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Journal : Journal of Computer Science, Information Technology and Telecommunication Engineering (JCoSITTE)

Survival Analysis of Recovery Rates in Diabetes Mellitus Patients Using the Kaplan-Meier Method (Case Study: Malahayati Islamic Hospital) Anggreini, Yopie Puspita; Husein, Ismail
Journal of Computer Science, Information Technology and Telecommunication Engineering Vol 5, No 2 (2024)
Publisher : Universitas Muhammadiyah Sumatera Utara, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30596/jcositte.v5i2.20910

Abstract

Diabetes mellitus (DM) is a major global health issue characterized by insulin hormone deficiencies, leading to rising incidence rates and significant risks for society. This study analyzes survival times of DM patients at Malahayati Islamic Hospital Medan using the Kaplan-Meier method for time-to-recovery estimates and the Log-Rank test to evaluate differences in survival functions. Results indicate that survival estimates range from 0.99238 at day 0 to 0.00000 at day 13. No significant differences were found based on gender, age, disease diagnosis, or support type. However, females and older patients showed slightly longer recovery times, and patients with Type II DM recovered faster than those with Pneumonia and Type II DM. Patients receiving Nebulizer and Oxygen support showed quicker recovery compared to those with Thorax Photo, EKG, and Lab support. 
Modeling The Proportion Of Measles Cases In North Sumatra By The Jack-Knife Partial Least Squares Method Pasaribu, Sarif Muda; Husein, Ismail
Journal of Computer Science, Information Technology and Telecommunication Engineering Vol 5, No 2 (2024)
Publisher : Universitas Muhammadiyah Sumatera Utara, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30596/jcositte.v5i2.20928

Abstract

Campak masih menjadi masalah kesehatan di berbagai belahan dunia, terutama di negara berkembang, salah satunya Indonesia. Pada tahun 2022, Sumatera Utara akan menjadi salah satu provinsi yang masuk dalam daftar daerah dengan status kejadian luar biasa (KLB). Menurut data yang diperoleh dari Dinas Kesehatan Provinsi Sumatera Utara, pada tahun 2022 terdapat 127 kasus campak yang tersebar di 33 kabupaten/kota di Sumatera Utara. PLSR dapat menangani masalah multikolinearitas yang dapat menghasilkan estimasi titik. Untuk mengukur akurasi estimasi pada PLSR, diperlukan teknik analisis atau teknik empiris seperti Jackknife, yaitu teknik untuk menaksir standar error suatu estimator melalui proses resampling. Maka penggabungan estimasi interval Jackknife dan PLSR menjadi metode yang tepat untuk menangani data yang bersifat multikonferensi. Berdasarkan pemaparan hasil dan pembahasan di atas, maka dihasilkan pemodelan proporsi kasus campak di Sumatera Utara tahun 2022 dengan menggunakan metode Jack-Knife Partial Least Squares. Jack-Knife Partial Least Squares dimaksudkan untuk membentuk model yang lebih kuat dan sederhana, sehingga dapat memberikan prediksi secara efisien dengan melibatkan penjelasan yang minimal. Model Jack-Knife Partial Least Squares berhasil menunjukkan nilai tertinggi dari masing-masing variabel, variabel y = 0,9744, variabel y = 0,9472, variabel y = 0,9933, variabel y = 0,9962, variabel y = 0,9957, variabel y = 0,8912.
Robust Geographically Weighted Regression Modeling In Cases Of Stunting Toddlers In North Sumatera Utara Siahaan, Maharani Putri Adam; Husein, Ismail
Journal of Computer Science, Information Technology and Telecommunication Engineering Vol 5, No 2 (2024)
Publisher : Universitas Muhammadiyah Sumatera Utara, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30596/jcositte.v5i2.20934

