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Artificial intelligence detection of refractive eye diseases using certainty factor and image processing Rachman, Rizal; Susanti, Sari; Suhendi, Hendi; Satyanegara, Adi Karawinata
Indonesian Journal of Electrical Engineering and Computer Science Vol 36, No 3: December 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v36.i3.pp1787-1797

Refractive errors are defined as an impairment in the eye’s capacity to focus light, resulting in the formation of blurred or unfocused images. These issues arise from alterations in the shape of the cornea, the length of the eyeball, or the aging of the crystalline lens. It is anticipated that the prevalence of visual impairment will increase in conjunction with global population growth. At present, a significant number of countries have not yet accorded sufficient priority to eye health within their healthcare systems. This has resulted in insufficient awareness and reluctance to seek costly specialized care. This study proposes the development of an advanced refractive eye disease detection system with the objective of improving diagnostic accuracy, disseminating disease information, and reducing financial barriers to specialist consultation. The research employs certainty factor (CF) methods and image processing with feature extraction. The initial results demonstrate the potential for identifying specific refractive eye diseases with high certainty through the analysis of symptoms and the examination of photographs of the eye. The proposed approach provides an alternative method for diagnosing refractive eye diseases, which could enhance access to refractive eye care services and reduce the economic burden on patients.

Perancangan Sistem Pakar Mendiagnosa Anemia Menggunakan Metode Fuzzy Mamdani Supriadi, Yusuf; Suhendi, Hendi
SABER : Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi Vol. 3 No. 2 (2025): April : Jurnal Teknik Informatika, Sains dan Ilmu Komunikasi
Publisher : STIKes Ibnu Sina Ajibarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59841/saber.v3i2.2246

Anemia is a condition of reduced red blood cells in the body lower than the normal amount, or what is commonly referred to as erythrocytes in the blood circulation or hemoglobin so that it is unable to fulfill its function as an oxygen carrier to all body tissues. An expert system is a system designed to mimic the experience of an expert in answering questions and solving problems. By using an expert system, a non-expert can solve problems and make decisions that would normally be made by an expert. Expert systems are now being developed in various fields, expert systems in the health sector are widely developed to detect various diseases with various methods. The fuzzy mamdani method is a method that is also often known as the MAX-MIN or MAX-PRODUCT method. The fuzzy mamdani method can help users in terms of detecting diseases based on symptoms that arise and lifestyle and provide diagnostic results for further action. Based on the description above, it can be seen that the fuzzy method is one method that has been widely used in software development for the diagnosis of a disease. Modeling this expert system to determine anemia based on the symptoms felt by patients.

Pola Asuh Orang Tua Membentuk Anak Cinta Al-Quran melalui Hafalan Al-Quran Sejak Usia Dini Sholeh, N. Sausan Muhammad; Suhendi, Hendi
Aulad: Journal on Early Childhood Vol. 4 No. 1 (2021): April 2021
Publisher : Perkumpulan Pengelola Jurnal PAUD Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/aulad.v4i1.95

Penelitian ini bertujuan untuk mengetahui Pola Asuh Orang Tua Dalam Membentuk Anak cinta Al-Quran melalui hafalan Al-Quran Sejak Usia Dini. Penelitian ini menggunakan metode kualitatif deskriptif dengan pendekatan studi kasus. Sumber data dalam penelitian ini adalah ibu Novi selaku Orang tua dan Mudirah Markaz Tahfiz Balita di Padang. Pengumpulan data kajian mengunakan teknik wawancara mendalam dan studi dokumentasi. Hasil penelitian ini yakni Pola asuh orangtua berperan dalam membentuk anak cinta Al-Quran melalui hafalan Al-Quran sejak usia dini. Pembiasaaan baik orang tua yang konsisten dan disiplin dimulai sejak anak dalam kandungan. Kerjasama antara ayah dan ibu dalam mengenalkan anak anak kepada program yang berkaitan dengan Al-Quran. Adanya rencana yang matang serta evaluasi untuk meningkatkan kualitas pola asuh dan perbaikan. Membuat jadwal program menghafal Al-Quran untuk anak-anak. Memotivasi anak untuk mengikuti kegiatan yang berhubungan dengan Al-Quran. Perlu upaya dan komitmen dari orang tua sehingga anak mencintai Al-Qur’an melalui hafalan Al-Quran.

