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Analisis Kinerja Algoritma Mesin Pembelajaran untuk Klarifikasi Penyakit Stroke Menggunakan Citra CT Scan Sakinah, Nur; Badriyah, Tessy; Syarif, Iwan
Jurnal Teknologi Informasi dan Ilmu Komputer Vol 7 No 4: Agustus 2020
Publisher : Fakultas Ilmu Komputer, Universitas Brawijaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25126/jtiik.2020743482

Abstract

Stroke adalah suatu kondisi dimana pasokan darah ke otak terganggu sehingga bagian tubuh yang dikendalikan oleh area otak yang rusak tidak dapat berfungsi dengan baik. Penyebab stroke antara lain adalah terjadinya penyumbatan pada pembuluh darah (stroke iskemik) atau pecahnya pembuluh darah (stroke hemoragik). Pasien yang terkena stroke harus segera ditangani secepatnya karena sel otak dapat mati dalam hitungan menit. Tindakan penanganan stroke secara cepat dan tepat dapat mengurangi resiko kerusakan otak dan mencegah terjadinya komplikasi. Penelitian ini bertujuan untuk mengembangkan perangkat lunak yang dapat membaca dan menganalisis citra CT scan dari otak, dan kemudian secara otomatis memprediksi apakah citra CT scan tersebut stroke iskemik atau stroke hemoragik. Data citra CT scan berasal dari Rumah Sakit Umum Haji Surabaya yang diambil selama periode Januari-Mei 2019 dan berasal dari 102 pasien yang terindikasi stroke. Sebelum data gambar tersebut diolah dengan menggunakan beberapa algoritma mesin pembelajaran, data tersebut melalui tahap pre-processing yang bertujuan untuk meningkatkan kualitas citra meliputi konversi citra, pemotongan citra, penskalaan, greyscaling, penghilangan noise dan augmentasi. Tahap selanjutnya adalah ekstraksi fitur menggunakan metode Gray-Level Co-Occurrence Matrix (GLCM). Penelitian ini juga bertujuan untuk membandingkan kinerja lima algoritma mesin pembelajaran yaitu Naïve Bayes, Logistic Regression, Neural Network, Support Vector Machine dan Deep Learning yang diterapkan untuk memprediksi penyakit stroke. Hasil percobaan menunjukkan bahwa algoritma Deep Learning menghasilkan tingkat performansi paling tinggi yaitu nilai akurasi 96.78%, presisi 97.59% dan recall 95.92%. AbstractStroke is a condition in which the blood supply to the brain is interrupted so that parts of the body that are controlled by damaged brain areas cannot function properly. Causes of strokes include blockages in blood vessels (ischemic stroke) or rupture of blood vessels (hemorrhagic stroke). Stroke patients must be treated as soon as possible because brain cells can die within minutes. The handling of stroke patients quickly can reduce the risk of brain damage and prevent complications. This study aims to develop software that can read and analyze CT scan images from the brain, and then automatically predict whether the CT scan images are ischemic stroke or hemorrhagic stroke. The CT scan image data came from the Surabaya Hajj General Hospital which was taken during the January-May 2019 period and came from 102 patients who had indicated a stroke. Before the image data is processed using several machine learning algorithms, the data goes through a pre-processing phase which aims to improve image quality including image conversion, image cutting, scaling, greyscaling, noise removal and augmentation. The next step is feature extraction using the Gray-Level Co-Occurrence Matrix (GLCM) method. This study also aims to compare the performance of five machine learning algorithms, namely Naïve Bayes, Logistic Regression, Neural Networks, Support Vector Machines and Deep Learning which are applied to predict stroke. The experimental results show that the deep learning algorithm produces the highest level of performance where the accuracy value is 96.78%, 97.59% precision and 95.92% recall.
Analisis Pengaruh Pertumbuhan Ekonomi terhadap Tingkat Kemiskinan di Provinsi Sumatera Utara (2012-2022) Meiriza, Mica Siar; Sembiring, Graciela Br; Sitorus, Melody; Wardana, Vidia; Sakinah, Nur
As-Syirkah: Islamic Economic & Financial Journal Vol. 3 No. 2 (2024): As-Syirkah: Islamic Economic & Financial Journal 
Publisher : Ikatan Da'i Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56672/4ps36y21

