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CNN and SVM Combination for Multi-Class Classification of Diabetic Retinopathy Based on Fundus Imaging
Agustin, Tinuk
; STMIK AMIKOM Surakarta
; Purwidiantoro, Moch. Hari
; STMIK AMIKOM Surakarta
; Utami, Ema
; Universitas AMIKOM Yogyakarta
; Fatta, Hanif Al
; Universitas AMIKOM Yogyakarta
Telematika
Vol 15
, No 2
(2022)
Diabetic Retinopathy (DR) is a cause of blindness. Early detection has the potential to save the patient's vision. Reading fundoscopic photos requires more expertise and effort by the ophthalmologist. There are many visual similarities in lesions and only minor differences in the spatial domain. A computer-assisted automatic detection system is needed to assist medical experts in DR diagnosis and can reduce costs. This study proposes a combination method of Convolutional Neural Network (CNN) and...
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An Improved K-NN Algorithm and Bagging for Liver Disease Classification
Wardhani, Anindya Khrisna
; (Scopus ID: 55878271900, Vivekananda Institute of Professional Studies)
; Lakhmudien, Lakhmudien
; Politeknik Rukun Abdi Luhur
; Putri, Astrid Novita
; Universitas Semarang
; Ashour, Salim Fathi Salim
; Elmergib University
Telematika
Vol 15
, No 2
(2022)
The function of the liver is to detoxify toxins in the human body and control cholesterol and fat in the human body. If the liver is damaged, health will be disturbed, even death. A lot of data on the liver disease can be used to predict liver disease. This study aims to improve the accuracy of liver disease classification using K-NN and bagging methods. The experimental results in this study are the bagging method can improve the performance accuracy of the K-NN prediction model even though it...
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SEIHR Model on Spread of COVID-19 and Its Simulation
Rois, Muhammad Abdurrahman
; UIN Walisongo Semarang
; Tafrikan, Mohamad
; Universitas Islam Negeri Walisongo
; Norasia, Yolanda
; Universitas Islam Negeri Walisongo
; Anggriani, Indira
; Institut Teknologi Kalimantan
; Ghani, Mohammad
; Universitas Airlangga
Telematika
Vol 15
, No 2
(2022)
The modified SEIR model of the COVID-19 spread is divided into five compartments: susceptible, exposed, infected, and recovered. Based on the results, two equilibrium points were obtained: the disease-free equilibrium point and the endemic equilibrium point. The existence of an equilibrium point depends on the value of the basic reproduction number R0, as well as on stability. The endemic equilibrium point exists if it is satisfied R0>1. Then, the disease-free equilibrium point is said to be...
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HUBUNGAN KADAR TIMBAL DALAM DARAH TERHADAP KADAR GAMMA GT (Gamma – Glutamyl Transferase) PADA OPERATOR SPBU GOMBEL SEMARANG
Bhamada: Jurnal Ilmu dan Teknologi Kesehatan
Vol 13
, No 2
(2022)
Laju pertambahan jumlah kendaraan bermotor menyebabkan peningkatan pencemaran udara. Salah satu zat yang paling berbahaya yang menyebabkan pencemaran udara adalah Timbal (Pb). Emisi logam timbal adalah produk sampingan dari pembakaran yang terjadi pada mesin kendaraan. Operator SPBU merupakan salah satu kelompok yang memiliki risiko tinggi terpapar langsung timbal. Paparan timbal menyebabkan gangguan fungsi hati terutama pada hasil Gamma GT. Tujuan dari penelitian ini adalah untuk mengetahui hub...
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KARAKTERISTIK KERUPUK KULIT SINGKONG YANG DIPERKAYA DENGAN PENAMBAHAN DAGING IKAN TUNA
Mediagro: journal of agricultural sciences
Vol 18
, No 2
(2022)
Penelitian ini bertujuan untuk mengetahui proporsi tepung tapioka dengan kulit singkong dan penambahan daging ikan tuna yang sesuai dengan standar mutu kerupuk kulit singkong. Metode yang digunakan dalam penelitian ini adalah Rancangan Acak Kelompok (RAK) faktorial 3x3 dengan 3 ulangan. Penelitian ini menggunakan dua faktor yang terdiri dari p faktor: proporsi tepung tapioka: kulit singkong (25%: 75%, 50%: 50%, 75%: 25%) dan penambahan q faktor: daging tuna (10%, 15%, 20% Pengamatan dilakukan be...
