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Menampilkan 3981–3990 dari 10214 artikel
Optuna Based Hyperparameter Tuning for Improving the Performance Prediction Mortality and Hospital Length of Stay for Stroke Patients
Tikaningsih, Ades
; Universitas Amikom Purwokerto
; Lestari, Puji
; Universitas Amikom Purwokerto
; Nurhopipah, Ade
; Universitas Amikom Purwokerto
; Tahyudin, Imam
; (Scopus ID: 56764427700, Universitas Amikom Purwokerto)
; Winarto, Eko
; RSUD Banyumas Polyclinic Neural
; Hassa, Nazwan
; RSUD Banyumas Polyclinic Neural
Telematika
Vol 17
, No 1
(2024)
Cardiovascular disease (CVD) stands as the foremost contributor to worldwide mortality, with strokes as part of significant CVD. Research on potential mortality risks and hospitalizations for stroke patients became crucial as a basis for evaluation to improve the quality and control of stroke patient services. Although machine learning technology has been widely used in health data analysis, understanding the relative performance and characteristics of machine learning (ML) models is still limit...
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Deep Learning for Histopathological Image Analysis: A Convolutional Neural Network Approach to Colon Cancer Classification
Telematika
Vol 17
, No 1
(2024)
Colon cancer is a type of cancer that attacks the last part of the human digestive tract. Factors such as an unhealthy diet, low fiber consumption, and high animal protein and fat intake can increase the risk of developing this disease. Diagnosis of colon cancer requires sophisticated diagnostic procedures such as CT scan, MRI, PET scan, ultrasound, or biopsy, which are often time-consuming and require particular expertise. This study aims to classify colon cancer based on histopathological imag...
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Penyuluhan Bahaya Seks Bebas terhadap Kalangan Remaja di SMK Gelora Jaya Nusantara Medan Sumatera Utara
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 1
(2024)
Wrong relationships influence sexual behavior, especially among teenagers. Casual sex is a relationship between a man and a woman that does not involve marriage. To prevent this from happening, the role of parents is very important. However, in reality, many parents feel that their children do not receive enough attention due to busy schedules and limited supervision time, so that many teenagers have problems. Apart from that, environmental influences (peers) can have a negative impact. The aim...
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A Technical Review of the State-of-the-Art Methods in Aspect-Based Sentiment Analysis
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
With the advent and rapid advancement of text mining technology, a computer-based approach used to capture sentiment standpoints from data in textual form is increasingly becoming a promising field. Detailed information about sentiment can be provided using aspect-based sentiment analysis, which can be used in better decision-making. This study aims to study, observe, and classify previous methods used in aspect-based sentiment analysis. A systematic review is adopted as the method used to colle...
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15 Sitasi
Dataset Analysis and Feature Characteristics to Predict Rice Production based on eXtreme Gradient Boosting
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Rice plays a vital role as the main food source for almost half of the global population, contributing more than 21% of the total calories humans need. Production predictions are important for determining import-export policies. This research proposes the XGBoost method to predict rice harvests globally using FAO and World Bank datasets. Feature analysis, removal of duplicate data, and parameter tuning were carried out to support the performance of the XGBoost method. The results showed excellen...
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33 Sitasi
GAMBARAN PENGGUNAAN ANTIBIOTIK DI APOTEK JAVA FARMA, TELUKAN, GROGOL, SUKOHARJO.
Jurnal Ilmiah Sains dan Teknologi
Vol 6
, No 01
(2024)
Berdasarkan laporan WHO dalam Antimicrobial resitance : Global report on Surveillance menunjukan bahwa Asia Tenggara memiliki angka tertinggi dalam kasus resistensi antibiotik di dunia, khususnya infeksi yang disebabkan oleh Staphylococcus aureus yang resisten terhadap Methicillin, sehingga mengakibatkan menurunnya fungsi antibiotik tersebut. Hasil penelitian pasien cenderung menggunakan antibiotik tanpa resep dokter dengan tingkat pengetahuan pasien yang minim dan sebagain besar pasien me...
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Pengaruh Penambahan Jamur Kuping Hitam (Auricularia Polytricha) Terhadap Sifat Kimia dan Organoleptik Nugget Ikan Tongkol Abu-Abu (Thunnus Tonggol)
Jurnal Agrifoodtech
Vol 2
, No 2
(2024)
Fish nuggets are a food that is quite popular with people because they contain high nutrition. Addition of black ear mushrooms to gray tuna nuggets to increase nutritional value and crude fiber content and acceptability. This study aims to determine the effect of the correct concentration of black ear fungus on chemical and organoleptic properties. This research was conducted using a completely randomized design method (CRD) with 4 treatments at the concentration of addition of black ear fungus...
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Penguatan Legalitas Produk Pangan Halal Pada UMKM Menuju Terwujudnya Ketahanan Pangan
Jurnal Agrifoodtech
Vol 2
, No 2
(2024)
The improvement of food resilience in Indonesia, especially in the context of Micro, Small, and Medium Enterprises (UMKM) household industries, is a primary focus to achieve optimal food resilience. This write-up is a literature review related to the empirical phenomenon surrounding the issue of halal food products, discussing the strengthening of the legal aspects of halal food products in MSME household industries as a strategic step towards optimal food resilience. Halal food products are an...
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Pengenalan Keselamatan, Kesehatan Kerja dan Lingkungan (K3L) serta Perilaku Hidup Sehat dengan penerapan Zero Waste
Jurnal Pengabdian Kepada Masyarakat
Vol 1
, No 1
(2024)
AKS Ibu Kartini is a Vocational College where 80% of student activities are in work laboratories which are at risk of work accidents, so it is necessary to conduct outreach on the introduction of Occupational Safety, Health and the Environment (K3L). The aim of the outreach is for participants to know and apply K3L at work to improve health, minimize work risks, create a healthy work environment, and increase work productivity and healthy living behavior with Zero Waste. The methods used for soc...
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The Use of Google Translate and U-Dictionary as Machine Translation for Translating Text: EFL College Student’s Preference and Perceptions
ETERNAL: English Teaching Journal
Vol 15
, No 1
(2024)
Several studies have investigated the effects of using Google Translate and U-Dictionary on translation products for English as a foreign language (EFL) student. However, students' preferences regarding these two machines’ translation for translating texts in EFL translation classes in Indonesia still seem relatively few and have not been much explored. This research aimed to determine which machine translation EFL college students prefer for translating their text. This study used a qualitative...
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