Abstract

This research aims to evaluate the relationship between economic growth and poverty levels in North Sumatra during the period 2012 to 2022. The results of the research reveal that during this period, no significant relationship was found between economic growth and poverty levels in the North Sumatra region. Although economic growth is often considered a poverty reduction factor, this research indicates that other factors such as income distribution and social policies have a more dominant influence in determining poverty levels. These results highlight the importance of developing a more holistic policy strategy that includes income redistribution efforts and strengthening social protection as key measures to reduce poverty in North Sumatra. This research provides valuable insights for stakeholders in designing and implementing programs focused on poverty alleviation in the region during the period under study.
Implementasi Contextual Learning dalam Pembelajaran Pendidikan Agama Islam Naimi, Nadlrah; Sakinah, Nur
Educate: Jurnal Ilmu Pendidikan dan Pengajaran Vol 1, No 2 (2022)
Publisher : Educate: Jurnal Ilmu Pendidikan dan Pengajaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56114/edu.v1i2.391

Abstract

Islamic religious education is a process of transformation and realization of the values of Islamic teachings through learning, both formal and non-formal to the community (students) to be lived, understood and practiced in everyday life. The method used in this study uses a qualitative approach. The results of this study indicate that to realize and realize the values of Islamic teachings, strategies or learning models are needed that can be applied by students. One strategy that can be applied is learning in the form of Contextual Learning which is a learning strategy that seeks to connect the material being studied with the context of real life, not only transferring knowledge from teacher to student, but students can do, try and reconstruct the teaching material themselves. from the teacher and correlated in real life and the hope is that students can solve the problems faced both for themselves, their families and the community.
Penerapan Etika Islam Dalam Ilmu Di Bidang Teknologi Pengaruhnya Terhadap Hasil Belajar Bagi Mahasiswa FKIP UMSU Sakinah, Nur; Balqish, Aisyah
Educate: Jurnal Ilmu Pendidikan dan Pengajaran Vol 2, No 1 (2023)
Publisher : Educate: Jurnal Ilmu Pendidikan dan Pengajaran

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56114/edu.v2i1.9277

Abstract

Ethics is the main foundation in developing a technology, ethics is also very important in every application of a Muslim's behavior, without good ethics a Muslim is not a Muslim and a human is not a human being. The good personality that humans have indicates that they have good ethics as well. Therefore ethics is very important in the behavior of a Muslim because ethics affect human life in dealing with other social beings. Ethics is also one of the main foundations in developing a technology because ethics and technology are interrelated. Ethics is a positive basic attitude towards the possibility of various discoveries and ideas appearing. While technology is a step in the application of new discoveries in real results that are more modern and sophisticated so that they can encourage people to continue to develop even more advanced technology. This research aims to: 1). Knowing and understanding the characteristics of Islamic ethics in the application of knowledge in the field of technology for UMSU FKIP students; 2). So that UMSU FKIP students know ethics in the application of science in the field of technology; 3). Knowing the influence of Islamic ethics in the application of science in the field of technology for UMSU FKIP students in PGSD D, E IV Morning classes.
Pengaruh Return on Asset (ROA) dan Net Profit Margin (NPM) Terhadap Return Saham Periode 2010-2023 (Studi Pada PT. Indofood Sukses Makmur Tbk) Lubis, Putri Kemala Dewi; Br Sembiring, Graciela; Sidebang, Tamaria; Sakinah, Nur
Innovative: Journal Of Social Science Research Vol. 5 No. 3 (2025): Innovative: Journal Of Social Science Research
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/innovative.v5i3.18596

Abstract

Tujuan dari penelitian ini adalah untuk menilai efek pengembalian aset dan margin laba bersih pada pengembalian saham PT Indofood Sukes Makmur TBK dari 2010 hingga 2023. Metode kuantitatif dengan beberapa metode regresi linier digunakan. Data sekunder yang dianalisis berasal dari laporan keuangan tahunan perusahaan.Menurut hasil penelitian, ROA dan NPM berdampak positif dan signifikan pada return stock secara bersamaan dan secara terpisah. Dengan determination coefficient 90,6 persen, sebagian besar variasi dalam return stock dapat disebabkan oleh variabilitas ROA dan NPM. Dengan temuan ini, dapat disimpulkan bahwa profitabilitas perusahaan memainkan peran yang signifikan dalam menentukan return perusahaan. Oleh karena itu, ini dapat digunakan sebagai acuan bagi investor saat membuat keputusan investasi di pasar modal.
Pemanfaatan Limbah Kulit Biji Mete sebagai Pupuk Organik untuk Meningkatkan Pertumbuhan Bibit Tanaman Mete Sakinah, Nur; Djoefrie, Mochamad Hasjim Bintoro; ,, Hariyadi; Manohara, Dyah
Jurnal Agronomi Indonesia (Indonesian Journal of Agronomy) Vol. 42 No. 3 (2014): Jurnal Agronomi Indonesia
Publisher : Indonesia Society of Agronomy (PERAGI) and Department of Agronomy and Horticulture, Faculty of Agriculture, IPB University, Bogor, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (306.025 KB) | DOI: 10.24831/jai.v42i3.9184

