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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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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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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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The Effect of Hydrotherapy on Balance and Mobility in Post Stroke: Meta Analysis
FISIO MU: Physiotherapy Evidences
Vol 7
, No 2
(2026)
Introduction: Stroke is one of the leading causes of disability, affecting balance and mobility. Physical therapy rehabilitation efforts continue to be developed to optimize the recovery of motor function. Hydrotherapy, with the unique properties of the aquatic environment, is believed to offer therapeutic benefits in improving physical function and quality of life for post-stroke patients. This study aims to systematically and quantitatively evaluate the effectiveness of hydrotherapy in improvi...
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Pengaruh Edukasi Ibu Hamil terhadap Pencegahan Stunting di Desa Yamansari, Kabupaten Tegal
Stunting adalah masalah gizi kronis yang menjadi tantangan besar dalam bidang kesehatan masyarakat, terutama di wilayah dengan prevalensi tinggi seperti Kabupaten Tegal. Penelitian ini bertujuan untuk menganalisis pengaruh edukasi terhadap pengetahuan dan perilaku ibu hamil dalam mencegah stunting di Desa Yamansari. Penelitian ini menggunakan metode kuantitatif dengan pendekatan deskriptif dan analisis regresi. Hasil penelitian menunjukkan bahwa edukasi memiliki pengaruh positif terhadap peningk...
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Collaborative leadership between principals and school counselors as a predictor of students' PERMA well-being in wetland-based senior high schools
Student well-being is increasingly recognized as a core indicator of educational quality, yet its structural and leadership determinants remain underexplored in wetland-based school systems. This study critically examines whether collaborative leadership between principals and school counselors predicts students’ PERMA well-being in public senior high schools in Provinsi Kalimantan Selatan, Indonesia. Using a multisite quantitative survey, data were collected online from 12 randomly selec...
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Technology-Driven Digital Marketing Strategies and their Impact on E-commerce Purchase Decisions
The rapid growth of internet penetration and digital platforms has transformed marketing practices in Indonesian Vocational Training Centers (LPKs). However, inconsistent outcomes in trainee recruitment highlight a gap in understanding the effectiveness of digital marketing in this context. This study aims to examine the effect of digital marketing on purchase intention, with consumer engagement as a mediator and consumer trust as a moderator. Data were collected from 384 trainees in East and We...
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Digital Lean-Process Framework for Creative-Industry Efficiency (Case: Sipirok, Indonesia)
This study develops a community empowerment model for the creative economy by integrating local wisdom, education, institutional support, and technology while applying Value Stream Mapping (VSM) to reduce process inefficiencies affecting sustainable tourism. The research introduces Lean-based process optimization using engineering metrics such as cycle time, uptime, and defect ratio. Results indicate that Lean interventions reduced cycle time by 25.3%, increased uptime by 6.8%, and decreased wai...
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Exploring Mathematics Teachers’ Perceptions of ChatGPT for Personalized Learning and Technology Dependence
The development of artificial intelligence, particularly ChatGPT, has begun to influence mathematics learning in classrooms. This technology is not only used as a learning support tool but also affects how teachers teach and how students understand mathematical concepts. This study aims to analyze the effectiveness of ChatGPT in mathematics learning, its benefits and challenges, and the potential for technology dependence based on mathematics teachers’ perspectives. This study employed a System...
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Problem-Solving Ability In Arithmetic Sequences And Series Using Problem-Based Learning
This study aims to describe the learning process on the topic of sequences and series using the Problem-Based Learning (PBL) approach, and to describe students' mathematical problem-solving abilities on the topic of arithmetic sequences and series using the Problem-Based Learning (PBL) approach. The study was conducted at SMA Negeri 1 Adonara Tengah in February 2026. The subjects of this study were 16 students in Grade XI. The data collection techniques used were learning process, written tests,...
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