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Menampilkan 2041–2050 dari 3692 artikel
Plant Diseases Classification based Leaves Image using Convolutional Neural Network
Journal of Computing Theories and Applications
Vol 1
, No 1
(2023)
Plant disease is one of the problems in the world of agriculture. Early identification of plant diseases can reduce the risk of loss, so automation is needed to speed up identification. This study proposes a custom-designed convolutional neural network (CNN) model for plant disease recognition. The proposed CNN model is not complex and lightweight, so it can be implemented in model applications. The proposed CNN model consists of 12 CNN layers, which consist of eight layers for feature extractio...
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28 Sitasi
High-Performance Convolutional Neural Network Model to Identify COVID-19 in Medical Images
Journal of Computing Theories and Applications
Vol 1
, No 1
(2023)
Convolutional neural network (CNN) is a deep learning (DL) model that has significantly contributed to medical systems because it is very useful in digital image processing. However, CNN has several limitations, such as being prone to overfitting, not being properly trained if there is data duplication, and can cause unwanted results if there is an imbalance in the amount of data in each class. Data augmentation techniques are used to overcome overfitting, eliminate data duplication, and random...
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24 Sitasi
Comprehensive Analysis and Classification of Skin Diseases based on Image Texture Features using K-Nearest Neighbors Algorithm
Journal of Computing Theories and Applications
Vol 1
, No 1
(2023)
Skin is the largest organ in humans, it functions as the outermost protector of the organs inside. Therefore, the skin is often attacked by various diseases, especially cancer. Skin cancer is divided into two, namely benign and malignant. Malignant has the potential to spread and increase the risk of death. Skin cancer detection traditionally involves time-consuming laboratory tests to determine malignancy or benignity. Therefore, there is a demand for computer-assisted diagnosis through image a...
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24 Sitasi
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 Terapi Foot Massage Terhadap Penurunan Tekanan Darah Pada Pasien Hipertensi Di Ruang ICU Di RS PKU Muhammadiyah Karanganyar
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 1
, No 3
(2023)
Background: Blood pressure is an important indicator in assessing the cardiovascular system and the performance of a person's body so it is necessary to know that someone has hypertension. There are 1.28 billion adults with hypertension in the world in 2021 who suffer from hypertension. While the number of patients in the ICU who suffered from hypertension in the last 1 year was 140 patients. Based on these conditions, management is needed to reduce blood pressure by providing Foot Massage inter...
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Penerapan Terapi Okupasi Menanam Untuk Menurunkan Tingkat Halusinasi Pada Pasien Skizofrenia di RSJD Dr. RM. Soedjarwadi Klaten
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 1
, No 3
(2023)
Background: Skizofrenia is a mental disorder where the prevalence is actually small, affecting about 1% of the world's population. In Central Java alone, there are 8.7% of the population who have schizophrenia, this is one of the fifth highest number of professions. Planting occupational therapy aims to minimize the patient's interaction with his unreal world, bring out thoughts, feelings, or emotions that have influenced unconscious behavior, provide joy, entertainment, and distract the patient...
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Penerapan Terapi Aktivitas Kelompok (TAK) Terhadap Penurunan Tingkat Halusinasi Pendengaran Pada Pasien Skizofernia Di RSJD Dr. RM Soedjarwadi Klaten
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 1
, No 3
(2023)
Background: Schizophrenia is a common health problem worldwide, around 70% of people suffering from schizophrenia experience auditory hallucinations. Auditory hallucinations are where patients feel that they can hear voices without a sound source. This situation causes the patient's inability to perceive reality accurately. One of the nursing interventions performed for auditory hallucinations is perceptual stimulation group activity therapy. Method: The method used in this application is descri...
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Penerapan Pemberian Virgin Coconut Oil (VCO) Melalui Massage Terhadap Pencegahan Luka Tekan Pasien Tirah Baring Di Ruang ICU RS PKU Muhammadiyah Karanganyar
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 1
, No 3
(2023)
Bed rest is a condition when a person cannot move freely due to conditions that interfere with movement (activity). Pressure sores are one of the biggest impacts of bed rest. One of the interventions to prevent pressure sores is giving Virgin Coconut Oil (VCO) through massage. Aims; Knowing the results of the implementation of giving Virgin Coconut Oil (VCO) through Massage on the prevention of pressure sores on bed rest patients in the ICU Room of PKU Muhammadiyah Karanganyar Hospital. Method;...
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Penerapan Terapi Rendam Kaki Air Jahe Merah Hangat Pada Lansia Penderita Hipertensi Di RSUD dr. Soeratno Gemolong
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 1
, No 3
(2023)
Background: Hypertension or high blood pressure is when the systolic pressure is more than 140 mmHg and the diastolic blood pressure is more than 90 mmHg. WHO data (2015) shows that around 1.13 billion people in the world have hypertension. The number of people with hypertension continues to increase every year, it is estimated that every year 20.44 million people die from hypertension and its complications. Non-pharmacological management to lower blood pressure can be done independently and nat...
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Penerapan Perawatan Payudara (Breast Care) Terhadap Pembengkakan Payudara Pada Ibu Menyusui Post Partum Di Bangsal Cempaka RSUD dr. Soehadi Prijonegoro Sragen
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 1
, No 3
(2023)
Breastfeeding-related problems such as breast milk dams, mastitis, nipple blisters and others are widely experienced by breastfeeding mothers. Factors that can cause breast swelling and inhibition of ASi, one of which is the feeling of anxiety or stress felt by postpartum mothers. Breast care has tremendous benefits, especially for postpartum mothers in the process of breastfeeding their babies. The benefits of breast care are that mothers understand how to keep breasts clean, make nipples...
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