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Jurnal Informatika Medis (J-INFORMED)
Published by Universitas Muhammadiyah Muara Bungo
ISSN : -     EISSN : 29874661     DOI : https://doi.org/10.52060/im.v1i2
Core Subject : Health, Science,
Computer Science & IT Health Professions Library & Information Science Nursing Public Health Veterinary
Jurnal Informatika Medis sebagai menerima artikel ilmiah hasil penelitian, pemikiran dan kajian analisis-kritis mengenai penelitian di bidang penerapan TIK dalam layanan kedokteran dan kesehatan serta Pengembangan teknologi medis. Jurnal Informatika Medis memuat artikel yang relevan dengan area informatika kedokteran/kesehatan yang meliputi namun tidak terbatas pada topik : Pengolahan citra medis, Sistem informasi kedokteran/kesehatan, Bioinformatika kedokteran, Informatika kesehatan public, informatika untuk edukasi public, e-health, m-health, telemedicine, health care data mining, evaluasi dan pemanfaatan IT dibidang kedokteran/kesehatan serta topik lain terkait riset kedokteran/informasi di era informasi.
Arjuna Subject : Profesi Kesehatan - Teknologi Laboratorium Medis
Articles 36 Documents
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PENGEMBANGAN SISTEM INFORMASI BERBASIS ANDROID “VITA NUTRI HEALTH” PADA REMAJA OVERWEIGHT Chyntia Anggraini Putri
Jurnal Informatika Medis Vol. 3 No. 2 (2025): Jurnal Informatika Medis (J-INFORMED)
Publisher : Program Studi Informatika Medis Universitas Muhammadiyah Muara Bungo

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

The current rapid development of technology, particularly in the field of information technology, aims to assist human activities. This is evident from the use of computers, mobile applications, various supporting applications, and the internet as a bridge for information exchange. According to the WHO, in 2022, more than 390 million children and adolescents aged 5-19 were overweight. The objective of this research was to develop the Android-based information system VitaNutriHealth as an educational tool for adolescents at high school in Malang. The Vita Nutri Health application was proven to significantly influence students' knowledge, attitudes, and eating behaviors. This study used a qualitative and quantitative approach. Based on statistical tests, the data on students' knowledge, attitudes, and food consumption behavior showed a significant change (p-value < 0.05) after the intervention with this application. Overall, the application was proven to be an effective nutritional education tool for overweight adolescents.
MODEL DEEP LEARNING UNTUK DETEKSI PNEUMONIA : STUDI EKSPERIMEN MENGGUNAKAN (CONVOLUTIONAL NEURAL NETWORK) ARSITEKTUR VGG16 Kurniawan, Ade Agung; Dwi Baharna, Haryan; Riko Muhammad Suri
Jurnal Informatika Medis Vol. 3 No. 2 (2025): Jurnal Informatika Medis (J-INFORMED)
Publisher : Program Studi Informatika Medis Universitas Muhammadiyah Muara Bungo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/im.v3i2.3847

Abstract

Pneumonia merupakan salah satu penyebab utama kematian pada anak usia di bawah lima tahun, terutama di negara dengan pendapatan rendah dan menengah. Keterbatasan tenaga kesehatan menyebabkan proses diagnosis sering terlambat, sehingga penanganan penyakit ini menjadi semakin sulit. Penelitian ini mengusulkan penerapan Convolutional Neural Network (CNN) dengan arsitektur VGG16 untuk melakukan deteksi pneumonia secara otomatis melalui citra rontgen dada. Metode ini dipilih karena kemampuannya dalam mengekstraksi fitur penting dari citra dengan efisien. Dataset yang digunakan berisi citra rontgen dada dengan dua kategori, yakni pneumonia dan normal. Model VGG16 diterapkan menggunakan teknik transfer learning guna mengatasi jumlah data pelatihan yang terbatas. Hasil pengujian menunjukkan bahwa model mencapai akurasi 96,42%, precision 96,36%, dan F1-Score 97,58%. Dibandingkan dengan penelitian terdahulu, performa model ini mengalami peningkatan yang signifikan, baik dari sisi akurasi maupun keseimbangan antara presisi dan recall. Selain itu, pendekatan ini mampu meminimalkan overfitting yang sering terjadi pada model lain, sehingga lebih stabil dan layak diterapkan dalam praktik. Dengan demikian, model VGG16 yang dikembangkan berpotensi menjadi solusi yang efektif untuk membantu tenaga medis dalam mendeteksi pneumonia secara cepat dan akurat, serta dapat diperluas untuk identifikasi penyakit paru-paru lainnya.
EVALUASI KINERJA DOSEN UNTUK PENENTUAN DOSEN TELADAN MENGGUNAKAN METODE MULTI FACTOR EVALUATION PROCESS (MFEP) Zulmi; Afianto, Dafit
Jurnal Informatika Medis Vol. 3 No. 2 (2025): Jurnal Informatika Medis (J-INFORMED)
Publisher : Program Studi Informatika Medis Universitas Muhammadiyah Muara Bungo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/im.v3.i2.3920

