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Leveraging SAMME for Improved Multi-Class Cirrhosis Diagnosis in Clinical Settings
Sulistyawati, Arum Kurnia
; Meliala, Dyan Avando
; Soejono, Ajie Wibowo
; Sari, Dini
; Hiswati, Marselina Endah
; Diqi, Mohammad
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 1
(2025)
This study explores the use of the SAMME algorithm to develop a predictive model for identifying various stages of cirrhosis. The dataset includes 418 records with 20 attributes, targeting the classification of cirrhosis stages: C (censored), CL (censored due to liver transplantation), and D (death). The model achieved an overall accuracy of 94%, demonstrating high precision and recall for classes C and D. However, the precision for class CL was lower, indicating a tendency to over-predict this...
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Analysis of Midwives’ Perceptions of Training Needs at Puskesmas in Five Districts / Cities in Surakarta Prefecture
Jurnal Kesehatan
Vol 18
, No 1
(2025)
Pendahuluan: Bidan merupakan salah satu tenaga kesehatan yang dituntut memiliki keterampilan dalam pelayanan kebidanan. Penelitian ini bertujuan untuk menganalisis persepsi bidan terhadap kebutuhan pelatihan di puskesmas 5 Kabupaten/Kota di Karisidenan Surakarta. Metode: Penelitian ini merupakan penelitian kuantitatif observasional deskriptif dengan menggunakan rancangan cross sectional yang dilakukan pada bidan puskesmas di 5 Kabupaten/Kota Karisidenan Surakarta. Kuesioner penelitian menggunaka...
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Rancangan Sistem PLTS Unuk Penerangan Rumah Tinggal Di Desa Sugihmanik
Jurnal Elektro dan Teknologi Informasi
Vol 3
, No 2
(2025)
Abstrak-Penelitian ini bertujuan untuk mengetahui bagaimana rancangan sistem PLTS dan aplikasi solar cell untuk penerangan. Untuk penerapannya dalam penelitian kali ini akan diterapkan pada rumah tinggal penulis dengan luas 148,5 m2 dengan 8 titik lampu . Rumusan masalah dalam penelitian ini adalah: Penggunaan total daya 65 Watt untuk memenuhi 7 titik lampu?. Bagaimana rancangan dan aplikasi PLTS untuk system penerangan?. Berapakah efisiensi daya listrik penggunaan solar cell?. Menghitung kapas...
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Peran Sumber Daya Manusia, Pendidikan, dan Kebijakan Pemerintah dalam Meningkatkan Pertumbuhan Ekonomi Indonesia
Devi Prameswati
; Fikria Hanifa Nabiha
; Flira Tri Octaviani
; Puri, Gista Alfania
; Kayla Aryani Putri Nugroho
; Ahmad Setiawan Nuraya
DHARMA EKONOMI
Vol 32
, No 1
(2025)
The study was conducted to analyze the relationship between the quality of human resources (HR) and economic growth in Indonesia which aims to determine the role of Human Resources, Education, and Government Policy in Indonesia's economic growth. By using descriptive qualitative research methods, data were collected through literature studies by collecting journals and articles spread across the Internet. The results of the study obtained were that 1) The Role of Human Resources in Economic Grow...
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Design and Construction of Web Application for Online Management of Electromedical Device Calibration Using Laravel Framework: Rancang Bangun Aplikasi Web Pengelolaan Pengkalibrasian Alat Elektromedis secara Online Menggunakan Framework Laravel
RADIANT: Journal of Applied, Social, and Education Studies
Vol 6
, No 1
(2025)
This study developed a Laravel-based web application to manage electromedical device calibration data online. The application offers greater efficiency and integration compared to manual methods such as Excel or Word. Key features include centralized data storage, cloud integration, and the ability to print calibration certificates directly from the system. Using the R&D method and Blackbox testing, all features were proven to function correctly without errors. User testing also showed that...
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Perancangan Mesin Pemotong Sukun Ergonomis Berbasis Analisis Risiko Ergonomis dan Keluhan Musculoskeletal Disorders (MSDs)
Majalah Ilmiah Momentum
Vol 21
, No 1
(2025)
Proses pemotongan sukun di UMKM Mastif di Kelurahan Gunung Simping, Kabupaten Cilacap, masih dilakukan secara manual dengan menggunakan tangan dan alat sederhana. Praktik ini dapat menyebabkan timbulnya keluhan gangguan muskuloskeletal seperti nyeri punggung, nyeri leher, dan kelelahan tubuh lainnya. Penelitian ini memiliki tujuan untuk mengidentifikasi keluhan muskuloskeletal yang terkait dengan postur kerja saat melakukan pemotongan sukun, menganalisis, serta mengevaluasi postur kerja saat men...
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Artificial Intelligence in Personalized Marketing: Strategies for Enhancing Consumer Engagement
Advance Sustainable Science, Engineering and Technology (ASSET)
Vol 7
, No 2
(2025)
This study examines the use of artificial intelligence (AI) in personalized marketing to boost consumer engagement. Using a systematic literature review from Scopus, DOAJ, and Google Scholar, it finds that AI helps predict consumer behavior, optimize communication, and deliver real-time adaptive content. These capabilities enhance customer satisfaction and loyalty. However, challenges such as data privacy, ethical concerns, and the need for human oversight remain. The study recommends investing...
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Pengaruh Penerapan Standar Akuntansi UMKM Terhadap Kualitas Laporan Keuangan UMKM Pada UMKM Tercatat di Kecamatan Lakarsantri
JURNAL EKONOMI MANAJEMEN AKUNTANSI
Vol 31
, No 1
(2025)
The purpose of this study is to assess how the Financial Accounting Standard for Micro, Small, and Medium Entities (SAK EMKM) has improved the quality of financial statements of businesses in Lakarsantri Sub-district. Using a survey-based quantitative research methodology, information was collected from 40 MSME respondents through questionnaires. Partial Least Square (PLS) analysis was conducted on the data using WarpPLS software version 8.0. The results show that the implementation of SAK EMKM...
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Using Learning Media to Improve Beginning Reading Skills
Paudia
Vol 14
, No 2
(2025)
Early reading literacy is an important foundation in the development of early childhood literacy skills that have a direct impact on their readiness to enter primary education. The urgency of this research is based on the low awareness of the importance of literacy stimulation from an early age and the limited utilization of contextual learning media. This study aims to examine in depth the concept of early reading literacy, the learning approaches used in its introduction, and the effectiveness...
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Qualitative Analysis of Physics Learning Problems in High School Based on Students' Intrinsic and Extrinsic Factors
Radiasi: Jurnal Berkala Pendidikan Fisika
Vol 18
, No 1
(2025)
This study aims to analyze the problems in Physics learning at SMAN 1 Punggur. This study is a qualitative research with a grounded theory design focusing on intrinsic and extrinsic factors that influence student understanding. The informants of the study were students and physics teachers at SMAN 1 Punggur. Intrinsic factors include motivation and interest in learning, students' initial abilities, conceptual difficulties, students' practical skills, understanding of abstract concepts, problem-s...
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