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Camera-Based Smart Mirror with Machine Learning for Postural Analysis: System Development and Reliability Evaluation
Early postural assessment using camera-based systems remains technically challenging due to variability in user positioning and limited evaluation of measurement repeatability. This study presents the development and repeatability evaluation of a smart mirror system for automated postural analysis using pretrained pose estimation and rule-based geometric classification. The system consists of a fixed camera mounted above a mirror and a connected computing device for real-time processing and visu...
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The challenges of recovery resilience in drug addicted clients: An addiction counselor's perspective
Drug addiction is a problem for addicted clients who need help recovering from addiction counselors. However, the challenges of resilience to recovery in the outpatient rehabilitation process are caused by social stress and the lack of meaning in life. Therefore, the research objective was to explore the challenges of resilience in recovery from drug addiction from the perspective of addiction counselors. A descriptive phenomenological design was used, supported by in-depth interviews with two p...
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Analysis of Service Management in the Medical Records Unit of Montella Meulaboh Private General Hospital, West Aceh Regency
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Rekam medis adalah berkas yang berisi catatan dan dokumen mengenai identitas pasien, pemeriksaan, pengobatan, prosedur, dan layanan lain yang diberikan oleh fasilitas kesehatan kepada pasien. Penelitian ini bertujuan untuk melihat sifat deskriptif manajemen layanan di unit rekam medis Rumah Sakit Umum Swasta Montella Meulaboh, Kabupaten Aceh Barat. Metode: Penelitian ini dilakukan secara kualitatif dengan teknik pengambilan sampel menggunakan metode pengambilan sampel total, yaitu 5...
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Overview Of Hearing in Children Aged
Malik, Nur Fadhilla
; Maharani, Ratih Natasha
; Pratama, Ahmad Ardhani
; Sanna, Andi Tenri
; Namirah, Hanna Aulia
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Gangguan pendengaran terjadi pada kelompok bayi baru lahir hingga usia balita. Jika fungsi pendengaran terganggu, gangguan tersebut berdampak negatif pada perkembangan sosial dan intelektual anak serta kesehatan emosional dan mental. Pada tahun 2020, WHO memperkirakan bahwa 34 juta anak di seluruh dunia mengalami gangguan pendengaran. Deteksi dini gangguan pendengaran belum dilakukan dengan baik di negara berkembang, banyak masalah pendengaran yang tidak terdeteksi, tidak adanya pro...
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Maternal and Child Characteristics, Stimulation Practices, and Their Association with Stunting: A Cross-Sectional Study
Wijayanti, Anisa Catur
; Isnaeani, Farida Nur
; Wulandari, Windi
; Werdani, Kusuma Estu
; Puspita, Widya Galih
; Pratiwi, Septiani Cipta
; Sahda, Renaya Amelia
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Stunting adalah bentuk malnutrisi kronis pada masa kanak-kanak yang mengganggu pertumbuhan fisik, perkembangan kognitif dan motorik, serta produktivitas jangka panjang. Puskesmas Trucuk II di Kabupaten Klaten memiliki prevalensi stunting tertinggi di kabupaten tersebut (22,7%). Penelitian ini mengkaji perbedaan usia anak, usia ibu, stimulasi, dan perkembangan anak dalam kaitannya dengan kejadian stunting. Metode: Penelitian potong lintang dilakukan di wilayah kerja Puskesmas Trucuk...
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Differences in Knowledge Levels in Providing Online Fire Simulations and Offline Fire Simulations at a Steel Manufacturing Company in Semarang
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Perusahaan manufaktur besi dan baja memiliki potensi bahaya kebakaran yang tinggi karena proses produksinya menggunakan suhu di atas 400°C. Oleh karena itu, kemampuan pekerja dalam menurunkan risiko kebakaran dan merespons keadaan darurat kebakaran sangat diperlukan. Metode: Penelitian ini merupakan penelitian kuantitatif dengan metode kuasi-eksperimen menggunakan desain pre-test dan post-test. Penelitian melibatkan 50 pekerja yang dibagi menjadi dua kelompok. Kelompok pertama mend...
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When the fear of being left behind becomes a burden: A correlational study between fear of missing out and psychological distress among millennials
Life in the modern era has been characterized by increased social media use and heightened psychological pressures among millennials, including anxiety, stress, and depression. Fear of missing out (FoMO), defined as the apprehension of being left behind from others’ social experiences, may contribute to elevated psychological distress. This study aimed to examine the relationship between FoMO and psychological distress among millennials. This study employed a quantitative approach with a bivaria...
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From school to state university: The role of teachers in building high school students' motivation for further education
Higher education plays an important role in improving human resource quality and social mobility. However, participation in higher education among Indonesian high school graduates remains relatively low, particularly in peripheral regions such as South Bangka Regency. This study aimed to explore the role of teachers in fostering Grade XII students’ motivation to pursue public universities. A descriptive qualitative approach was employed involving 14 participants, including principals, homeroom t...
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Student academic hardiness: descriptive analysis and its relationship with individual characteristic
Harahap, Ade Chita Putri
; Indreswari, Henny
; Hidayah, Nur
; Setyowati, Arbin Janu
; Ramli, M
; Makhsin, Mardzelah Binti
; Harahap, Dinda Permatasari
; Simarmata, Sari Wardani
This study aims to analyze students' academic hardiness and examine its differences based on individual characteristics as well as its relationship with academic achievement. This research employed a quantitative approach with a descriptive and correlational design. The participants consisted of 103 students selected using accidental sampling. Data were collected using a Likert-scale questionnaire measuring the dimensions of commitment, control, and challenge. Data analysis was conducted using d...
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Integrated Sustainable Manufacturing and Waste Management Framework for Medium-Density Fiberboard (MDF): Finite Element Methods-Based Structural Optimization for Bookshelf Applications
Medium-density fiberboard (MDF) is commonly used in furniture manufacture because of its consistent qualities, low cost, and ease of processing. However, its relatively short lifespan and rising market demand have resulted in substantial waste generation, posing serious environmental and disposal concerns. This study provides an integrated sustainable manufacturing and waste management framework for MDF that incorporates artificial intelligence technology and finite element method (FEM)-based st...
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