Vol. 7 No. 4 (2025): November

Current Issue

This edition of the Indonesian Journal of Electronics, Electromedical Engineering, and Medical Informatics presents a distinguished compilation of scholarly articles authored by researchers from Indonesia, Malaysia, and United Kingdom. The contributions reflect a rich exchange of knowledge and regional collaboration in advancing the fields of electronics, biomedical engineering, and medical informatics.

Published: 2025-10-02

Medical Engineering

Development and Acoustic Analysis of a Speaker-Output Stethoscope for Low-Cost Clinical Applications

DOI : 10.35882/ijeeemi.v7i4.125

Kusnanto Mukti Wibowo ⁽¹⁾, Abdul Latif ⁽²⁾, Fani Susanto ⁽³⁾, Fatiatun Fatiatun ⁽⁴⁾, Norhidayah Che Ani ⁽⁵⁾

(1) Department of Medical Electronics Engineering Technology, Universitas Muhammadiyah Purwokerto, Purwokerto, Indonesia, Indonesia ,

(2) Department of Medical Electronics Engineering Technology, Universitas Muhammadiyah Purwokerto, Purwokerto, Indonesia, Indonesia ,

(3) Department of Radiologic Imaging Technology, Universitas Muhammadiyah Purwokerto, Purwokerto, Indonesia, Indonesia ,

(4) Department of Physics Education, Universitas Sains Al-Qur’an, Wonosobo, Indonesia, Indonesia ,

(5) Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia (UTHM), 86400 Parit Raja, Batu Pahat, Johor, Malaysia, Malaysia

630-640

Abstract : 1024

pdf : 423
- pdf
DOI : 10.35882/ijeeemi.v7i4.125
CoAtNet for Chest X-Ray Report Generation with Bi-LSTM and Multi-Head Attention

DOI : 10.35882/ijeeemi.v7i4.271

Rafy Aulia Akbar ⁽¹⁾, Ricky Eka Putra ⁽²⁾, Wiyli Yustanti ⁽³⁾

(1) Department of Informatics, Universitas Negeri Surabaya, Surabaya, East Java, Indonesia, Indonesia ,

(2) Department of Informatics, Universitas Negeri Surabaya, Surabaya, East Java, Indonesia, Indonesia ,

(3) Department of Informatics, Universitas Negeri Surabaya, Surabaya, East Java, Indonesia, Indonesia

654-672

Abstract : 1010

pdf : 735
- pdf
DOI : 10.35882/ijeeemi.v7i4.271
Hyperparameter optimization of breast ultrasound image classification models using ant colony optimization based on texture features

DOI : 10.35882/ijeeemi.v7i4.266

Ahmad Fauzi ⁽¹⁾, Lukmanda Evan Lubis ⁽²⁾, Raju Wandira ⁽³⁾, Syarto Musthofa ⁽⁴⁾

(1) Information Systems Study Program, UIN Imam Bonjol Padang, Padang, Indonesia, Indonesia ,

(2) Departement of Physics, Universitas Indonesia, Depok, Indonesia, Indonesia ,

(3) Information Systems Study Program, UIN Imam Bonjol Padang, Padang, Indonesia, Indonesia ,

(4) Mathematics Study Program, UIN Imam Bonjol Padang, Padang, Indonesia, Indonesia

673-686

Abstract : 1243

pdf : 284
- pdf
DOI : 10.35882/ijeeemi.v7i4.266
Deep Learning-Based Hippocampal Segmentation and MTA Classification Using U-Net with ResNet-50 Backbone

DOI : 10.35882/ijeeemi.v7i4.263

Aldienannisa Devin Salsabila ⁽¹⁾, Fatimah Fatimah ⁽²⁾, Darmini Darmini ⁽³⁾, Selamet Budi Kurniawan ⁽⁴⁾

(1) Imaging Diagnostic Study Program of Postgraduate Program, Poltekkes Kemenkes Semarang, Semarang, Indonesia, Indonesia ,

(2) Department of Radiodiagnostic and Radiotherapy, Poltekkes Kemenkes Semarang, Semarang, Indonesia, Indonesia ,

(3) Department of Radiodiagnostic and Radiotherapy, Poltekkes Kemenkes Semarang, Semarang, Indonesia, Indonesia ,

(4) Department of Radiology, RS Pusat Otak Nasional Prof.Dr.dr. Mahar Mardjono, Jakarta, Indonesia , Indonesia

701-712

Abstract : 812

pdf : 363
- pdf
DOI : 10.35882/ijeeemi.v7i4.263
Gait Variability and Phase Segmentation in Obese and Normal Individuals Using Multi-Location IMUs and Hidden Markov Models Supervised Marginal

DOI : 10.35882/ijeeemi.v7i4.269

Suto Setiyadi ⁽¹⁾, Husneni Muktar ⁽²⁾, Willy Anugrah Cahyadi ⁽³⁾, Diyah Widiyasari ⁽⁴⁾, Mohamad Ramadhani ⁽⁵⁾, Nigel Bryan Tang ⁽⁶⁾

(1) Department School of Electrical Engineering, Telkom University, Bandung, Indonesia, Indonesia ,

(2) Department School of Electrical Engineering, Telkom University, Bandung, Indonesia, Indonesia ,

(3) Department School of Electrical Engineering, Telkom University, Bandung, Indonesia, Indonesia ,

(4) Department School of Electrical Engineering, Telkom University, Bandung, Indonesia, Indonesia ,