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PENERAPAN MODEL UTAUT 2 UNTUK MENGETAHUI MINAT PENGGUNAAN APLIKASI SI-GEMBUL PADA KADER POSYANDU DI PUSKESMAS HALMAHERA SEMARANG
Santi, Melania Nur
; Nurmandhani, Ririn
; Setyawati, Vilda Ana Veria
; Rimawati, Eti
; Wardoyo, Agung
; Iqbal, Muhammad
VISIKES
Vol 21
, No 2
(2022)
SI-GEMBUL (Integrated Information System for Nutritional Status of Superior Toddlers) is an application made to collect data and handle stunting cases at Puskesmas Halmahera. Along with the increase in cases of stunting, efforts need to be made to accelerate stunting prevention in toddlers. The purpose of this study was to determine the relationship between performance expectations, business expectations, hedonistic motivation, and price value with the intention of using the SI-GEMBUL applicatio...
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Benefits of Using GIS-based Analysis on Site Selection and Location Decision for Student's Final Project, Study Case: Solar Energy Farm in Java, Indonesia
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 1
, No 3
(2022)
The use of GIS applications by architecture students is unusual, even though GIS has many tools to assist students’ projects, in this case, selecting and determining project site location plans for their final project. This study used the GIS application to determine the right location for a solar power plant project or a solar energy farm on Java Island, Indonesia. By determining what the suitable criteria for this project location are, there are 1). Ground Elevation, 2). The Sun Direction, 3)....
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Edukasi Latihan Brain Gym terhadap Peningkatan Kemampuan Fokus Membaca Anak - Anak Usia 5 Tahun
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 1
, No 3
(2022)
Healthy children are in perfect condition both physically, mentally/psychologically and socially (free from disease, weakness and disability). In order for children to grow and develop optimally, children must also be accustomed to healthy living behavior and the Childhood Phase is the developmental phase from the age of 1 or 2 years to 10-12 years, this phase is further classified into two, namely early childhood (small children) between 1-6 years, and later childhood (big children) between 6-1...
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UPAYA PENURUNAN ANSIETAS PADA MASYARAKAT TERHADAP VARIAN BARU COVID-19 DENGAN PEMBERIAN TERAPI HOPNOSIS LIMA DI DESA JATI KABUPATEN KARANGANYAR
Empowerment Journal
Vol 2
, No 2
(2022)
Ansietas adalah perasaan takut akan sesuatu terjadi yang disebabkan oleh antisipasi terhadap bahaya dan merupakan sinyal yang membantu individu untuk bersiap mengambil tindakan terhadap ancaman. Pengaruh tuntutan, persaingan, dan bencana yang terjadi dalam kehidupan dapat berdampak pada kesehatan fisik dan psikis. Terapi hipnosis lima jari memungkinkan pasien untuk mengontrol rasa sakit, stres fisiologis dan emosional. Seseorang dapat kembali belajar merasakan peristiwa-peristiwa dalam hidupnya...
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ANALISIS KESALAHAN BERBAHASA DALAM BERITA “10 KARUNG CD WANITA DIDUGA PEZIARAH BERSERAKAN DI NAGARA PADANG CIWIDEY”
Populer: Jurnal Penelitian Mahasiswa
Vol 1
, No 3
(2022)
Indonesian as the language of unity and national identity must be upheld, namely by learning and using good and correct Indonesian. However, we often encounter language errors in newspapers, especially news on social media. The purpose of this study is (1) to describe language errors in terms of spelling, morphology and semantics contained in detik.com news; (2) to provide corrections for language errors in terms of spelling, morphology and semantics contained in detik.com news. This research is...
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