Abstract

Stunting is a problem related to chronic malnutrition that can be caused by inadequate nutritional intake. Stunting is usually found in toddlers aged 12-36 months which is often not realized because usually the difference between normal children and stunted children is not specifically visible. Therefore, researchers want to know the problem of how to model cases of stunted toddlers using Robust Geographically Weighted Regression in North Sumatra. With quantitative research methods, the results obtained were 33 models of the number of cases of stunted toddlers in North Sumatra which were formed using the Robust Geographically Weighted Regression (RGWR) method with a fixed Gaussian kernel weighting function and gave different results for each Regency /City in North Sumatra. Among them is the RGWR mode in Central Tapanuli = 193.2119 + 1.306099 ???? 1 + 0.013863 ???? 2 + 0.000913 ???? 3 – 0.00469 ???? 4 – 0.051564 ???? 5 + ???? and it is obtained that the level of accuracy of the RGWR model is able to provide better estimation results. This is supported by the MAPE value of the RGWR model of 15%, which is in the range of 10% -20%. So the model used is appropriate and effective in estimating the number of cases of stunting toddlers in North Sumatra.        
Co-Authors Abdi, Hamdan Achyar Zein Achyar Zein, Achyar Adella Aulia Mukti Adrya, M Rifqi Agusmanto J.B. Hutauruk Al Rizky, Muhammad Furqan Andayani Andini, Qonita Putri Anggraini, Arizka Anggreini, Yopie Puspita Arya Impun Diapari Lubis Arya Impun Diapari Lubis atika nadila Aurelia Anandara Ayunda, Afrila Azura, Maudya Nur Azura, Silva Cindy Artika Dalimunthe, Riska Aulia dame ifa sihombing Dedy Juliandri Panjaitan Dewi, Ratna Sri Dewi, taslima Dinda Chairani Dur, Sajaratud Dwi Anggraini Dwi Lestari, Riani Efriliya Hafni Yuswinda Elis Citra Elis Ella Nuhrul Huda Eva Yuliani Fadhillah, Nurul Faigle, Ulrich Fatharani Syahfitri Fauzah Umami Febrianti, Zelika Fransiska, Sintia Hamidah Nasution Hamidah Nasution Hamidah Nasution Hanifah Dara Puspita Hanum, Syarifah Harahap, Tramilta Salsabila Hasibuan, Hani Maulida Hendra Cipta Heni Pujiastuti Hidayah, Mega Nur Hsb, Sumawiyah Ika Junia Saputri Ikhsan, Ramadhani Al Ilka Zufria Indah Hatika Lubis Indra Jaya Indra Jaya Intan Irfanilia Jihan Adelia Nasution Jumiati, Ety Junita Fadilah Jusmita Weriza Karadeniz, Ahmet Serdar Karadeniz, Mehmet Fatih Khairan marzuki Khairina Khairina, Khairina Khairul Purqon Khairun Nikmah Khairun Nisa Khoiriah Syahfitri Ladia Sabrina Ledya Frischa Linda Kumala Sari Lingga, Eva Ridya Wanti M Fakhariza M. Abdul Rizki Marwan Marwan Maya Sari Maysarah, Maysarah Mei Yunina Arianti Mhd. Joni Marpaung Mingka, Muhammad Farhan Nafila Zendhia Ulhaq Nasution, Hamidah . Noranizamardia Noranizamardia Novianti Nur Atsilah Hasibuan Nur Hafizah Nuraini Ade Putri Lubis Nuriman Astuti Batubara Nurissa Aulia Nurul Huda Prasetya Nurul Khoiriah Hasibuan Ong, Aldi Maulana Pane, Maahfuzha Pane, Mahfuzha Panjaitan, Adelia Nopiazinda Br Panjaitan, Rio Anggara Pasaribu, Sarif Muda Pasya, Aulia Mumtazah Puan Salwa Afifah Putri Harahap, Riska Evita Rahayu, Atika Rahma Utami Rahmadani, Artika Rahmat Hutapea Rakhmawati, Fibri Riezky Meiliza Rima Aprilia Rima Aprilia Rima Aprilia Rima Aprilia Rina Filia Sari Rina Filia Sari Rina Filia Sari Rina Filia Sari Rina Widya Sari Rina Widyasari Rina Widyasari Rina Widyasari Rina Widyasari Riningsih, Novia Rinjani, Nazwa Riri Syafitri Lubis Rizka Ramadani Sam Rizky, Fadhlan Roshihan Mawazzi Lubis RR. Ella Evrita Hestiandari Sabrina, Ladia Sajaratud Dur Sajaratud Dur Sajaratud Dur Sajaratud Dur Sajaratud Dur, Sajaratud Sari, Dinda Permata Sari, Rina Widya Seprina, Dita Shedriko, Shedriko Siahaan, Maharani Putri Adam Sihombing, Dame Ifa Sinaga, Husnia Amro Br Sirait, Nurul Yusro Siregar, Machrani Adi Putri Siregar, R. Maisaroh Rezyekiyah Siti Aisyah Sitompul, Apri Yani Sri Ulfa Rahayu Suci Rachmadini, Haliza Syafitriani Syari, Isma Aulia Zamaakh Tamimi, Allifiyani Tri Kartika Chaniago Trima Lestari Ulrich Faigle Wahyu Dianti, Ika Thrisna Weber, Gerhard Wilhelm Widya Tantri Astuti Widyasar, Rina Widyasar, Rina Widyasari, Rina Widyasari, Rina Wulandari, Hamidah Yaumi Yumna Yusra Habibah Laily