Abstract

ABSTRACTCashew nut shells have not been fully utilized untill recently, and most of them are still in a form of wastes.  Cashew nut shell wastes are organic matter containing macro elements that are useful for plants, such as N (0.84%), P (0.21%), K (0.70%), Ca (0.13%) and Mg (0.24%) that are useful for plants. Cashew nut shell wastes would be very potential if they were composted into organic fertilizers. The aim of this research was to analyze the effect of cashew nut shell compost formula application on growth and nutrient uptake of cashew seedlings. The research was conducted at IPB Teaching Farm Dramaga Bogor from November 2012 to May 2013. The experiment was arranged in randomized complete block design with 5 treatments and 3 replications. The results showed, that cashew nut shell compost formula application at 50 g polybag-1 and 100 g  polybag-1 were significantly increased plant height, leaf number, stem diameter, roots length, fresh weight, dry weight of seedling, and N, P, K uptake at 3 months after planting (MAP) compared to no compost (top soil). The treatment of cashew nut shell compost formula at 50 g polybag-1 showed not significantly compared with goat manure at 100 g polybag-1 on the  plant height, stem diameter, leaf number, roots length and N, P, K uptake at 3 MAP. Both  of the  treatment can improve the balance of nutrients in the soil thus enhancing the growth and vigor of cashew seedling. The treatment of cashew nut shell compost formula (50 g polybag-1) could replace the treatment of goat manure (100 g polibag-1) tended to increase cashew seedling growth.Keywords: A. occidentale L., bioactivator, cashew seedling, KBM compost
Understanding The Human Rights Discrimination of South Korea Muslims Sakinah, Nur; Kurniawati, Erna
Jurnal Paradigma Vol 28 No 2 (2024): July 2024
Publisher : Fakultas Ilmu Sosial dan Ilmu Politik UPN "Veteran" Yogyakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31315/paradigma.v28i2.12272

Abstract

This research analyzes discrimination against Muslims in South Korea, a country known to be advanced in terms of technology and economy. Various factors influence this discrimination, including anti-Islam propaganda, lack of understanding about Islam, and incidents of religious-based terrorism in the world. In the last few years, namely 2018-2023, human rights discrimination against the Muslim community in South Korea has become a public concern. In South Korea, discrimination against Muslims leads to human rights violations and hatred. The complexity of this problem is further strengthened by the interaction of various factors, social changes, and the dynamics of life in South Korea. This research uses a qualitative approach and case studies to understand this phenomenon from the perspective of perpetrators and victims of discrimination, involving local South Korean residents and Muslims living in South Korea. The results of the research show that there is a significant influence from various parties which influences the occurrence of direct and indirect acts of human rights discrimination against Muslims in South Korea, impacting the human rights of Muslims living in South Korea. Keywords : Discrimination, Muslims in South Korea, Human Rights.
Muslim community communication through cross-religious social interaction in the Mardika market Ambon, Moluccas Sakinah, Nur; Darma, Darma; Sulaeman, Sulaeman; Fitriyani, Andi; Kella, Nurida; Ren'el, Baiti
Jurnal Ilmu Dakwah Vol. 44 No. 1 (2024)
Publisher : Faculty of Dakwah and Communication, Walisongo State Islamic University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21580/jid.v44.1.20473