The Social Lives of Veiled Women: Exploring Religious Identity and Modern Society's Reactions Suhendi, Hendi; Wahyudi, Ira
International Journal of Nusantara Islam Vol 11 No 2 (2023): International Journal of Nusantara Islam
Publisher : UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/ijni.v11i2.24375

The primary objective of this study is to investigate and gain a comprehensive understanding of the social experiences of women who wear the veil in their everyday lives. The study seeks to achieve two key objectives: first, to discern the motivations driving women to wear the veil, and second, to examine the social dynamics governing their utilization of the veil in daily life. Employing a qualitative method with a phenomenological approach, data collection was carried out through interviews and observations. The findings of this study shed light on the diverse motivations that drive veiled career women to wear the veil. These motivations are rooted in various causal factors, including experiences of disturbance, societal influences, concerns, and familial issues. The overarching objective for these women is to fortify their faith and safeguard themselves against undesirable behaviors. Moreover, the study reveals that the veil holds multiple meanings for career women who wear it, such as serving as reminders, protective elements, expressions of gratitude, symbols of communication, obligations, and even challenges. The dynamics of communication among women who wear the veil, as explored in this study, encompass interactions with their immediate environment, their social circles, and communication within the workplace. These interactions elicit a spectrum of responses and reactions, ranging from rejection and alienation to serving as role models and sources of inspiration for others considering the practice of wearing the veil. This research provides valuable insights into the complex interplay of motives, meanings, and social interactions surrounding the practice of veiling among career women

Aplikasi Metode ROI (Region Of Iinterest) Color Menggunakan Pendekatan Boundingbox Untuk Mendeteksi Karies Pada Citra Gigi Kodariyah, Mangzilatul; Suhendi, Hendi; Ramady, Givy Devira
Smart Comp :Jurnalnya Orang Pintar Komputer Vol 13, No 2 (2024): Smart Comp: Jurnalnya Orang Pintar Komputer
Publisher : Politeknik Harapan Bersama

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30591/smartcomp.v13i2.6583

Sistem pendeteksian karies pada citra radiografi merupakan salah satu pendeteksian yang banyak digunakan dalam dunia kedokteran, khususnya kedokteran gigi. Pendeteksian karies yang saat ini dilakukan oleh dokter gigi masih secara manual, Hal ini menjadi kurang akurasinya dalam menentukan diagnosa karena keterbatasan penglihatan manusia. Maka dibutuhkan sesuatu sistem untuk dapat membantu pendeteksian karies pada citra gigi. Sistem ini bisa digunakan lebih efektif dan efisien dibanding dengan pendeteksian secara manual. Deteksi berupa titik-titik kontras tinggi merupakan salah satu pendeteksian adanya karies (gigi tidak sehat) dan bisa dijadikan salah satu pengganti pendeteksian secara manual oleh dokter gigi. Citra gigi diolah dengan beberapa tahap pengolahan citra seperti grayscale, binerization dengan menkoversi gambar menjadi dua nilai yaitu hitam dan putih, morfologi (thresholding) pengambangan objek terang pada background gelap, ROI (Region of Interest) Color, dan pendekatan boundingbox (memberi label pada citra yang memiliki kontras putih untuk mempermudah pendeteksian). Citra gigi yang sudah digrayscale dan dibinerisasi kemudian dilakukan proses ROI (Region of Interest) Color dengan pendekatan Boundingbox. Hasil pelatihan dengan menggunakan data uji 10 citra gigi memiliki tingkat akurasi sistem cukup baik yaitu 80%

The Social Lives of Veiled Women: Exploring Religious Identity and Modern Society's Reactions Suhendi, Hendi; Wahyudi, Ira
International Journal of Nusantara Islam Vol 11 No 2 (2023): International Journal of Nusantara Islam
Publisher : UIN Sunan Gunung Djati Bandung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15575/ijni.v11i2.24375

The primary objective of this study is to investigate and gain a comprehensive understanding of the social experiences of women who wear the veil in their everyday lives. The study seeks to achieve two key objectives: first, to discern the motivations driving women to wear the veil, and second, to examine the social dynamics governing their utilization of the veil in daily life. Employing a qualitative method with a phenomenological approach, data collection was carried out through interviews and observations. The findings of this study shed light on the diverse motivations that drive veiled career women to wear the veil. These motivations are rooted in various causal factors, including experiences of disturbance, societal influences, concerns, and familial issues. The overarching objective for these women is to fortify their faith and safeguard themselves against undesirable behaviors. Moreover, the study reveals that the veil holds multiple meanings for career women who wear it, such as serving as reminders, protective elements, expressions of gratitude, symbols of communication, obligations, and even challenges. The dynamics of communication among women who wear the veil, as explored in this study, encompass interactions with their immediate environment, their social circles, and communication within the workplace. These interactions elicit a spectrum of responses and reactions, ranging from rejection and alienation to serving as role models and sources of inspiration for others considering the practice of wearing the veil. This research provides valuable insights into the complex interplay of motives, meanings, and social interactions surrounding the practice of veiling among career women

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