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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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The Impact of Screen Time Duration and Eye Rest Habits on Students of Muhammadiyah 4 High School, Depok City in 2024
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Kelelahan mata umum terjadi di kalangan siswa karena penggunaan perangkat elektronik seperti smartphone yang berkepanjangan. Penelitian ini bertujuan untuk mengidentifikasi faktor-faktor yang berkontribusi terhadap keluhan kelelahan mata di SMA Muhammadiyah 4 Kota Depok, dengan fokus pada hubungan antara faktor individu, perangkat digital, dan lingkungan. Metode: Dalam penelitian ini, variabel dependen adalah kelelahan mata dan variabel independen adalah postur tubuh saat menggunaka...
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Description of Knowledge and Attitudes as Well as the Use of Artificial Sweeteners (Cyclamat And Saccharin) Around the Laweyan District Elementary Schools
Jurnal Kesehatan
Vol 19
, No 1
(2026)
Pendahuluan: Penambahan aditif makanan, khususnya pemanis buatan, oleh produsen makanan tidak terlepas dari pengetahuan dan perhatian produsen terhadap aditif makanan tersebut. Penambahan aditif makanan, khususnya pemanis buatan, pada makanan atau minuman dipengaruhi oleh beberapa faktor, termasuk rendahnya pengetahuan pedagang dan harga pemanis buatan yang relatif lebih murah dibandingkan gula. Tujuan penelitian ini adalah untuk mengetahui gambaran umum pengetahuan dan sikap pedagang tentang pe...
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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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The role of self-worth in mediating the influence of fairness on psychological wellbeing of senior high school students
This study examines the role of self-worth as a mediator in the relationship between fairness and psychological wellbeing among senior high school students. A total of 400 senior high school students from Central Java participated in this research through an online survey utilizing the Student Fairness Scale, Self-Worth Scale, and Psychological Wellbeing Scale instruments. Data were analyzed using structural equation modeling (SEM). The results demonstrated that fairness had a significant positi...
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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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Premarital guidance based on the prepare model (premarital preparation and relationship enhancement) to improve students’ readiness for marriage
The low level of marriage readiness among college students is a significant issue in the field of Guidance and Counseling, as it is linked to high rates of marital conflict and divorce among young married couples. Research on PREPARE-model-based premarital guidance services for college students remains relatively limited, particularly in the context of higher education institutions in Indonesia. This study aims to test the effectiveness of PREPARE (Premarital Preparation and Relationship Enhance...
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The influence of self-concept conflict and parental influence on emotional and personality-related career decision-making difficulties in special sports class students
This study aims to explore how self-concept conflict and parental influence impact the emergence of emotional and personality barriers in the career decision-making process, specifically among KKO students at SMA Negeri 1 Pengasih. This study employed a quantitative correlational method, involving 108 students as a sample using a saturated sampling technique. Validity was assessed through expert judgment, while reliability was calculated using Cronbach's Alpha. Data were statistically processed...
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Community-Based Screening and Risk Analysis of Adolescent Idiophatic Scoliosis
FISIO MU: Physiotherapy Evidences
Vol 7
, No 2
(2026)
Introduction: The high prevalence and potential complications of adolescent idiopathic scoliosis (AIS) highlight the importance of early screening to detect scoliosis risk and identify related factors. Early identification allows for timely monitoring of spinal deformities and early intervention, such as bracing. While most studies have focused on school-based populations, community-dwelling adolescents may also be at risk due to differences in daily physical activities and lifestyle patterns. T...
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