Abstract

  Purpose – This article aims to map research by elaborating on cross-religious relationships and social interaction communication for the Muslim community in Mardika Market, Ambon City, Maluku.Method – Blumer's theoretical exploration is used with a constructivist paradigm and phenomenological communication method as fundamental references. This review is developed based on input from mardika market management coordinator and identifies current field research obtained qualitatively through several informal conversational interviews and observations of various gaps in social interactions.Results – The article highlights the complexity of cross-religious social interactions impacting intrapersonal, interpersonal, and group communication for the Muslim community in Mardika Market. It begins with understanding cross-religious social interaction relationships and communication events, then finds patterns of communication relationships within the Muslim community.Implications – This article contributes to realize cross-religious harmonization by discussing the search for the meaning of social interactions with the hope of living together peacefully. Strengthening social interactions is very important as it tends to reduce the incidence of cross-religious conflicts. This contribution offers opportunities for social interaction accommodation and ways to avoid cross-religious tensions.Originality/Value – Many published articles focus on cross-religious relationships by detailing the tensions and benefits of cross-religious social interactions, but they are still lacking. However, this study presents the phenomenological communication method and constructivist paradigm to observe the development of communication within the Muslim community engaging in cross-religious social interactions in Mardika Market, Ambon City, Moluccas.***Tujuan – Artikel ini adalah untuk memetakan penelitian dengan mengelaborasi hubungan lintas agama, dan komunikasi interaksi sosial lintas agama bagi komunitas Muslim di pasar Mardika Kota Ambon, Maluku.Metode – Dengan menggunakan penelusuran teoretis dari Blumer dengan paradigma konstruktivis dan metode fenomenologi komunikasi sebagai acuan mendasar. Tinjauan ini dikembangkan berdasarkan masukan dari koordinator pengelola pasar mardika, dan mengidentifikasi kekinian penelitian di lapangan yang diperoleh secara kualitatif melalui beberapa wawacara percakapan informal, dan pengamatan dari berbagai kesenjangan dalam interaksi sosial.Hasil – Artikel menyoroti betapa kompleksnya interaksi sosial lintas agama berdampak pada komunikasi intrapribadi, antarpribadi, dan kelompok bagi komunitas Muslim di pasar mardika. Diawali dengan pemahaman hubungan interaksi sosial lintas agama, dan peristiwa komunikasi, kemudian menemukan pola hubungan komunikasi komunitas Muslim. Implikasi – Kontribusi artikel ini untuk mewujudkan harmonisasi lintas agama melalui pembahasan pencarian makna interaksi sosial dengan harapan dapat hidup bersama secara damai. Penguatan interaksi sosial sangat penting karena cenderung menurunkan insiden konflik lintas agama. Kontribusi ini menawarkan peluang akomodasi interaksi sosial dan cara untuk menghindari ketegangan lintas agama.Orisinalitas/Nilai – Banyak artikel terpublikasi hingga saat ini terfokus pada hubungan lintas agama dengan menguraikan ketegangan dan manfaat interaksi sosial lintas agama masih kurang. Namun kajian ini menyajikan metode fenomenologi komunikasi dan paradigma konstruktivis untuk mengamati pengembangan komunikasi komunitas Muslim melakukan tindakan interaksi sosial lintas agama di pasar Mardika Kota Ambon, Maluku.
PELATIHAN PEMBUATAN KULTUR BAKTERI PROBIOTIK UNTUK UNTUK MENINGKATKAN PRODUKTIVITAS TAMBAK UDANG WINDU DI KABUPATEN BULUNGAN: Pelatihan Pembuatan Kultur Bakteri Probiotik untuk Meningkatkan Produktivitas Tambak Udang Windu Amien, Muhammad; Mansyur, Nur Indah; Hasanah, Nurjannatul; Pratama, Seftian Sanju; Azizah, Adelina Nur; Fitri, Fitri; Sakinah, Nur; Nuryanti, Nuryanti; Ose, Anjelina Mariani
jsd: Journal of Society and Development Vol 5 No 2 (2025)
Publisher : CV. Media Publikasi Profesional

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57032/jsd.v5i2.318

Abstract

Declining productivity in tiger shrimp aquaculture is often associated with unstable environmental quality and suboptimal pond management, making probiotics a promising environmentally friendly approach to improving water conditions, suppressing disease, and supporting shrimp growth. To enhance farmers’ capacity in utilizing probiotics, a community engagement program involving training and hands-on assistance in the preparation of probiotic bacterial cultures was conducted in July 2025 at Mitra Serumpun, Tarakan City. The activities were delivered through lectures, demonstrations, and guided practice that directly involved participants in the fermentation and culture preparation processes. Evaluation results indicated an increase in participants’ knowledge and skills related to probiotic fermentation techniques and their application in shrimp ponds. This program contributed to strengthening farmers’ readiness to optimize pond management and supported efforts to improve aquaculture productivity and local food security.
Optimalisasi Peran Mahasiswa KKN dalam Penguatan Pembelajaran Al-Qur’an di Lingkungan Rumah Qur’an Kelurahan Tangkahan Sakinah, Nur; Naimi, Nadlrah
Journal of Community Sustainability Vol. 2 No. 4 (2025): Desember 2025
Publisher : EL-EMIR INSTITUTE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.63477/jocs.v2i4.367