Abstract

This study aims to propose a lecturer performance evaluation model based on a Decision Support System using the Multi Factor Evaluation Process (MFEP) method, tailored to the Tri Dharma of Higher Education framework in regional private universities. Unlike conventional evaluation approaches that tend to be subjective, the proposed model integrates systematic criterion weighting and multi-criteria assessment to enhance objectivity and decision consistency. The evaluation criteria include teaching, research, community service, scientific publications, and discipline. The research data were collected from 13 lecturers of the Primary School Teacher Education Study Program over one academic year. The results indicate that the MFEP method is able to generate a measurable and transparent ranking of lecturer performance. This study provides a practical contribution in the form of a contextual and applicable lecturer performance evaluation model to support institutional decision-making in regional private higher education institutions.
PENGEMBANGAN SISTEM INFORMASI BERBASIS ANDROID “VITA NUTRI HEALTH” PADA REMAJA OVERWEIGHT Chyntia Anggraini Putri
Jurnal Informatika Medis Vol. 3 No. 2 (2025): Jurnal Informatika Medis (J-INFORMED)
Publisher : Program Studi Informatika Medis Universitas Muhammadiyah Muara Bungo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/im.v3i2.3619

Abstract

The current rapid development of technology, particularly in the field of information technology, aims to assist human activities. This is evident from the use of computers, mobile applications, various supporting applications, and the internet as a bridge for information exchange. According to the WHO, in 2022, more than 390 million children and adolescents aged 5-19 were overweight. The objective of this research was to develop the Android-based information system VitaNutriHealth as an educational tool for adolescents at high school in Malang. The Vita Nutri Health application was proven to significantly influence students' knowledge, attitudes, and eating behaviors. This study used a qualitative and quantitative approach. Based on statistical tests, the data on students' knowledge, attitudes, and food consumption behavior showed a significant change (p-value < 0.05) after the intervention with this application. Overall, the application was proven to be an effective nutritional education tool for overweight adolescents.
GAMBARAN PELAKSANAAN PENEMUAN KASUS DAN PENGOBATAN TUBERKULOSIS (TBC) DI SESI P2PM DI DINAS KESEHATAN KABUPATEN BUNGO Yessy Fitriani; Amelia Pebriani
Jurnal Informatika Medis Vol. 3 No. 2 (2025): Jurnal Informatika Medis (J-INFORMED)
Publisher : Program Studi Informatika Medis Universitas Muhammadiyah Muara Bungo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/im.v3i2.4052

Abstract

Tuberkulosis (TBC) merupakan penyakit menular yang masih menjadi masalah kesehatan masyarakat di Indonesia. Upaya pengendalian TBC dilakukan melalui program penemuan kasus dan pengobatan yang terintegrasi di fasilitas kesehatan. Penelitian ini bertujuan untuk menggambarkan pelaksanaan penemuan kasus dan pengobatan TBC pada bidang Pencegahan dan Pengendalian Penyakit Menular (P2PM) di Dinas Kesehatan Kabupaten Bungo. Metode yang digunakan adalah pendekatan deskriptif melalui kegiatan observasi, dokumentasi, dan keterlibatan langsung selama pelaksanaan Praktik Kerja Lapangan (PKL) yang berlangsung dari September hingga Desember 2025. Hasil kegiatan menunjukkan bahwa program penemuan kasus dilakukan melalui skrining suspek, pemeriksaan laboratorium seperti pemeriksaan mikroskopis dan Tes Cepat Molekuler (TCM), serta pencatatan dan pelaporan kasus melalui sistem surveilans. Pengobatan pasien TBC dilakukan dengan strategi DOTS (Directly Observed Treatment Short-course) yang terdiri dari fase intensif dan fase lanjutan. Namun, masih ditemukan beberapa kendala seperti keterbatasan sarana laboratorium, kurangnya koordinasi data antar fasilitas kesehatan, serta kasus pasien Lost to Follow Up (LTFU). Oleh karena itu diperlukan peningkatan koordinasi lintas sektor, penguatan sistem informasi kesehatan, serta peningkatan edukasi masyarakat untuk mendukung keberhasilan program eliminasi TBC.
SISTEM PENCATATAN RUJUKAN PUSKESMAS DALAM MENINGKATKAN EFISIENSI PELAYANAN KESEHATAN DI DINAS KESEHATAN  KABUPATEN BUNGO TAHUN 2025 Febri Ramanda; Milawati
Jurnal Informatika Medis Vol. 3 No. 2 (2025): Jurnal Informatika Medis (J-INFORMED)
Publisher : Program Studi Informatika Medis Universitas Muhammadiyah Muara Bungo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52060/im.v3i2.4055

Abstract

The referral system is an important component in ensuring effective and efficient health services. In Indonesia, the government has implemented the Integrated Referral Information System (SISRUTE) to facilitate communication between primary health facilities and referral hospitals. This study aims to analyze the referral recording system implemented in community health centers (Puskesmas) and its role in improving health service efficiency at the Bungo District Health Office. The research method used was descriptive analysis through observation, document analysis, and interviews with health office staff responsible for referral reporting. Data were collected from electronic referral records through SISRUTE and manual reports from health centers. The results show that the implementation of SISRUTE has improved the documentation and monitoring of patient referrals. However, several challenges were identified, including limited infrastructure, inadequate internet connectivity, and insufficient technical skills among health workers. The study also found discrepancies between manual and digital referral records in some health centers. Strengthening digital infrastructure, providing regular training for health workers, and developing standardized operational procedures are recommended to optimize the referral recording system. Overall, an integrated referral information system can significantly support the efficiency and coordination of healthcare services.

Page 4 of 4 | Total Record : 36

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