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Dataset and Feature Analysis for Diabetes Mellitus Classification using Random Forest
Mustofa, Fachrul
; Safriandono, Achmad Nuruddin
; Muslikh, Ahmad Rofiqul
; Setiadi, De Rosal Ignatius Moses
Journal of Computing Theories and Applications
Vol 1
, No 1
(2023)
Diabetes Mellitus is a hazardous disease, and according to the World Health Organization (WHO), diabetes will be one of the main causes of death by 2030. One of the most popular diabetes datasets is PIMA Indians, and this dataset has been widely tested on various machine learning (ML) methods, even deep learning (DL). But on average, ML methods are not able to produce good accuracy. The quality of the dataset and features is the most influential thing in this case, so deeper investment is needed...
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32 Sitasi
Penerapan Range Of Motion Aktif Terhadap Pemulihan Kekuatan Otot Dan Sendi Pada Pasien Post Op Fraktur Ekstremitas Di Ruang Bedah RSUD Pandan Arang Boyolali
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 1
, No 3
(2023)
Background: The prevalence of fractures in Indonesia is quite high, namely the incidence of fractures in the lower extremities is 46.2%. The habit of patients with extremity fractures does not mobilize, causing a negative impact on muscle and joint strength, namely physical mobilization barriers and followed by muscle atrophy. One of the efforts to improve muscle and joint strength is to do Range Of Motion independently. Objective: To determine the application of active Range Of Motion to muscle...
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Digital Marketing Training to Increase Luwuk Farmers' Association Sales
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 2
, No 3
(2023)
The goal of this PKM is to solve partner issues through digital sales applications (digital marketing) so that PPL products can reach a wide number of people. via a participatory approach, activities for farmers are being implemented by working together to develop answers via digital sales methods. Indonesia, like the rest of the world, is going through difficult circumstances. This is because the COVID-19 pandemic continues to spread, causing people's income to fall. As a result, one must be ab...
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Analisis Pengetahuan Ibu Tentang Tumbuh Kembang Dengan Perkembangan Motorik Kasar Usia 1-2 Tahun Di Wilayah Kerja Puskesmas Parsoburan Kota Pematang Siantar Tahun 2023
Magdalena Junita Sumiati Tambunan
; Martaulina Sinaga
; Sri Mulati Nendah Agreta
; Rosmega Rosmega
; Cici Framita Lbn Gaol
; Aprialdo Pranata Sidauruk
Jurnal Anestesi: Jurnal Ilmu Kesehatan dan Kedokteran,
Vol 1
, No 3
(2023)
Delayed motor development in children means that motor development has not been developed as it should be, at the child's age, which results in the child not being able to carry out developmental tasks appropriate to his age group. Delayed motor development in children, some of which can be controlled and some of which cannot. This delay is often caused by the child's lack of opportunity to learn motor skills, excessive parental protection, or the child's lack of motivation to learn them. This r...
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Perbandingan Naïve Bayes dan KNN Dalam Klasifikasi Tweet BBM Subsidi
Jurnal Elektronika dan Komputer
Vol 16
, No 1
(2023)
The government that is running at this time is also not spared from public comments on Twitter, especially regarding the increase in subsidized fuel. There are at least 4 impacts felt by the community when subsidized fuel prices increase, namely a decrease in people's purchasing power, an increase in basic prices, an increase in the unemployment rate and an increase in the poverty rate. This study aims to implement the Naïve Bayes Classifier and KNN algorithms in classifying a tweet of an increa...
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2 Sitasi
Sistem Monitoring Hasil Pemanenan Madu Berbasis IoT
Jurnal Elektronika dan Komputer
Vol 16
, No 1
(2023)
Honey is a natural liquid that contains a lot of sugar produced by bees (genus Apis) from flower nectar and has a sweet taste. Honey contains a multitude of benefits that are good for the body, including being a source of nutrients, improving body metabolism, anti-bacterial, and others. The purpose of designing the Honey Harvest Monitoring System with ARDUINO-based IOT is to help breeders maximize honey harvesting results. This study aims to design an intelligent system for controlling the tempe...
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Analisis Hasil Ukur Sensor Arus dan Tegangan untuk Memantau Daya Listrik berbasis Microcontroller
Jurnal Elektronika dan Komputer
Vol 16
, No 1
(2023)
The community's need for electric power is increasing and efforts to monitor electric power are to obtain information on the results of measurements of voltage and electric current. Based on the analysis of the measurement results, it can be concluded that (1) the current measurement is more optimal when using the SCT-013 current sensor, (2) the voltage measurement is more optimal when using the PZEM-004T voltage sensor, (3) the difference in measurements using the current sensor is greater than...
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Hubungan Obesitas dengan Kejadian Nyeri Lutut pada Lansia
Jurnal Fisioterapi dan Ilmu Kesehatan Sisthana (JUFDIKES)
Vol 5
, No 2
(2023)
Obesity is one of commonly found problem, with the numbers rising globally. Obesity also often associated with other conditions, such as heart disease, stroke, diabetes, and osteoarthritis. This study aims to find out the correlation between obesity and incidence of knee pain for elderly. The study is an analytic observational study with cross-sectional design, that’s done at Sasana Tresna Werda RIA Pembangunan in January 2019. The population for this study is the elderly with minimum 60 years o...
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1 Sitasi
Penyuluhan Kecemasan pada Remaja Siswa/I Kelas X di Sekolah Menengah Atas Kalam Kudus II, Jakarta
Robert Kosasih
; Eko Kristanto Kunta Adjie
; Daniel Ruslim
; Hans Sugiarto
; Fernando Nathaniel
; Dean Ascha Wijaya
; Giovanno Sebastian Yogie
Jurnal Pengabdian Kepada Masyarakat Sisthana
Vol 5
, No 1
(2023)
Anxiety among adolescents is a growing concern due to its significant impact on their mental and physical well-being. Providing anxiety education in schools can be a crucial step in imparting understanding and stress management strategies to teenagers. This activity aims to conduct an anxiety education program for 10th-grade students at Kalam Kudus II Senior High School, Jakarta. The program is implemented using the PDCA (Plan-Do-Check-Act) method, comprising four stages. The planning stage invo...
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RANCANG BANGUN ALAT UKUR PULSE OXIMETRY, HEART RATE DAN TEMPERATUR MANUSIA BERBASIS ARDUINO MEGA
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 4
, No 1
(2023)
Perkembangan teknologi yang semakin cepat salah satunya dibidang Elektro Medik yaitu Pulse Oximetry yang merupakan alat untuk memonitoring keadaan saturasi oksigen dalam darah (SpO2). Pulse oximetry yang saat ini kebanyakan digunakan untuk melihat saja tetapi tidak dapat menyimpan data hasil pemeriksaan. Pulse oximetry yang dilengkapi dengan printer thermal dapat melihat hasil pendataan dengan akurat dan bisa disimpan untuk keperluan yang akan digunakan untuk meneliti keadaan pasien rawat jalan,...
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