminal Justice Medicine & Pharmacology Nursing Public Health

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Penggunaan Transfer Learning dalam Klasifikasi Kanker Prostat Dwi Santosa; Ilham Fauzi; Rafli Kurnia Muslim; Taufiq Muhaziz
Buletin Ilmiah Ilmu Komputer dan Multimedia Vol 2 No 3 (2024): Buletin Ilmiah Ilmu Komputer dan Multimedia (BIIKMA)
Publisher : Shofanah Media Berkah

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Abstract

Kanker prostat merupakan salah satu jenis kanker yang paling umum di kalangan pria, dengan angka kejadian yang terus meningkat. Diagnosis dini sangat penting untuk meningkatkan prognosis pasien, namun sering terhambat oleh kompleksitas analisis citra histopatologi. Penelitian ini mengeksplorasi penerapan Transfer Learning-based Multi-Scale Denoising Convolutional Neural Network (TL-MSDCNN) untuk klasifikasi citra sel prostat normal dan kanker. Model ini dirancang untuk meningkatkan kualitas citra melalui penekanan noise dan memanfaatkan data dari berbagai sumber untuk meningkatkan akurasi diagnosis. Hasil penelitian menunjukkan bahwa TL-MSDCNN meningkatkan akurasi lebih dari 10% dibandingkan metode sebelumnya, serta menunjukkan peningkatan signifikan dalam sensitivitas dan spesifisitas deteksi. Selain itu, penggunaan AI dapat mengurangi variabilitas dalam diagnosis dan mempercepat analisis citra, menghasilkan proses diagnosis yang lebih konsisten. Temuan ini menegaskan potensi besar teknologi pembelajaran mesin dalam meningkatkan hasil perawatan pasien kanker prostat dan kualitas hidup mereka.
Penyuluhan Etika Berinternet Dan Bermedia Sosial Dengan Bijak Siswa / Siswi MTS Al -Manar Bogor Anis Ilahi Putri; Dwi Santosa; Idham Nursyifa Hadiansyah; Ilham Fauzi; Latifa Suwari Fadilla; Muhammad Ayub Yunus; Nurhaliza Zahra; Rahmat Hidayat; Rahmat Ramdani; Taufiq Muhaziz; Santi Rahayu
APPA : Jurnal Pengabdian Kepada Masyarakat Vol 2 No 6 (2025): APPA : Jurnal Pengabdian kepada Masyarakat
Publisher : Shofanah Media Berkah

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Abstract

Perkembangan teknologi informasi dan komunikasi, khususnya media sosial, telah mengubah cara berinteraksi di kalangan anak-anak dan remaja. Meskipun media sosial memberikan banyak manfaat, dampak negatif seperti perubahan perilaku dan cyberbullying menjadi perhatian utama. Penelitian ini menggunakan metode studi kasus untuk mengeksplorasi pemahaman etika media sosial di kalangan siswa MTs Al Manar. Hasil penelitian menunjukkan bahwa penyuluhan tentang etika media sosial berhasil meningkatkan kesadaran siswa mengenai perilaku yang baik dalam berinteraksi di dunia maya. Diharapkan, dengan edukasi yang tepat, siswa dapat menggunakan media sosial secara bijak dan bertanggung jawab, serta menghindari masalah hukum dan menciptakan lingkungan digital yang lebih positif.
The Effectiveness Of Vaccination Programs in Controlling Infectious Diseases in Low-Income Countries Dwi Santosa; Maria Yuliana; Budi Prasetyo; Rina Hartati
International Journal of Public Health Vol. 1 No. 1 (2024): March : International Journal of Public Health
Publisher : Asosiasi Riset Ilmu Kesehatan Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/ijph.v1i1.141

Abstract

This study evaluates the effectiveness of vaccination programs in reducing the incidence of infectious diseases in low-income countries. By analyzing immunization coverage data and disease prevalence rates, the research highlights the successes and challenges faced by vaccination initiatives. The findings indicate that comprehensive vaccination campaigns significantly decrease morbidity and mortality rates, emphasizing the need for sustained investment and community engagement to improve public health outcomes.
Peran Diplomasi Indonesia dalam Memobilisasi Sumber Daya Filantropi Global untuk Agenda Vaksinasi TBC Nasional Dwi Santosa; Rizal Aditya Hidayat
Jurnal Transformasi Global 2026: Jurnal Transformasi Global (JTG) Edisi Spesial PNMHII
Publisher : Department of International Relations, Brawijaya University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21776/ub.jtg.013.01.Suppl.1

Abstract

This study analyzes the diplomatic strategy of Indonesia in mobilizing resources from the Bill & Melinda Gates Foundation (BMGF) for the national Tuberculosis (TB) vaccination agenda. TB is positioned as a complex Human Security threat, driven by market failure and inadequacies in Global Health Governance (GHG). Employing the Pluralism/Transnationalism perspective, this research examines how Indonesia, as a middle power, moved Beyond State-Centric during the 2010–2025 period. The findings indicate that Indonesian diplomacy was highly effective due to the implementation of a Co-governance Partnership strategy. This strategy leveraged sovereign assets (such as the roles of the BPOM and PT Bio Farma’s capacity) as bargaining power to institutionalize and steer BMGF's Philanthropic Soft Power. This effectiveness is measured by the successful mobilization of funding and technology transfer for the M72/AS01E TB vaccine clinical trials, significantly reinforcing national research and vaccine industry resilience. The core implication is the evidence that developing nations can assert their agency and sovereignty in negotiations with transnational actors, transforming traditional donor-recipient relationships into long-term capacity building investments. This study contributes to the IR literature by providing an analytical framework for middle powers to manage philanthropism in service of domestic Human Security interests.
Co-Authors Anis Ilahi Putri Budi Prasetyo Idham Nursyifa Hadiansyah Ilham Fauzi Latifa Suwari Fadilla Maria Yuliana Muhammad Ayub Yunus Nurhaliza Zahra Rafli Kurnia Muslim Rahmat Hidayat Rahmat Ramdani Rina Hartati Rizal Aditya Hidayat Santi Rahayu Taufiq Muhaziz