Abstract

The Community Service Program (KKN) is a form of student engagement with society that aims to provide tangible contributions in accordance with their academic expertise. This study aims to describe the optimization of KKN students’ roles in strengthening Qur’anic learning at the Rumah Qur’an in Tangkahan Sub-district. A qualitative descriptive approach was employed, with data collected through observation, interviews, and documentation of activities. The findings reveal that KKN students play a strategic role in enhancing the community’s motivation to learn the Qur’an, both among children and adults, through activities such as teaching Qur’anic reading, assisting in tajwid and tahsin, as well as organizing educational competitions that foster enthusiasm for learning. Furthermore, students contribute by introducing more engaging and practical learning methods. The community perceived significant impacts, including increased interest, participation, and comprehension in proper Qur’anic recitation based on tajwid principles. Thus, the presence of KKN students has been proven to optimize the function of the Rumah Qur’an as a non-formal educational center in fostering a Qur’anic generation in Tangkahan
Co-Authors Abda Abda Abnes Monika Citra Pane Aditama, Wahyu AFIF, NUR Afifah, Zulfa Agung Dewantoro Ahmidah, Soniaindah Al Bifary, Iqbal aliyah, faridatul Alvan, Syahreza Amien, Muhammad Andi Bulaeng Andrian, Pieter Andriani Andriani Angel, Angela Oudile Gracya Talla annisa, annsa rahma cahyani woretma Arafah, Lita Arfah, Lita Asmaul Husna Asmidar Azizah, Adelina Nur Balqish, Aisyah Bara, Sri Nensi Bernard Bernard, Bernard Bheta Sari Dewi Br Sembiring, Graciela Chandra, Kartika Darma, Darma desi aryani Diah Ayu Lestari Dyah Manohara Efrida, Rizki Evi Syuriani Harahap Fachruddin, Muh. Fadilla, Mutia Faustine, Peace Ferona, Naiza Fitri Fitri FITRIYAH, LAILI Fitriyani, Andi Hariyadi , Hasan Basri Hasanah, Nurjannatul Hasrian Rudi Setiawan Hasyim, M Hawari, Nadifatul Herwin Honifah, Siti Nur Ihlasia, Nurmasyita Ika Devi Ikhwal, M. Faisi Indra Irawan Isma, Khilyatul Isti'ana, Isti'ana iwan Syarif Jonkenedi Jonkenedi Kalsom, Umia Kella, Nurida Kenedi, Jon Khairuni, Zhili Izzadati Khairunnisa Adriani Krisdianto, Bayu Murti Kurniawati, Erna Lilies Handayani Lubis, Putri Kemala Dewi Mansyur, Nur Indah Marbun, Hanna Swesy Marro'aini, Marro'aini Marro’aini Martha Darman, Dian Maslachah, Cholilatul Maulana, Ag Maulana, Ag. Meiriza, Mica Siar Merri Silvia Basri, Merri Silvia Mualo, Ardhyansyah Muh Fachruddin Muhammad Fajar Muhammad Hasjim Bintoro Djoefrie Hasjim Bintoro Djoefrie Muhammad Iqbal Muhammad Kautsar, Muhammad Muhammad Nurkholis Kholik Mulyati Sri Rahayu, Mulyati Sri Mustofa Mustofa Nadhira, Cut Sidrah Naimi, Nadlrah Nasution, Elvy Sahnur Nasution, Ina Zainah Nasution, Ratna Sari Nayla Salsabila Br Siregar Ni'mah, Muliatin Ningsih, Esa Julia Nora Maulina, Nora Nur Rolan Niah, Cahya Nurfitra Nurwulan Adi Ismaya Nuryanti Nuryanti Ose, Anjelina Mariani Panjaitan, Nahesson Pasaribu, Hugo S. V. Pranidya, Cici Dwi Pratama, Seftian Sanju Prayogo, Wisnu Rachman, Rohis Rachmat Mulyana Ren'el, Baiti Revita Yuni, Revita RIRIS ANDRIATI Rizka Harfiani Rumalutur, Fathurrahman Rumui, Nelson Safira, Vivi Safitri, Anggi Sagap, Marni Sahid Sahid Sawitri, Harvina Sekar Purbarini Kawuryan Sembiring, Graciela Br Setianti Haryani Sianturi, Tasya G Siboro, Hotman Sidebang, Tamaria Silvian, Trissa Siregar, Nurhabibi Sitorus, Melody Sofiana, Elda Sri Ernawati Sulaeman Sulaeman Suny Koswara Rahajeng Tessy Badriyah, Tessy Thirtawati, Thirtawati Tri Bata Biru Saputri Ulfa, Mei Uswah Hasanah Wardana, Vidia Warliah, Wiwin Widi Astuti Yohani, Adisthi Martha Yumna, Isna Aulia