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Penerapan algoritma K-Nearest Neighbors (KNN) untuk klasifikasi citra medis
Ujianto, Nur Tulus
; Gunawan
; Fadillah, Haris
; Fanti, Azizah Permata
; Saputra, Aryan Dandi
; Ramadhan, Ilham Gema
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
This study aims to optimize the implementation of the K-Nearest Neighbors (K-NN) algorithm for medical image classification by focusing on selecting the optimal KKK parameter and applying dimensionality reduction techniques to improve accuracy and efficiency. The data used was sourced from public medical image repositories such as The Cancer Imaging Archive (TCIA) and Medical Image Analysis datasets, covering various diseases, including brain tumors, lung cancer, and kidney lesions. The research...
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6 Sitasi
Evaluasi Kinerja Cooling Tower CT-2211A-B Unit Utilitas Produksi IA PT Petrokimia Gresik
Muchammad, Raka Selaksa Charisma
; Nurmawati, Ardika
; Saputro, Erwan Adi
; Juwana, Krishna Rahmad
; Handy, Febry Widiatniko
; Pinandita, Indrawan
Dinamik
Vol 30
, No 1
(2025)
Setiap industri membutuhkan air pendingin (cooling water) sebagai unit pendukung dalam proses produksinya, termasuk industri petrokimia yang memerlukan air pendingin (cooling water) agar proses produksinya dapat berjalan dengan lancar. Untuk meningkatkan serta menjaga penggunaan air pendingin (cooling water) , maka digunakan alat cooling tower yang berfungsi untuk me-recycle air kondensat menjadi air pendingin (cooling water) kembali. Penggunaan alat cooling tower ini dinilai sangat penting, seh...
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Penggunaan Multivariat Model Bidirectional LSTM untuk Prediksi Cuaca: Optimalisasi Waktu Tanam Padi Petani Kabupaten Garut
Jurnal Ilmiah Sinus
Vol 23
, No 1
(2025)
The unpredictability of climate conditions poses significant challenges for agricultural activities, particularly in Garut Regency, where traditional knowledge often guides planting schedules. This study aims to optimize rice planting schedules by employing a Bidirectional Long Short-Term Memory (BiLSTM) model for multivariate time series forecasting of weather parameters. The research utilized meteorological data from BMKG, including average temperature, relative humidity, rainfall, and sunshin...
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Peran Pemeriksaan Rutin Penyakit Sindrom Metabolik dalam Upaya Mengurangi Risiko Kerapuhan dengan Pemeriksaan Frail pada Kelompok Usia Lanjut
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
Metabolic syndrome, encompassing hypertension, elevated blood glucose levels, high cholesterol, and increased waist circumference, is a significant risk factor for frailty in older adults. The FRAIL questionnaire is a screening tool that assesses five components of frailty, enabling early detection for appropriate intervention. This community service program was conducted using the PDCA (Plan-Do-Check-Act) method with 93 elderly participants. Health education and screening for metabolic syndrome...
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The Influence of Using “Hello Talk” Smartphone Application on Android Platform in Improving Students’ Learning Outcomes in Listening Class
International Journal of English Linguistic, Literature, and Education
Vol 6
, No 2
(2024)
This study aims to determine the influence of using the Hello Talk application based on the Android smartphone platform on improving the learning outcomes of English Education students at UNU Purwokerto in the listening class. The media used in the Hello Talk application are chat and voice-to-text features to assist in learning listening. Conversations which is used in application could be conducted personally or in group. Hello Talk plays a significant role in literacy culture in improving list...
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DESIGN AND BUILD AN IOT-BASED OXYGEN CONCENTRATION MEASURING DEVICE (O2) MICROCONTROLLER ESP32 ON BENNETT 840 PURITAN VENTILATOR
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 5
, No 2
(2024)
IoT systems allow users to monitor and control devices remotely using a smartphone or other device connected to the internet. IoT systems can help improve efficiency, effectiveness, and security in a variety of applications. One of the uses of IoT systems in the field of Health is to combine IoT devices with medical sensors. This research integrates Internet of Things (IoT) technology with oom202 sensor to detect and regulate oxygen (O2) concentration in Puritan Bennett 840 ventilator, especiall...
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DESIGN IMPLEMENTATION ON HOT PLATE MAGNETIC STIRRER WITH HIGH RPM MOTOR
Ulin Nuha ABA, Muhammad
; Kuspranoto, Abdul Haris
; Muslihun
; Saktira P.S, Riza
; Tri Harsoyo, Imam
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 5
, No 2
(2024)
Hotplate magnetic stirrer is laboratory equipment used to mix solutions to make them more homogeneous by utilizing a heater and magnetic rod controlled by a high RPM motor, as well as several other supporting components. All these components are assembled into one good tool. In order to produce a good magnetic stirrer hotplate tool, it is necessary to make a planning design to produce a magnetic stirrer hotplate tool that is ergonomic and functional. In designing this tool, several stages of lit...
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IMPLEMENTATION OF DIGITAL MOVING AVERAGE FILTER ON SKIN SENSOR INFANT WARMER TO MEASURE TEMPERATURE
MEDIKA TRADA : Jurnal Teknik Elektomedik Polbitrada
Vol 5
, No 2
(2024)
Accurate and stable measurement of a baby's body temperature is a critical element in neonatal care, especially for premature babies or babies with medical conditions that require intensive attention. Currently, skin sensors integrated with infant warmers are a common solution for continuously monitoring baby's body temperature. However, temperature fluctuations and environmental noise can interfere with measurement accuracy. This research aims to increase the accuracy of temperature measurement...
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Pemanfaatan Limbah Rumah Tangga menjadi Kompos
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 3
(2024)
The purpose of this activity is to encourage increased household management skills in household waste processing in Kaliprau Village, Ulujami District, Pemalang Regency. The objectives are: 1) Increasing community/household knowledge about management, especially household/home waste processing; 2) Developing home business skills in household waste processing so that it grows into one of the drivers (centers) of family economic movement. The results of this activity: 1) Increasing knowledge, unde...
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Perancangan Pintu Otomatis Berbasis Arduino Menggunakan Sensor Pir
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
Traditional doors usually consist of a housing or padlock and a flip key to open it. Usually found on office or mall doors, doors can be made more practical. The door will open automatically if there is physical energy (stimulus) that moves it. For example, when someone wants to enter the room, the door will automatically open. Doors like this are designed using automatic control using embedded system equipment. This automatic door system can be designed using automatic control combined with PIR...
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