(5) Department School of Electrical Engineering, Telkom University, Bandung, Indonesia, Indonesia ,

(6) Department School of Electrical Engineering, Telkom University, Bandung, Indonesia, Indonesia

724-736

Abstract : 863

pdf : 333
- pdf
DOI : 10.35882/ijeeemi.v7i4.269

Electronics

Automated Z-Score Based Nutritional Status Classification for Children Under Two Using Smart Sensor System

DOI : 10.35882/ijeeemi.v7i4.111

Yunidar Yunidar ⁽¹⁾, Melinda Melinda ⁽²⁾, Rina Ridara ⁽³⁾, Nurlida Basir ⁽⁴⁾

(1) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,

(2) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,

(3) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,

(4) Faculty of Science and Technology, Universiti Sains Islam Malaysia (USIM), Nilai Negeri Sembilan, Malaysia, Malaysia

559-571

Abstract : 866

pdf : 557
- pdf
DOI : 10.35882/ijeeemi.v7i4.111
Analysis of the Application of Machine Learning Algorithms for Classification of Toddler Nutritional Status Based on Anthropometric Data

DOI : 10.35882/ijeeemi.v7i4.110

Yuni Yamasari ⁽¹⁾, Esti Yogiyanti ⁽²⁾, Ervin Yohannes ⁽³⁾

(1) Departement of Informatics Engineering, Universitas Negeri Surabaya, Surabaya, Indonesia, Indonesia ,

(2) Departement of Informatics Engineering, Universitas Negeri Surabaya, Surabaya, Indonesia, Indonesia ,

(3) Departement of Informatics Engineering, Universitas Negeri Surabaya, Surabaya, Indonesia, Indonesia

594-604

Abstract : 678

pdf : 486
- pdf
DOI : 10.35882/ijeeemi.v7i4.110
Design and Implementation of an Organic and Inorganic Waste Detection System Using Capacitive, Inductive, and LDR Sensors with Rule-Based Classification

DOI : 10.35882/ijeeemi.v7i4.133

Diyah Widiyasari ⁽¹⁾, Husneni Mukhtar ⁽²⁾, Willy Anugrah Cahyadi ⁽³⁾, Adhi Dharma Surya Wijaya ⁽⁴⁾

(1) Electrical Engineering Study Program, School of Electrical Engineering, Telkom University, Bandung, Indonesia , Indonesia ,

(2) Electrical Engineering Study Program, School of Electrical Engineering, Telkom University, Bandung, Indonesia , Indonesia ,

(3) Electrical Engineering Study Program, School of Electrical Engineering, Telkom University, Bandung, Indonesia , Indonesia ,

(4) Electrical Engineering Study Program, School of Electrical Engineering, Telkom University, Bandung, Indonesia , Indonesia

605-618

Abstract : 923

pdf : 465
- pdf
DOI : 10.35882/ijeeemi.v7i4.133
An IoT-Enabled Bicycle Access and Monitoring System with Geo-Fence-Based Location Restriction

DOI : 10.35882/ijeeemi.v7i4.123

Hans Christian ⁽¹⁾, Yohanes Gunawan Yusuf ⁽²⁾, Rafina Destiarti Ainul ⁽³⁾

(1) Department of Electrical Engineering, University of Surabaya, Surabaya, Indonesia, Indonesia ,

(2) Department of Electrical Engineering, University of Surabaya, Surabaya, Indonesia, Indonesia ,

(3) Department of Electrical Engineering, University of Surabaya, Surabaya, Indonesia, Indonesia

619-629

Abstract : 1074

pdf : 619
- pdf
DOI : 10.35882/ijeeemi.v7i4.123
Hybrid Autoencoder Architectures with LSTM and GRU Layers for Bitcoin Price Prediction

DOI : 10.35882/ijeeemi.v7i4.132

Nurun Nafisah ⁽¹⁾, Yuni Yamasari ⁽²⁾, Ervin Yohannes ⁽³⁾

(1) Department of Informatics, Surabaya State University, Surabaya, Indonesia, Indonesia ,

(2) Department of Informatics, Surabaya State University, Surabaya, Indonesia, Indonesia ,

(3) Department of Informatics, Surabaya State University, Surabaya, Indonesia, Indonesia

687-700

Abstract : 622

pdf : 509
- pdf
DOI : 10.35882/ijeeemi.v7i4.132
Classification Of Cyber Attack And Anomaly In Web Server Using Transformer and Transfer Learning

DOI : 10.35882/ijeeemi.v7i4.119

Edi Dwi Prasetyo ⁽¹⁾, Basuki Rahmat ⁽²⁾, Anggraini Puspita Sari ⁽³⁾

(1) Master of Information Technology, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Surabaya, Indonesia, Indonesia ,

(2) Master of Information Technology, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Surabaya, Indonesia, Indonesia ,

(3) Master of Information Technology, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Surabaya, Indonesia, Indonesia

713-723

Abstract : 1035

pdf : 586
- pdf
DOI : 10.35882/ijeeemi.v7i4.119

Medical Informatics

Digital Innovations in Patient-Centered Care: The Emerging Role of Natural Language Processing

DOI : 10.35882/ijeeemi.v7i4.115

Bima Ananta Putra ⁽¹⁾, Merita Arini ⁽²⁾, Yoviena Kusuma Terichtia Tamaranny ⁽³⁾

(1) Master of Hospital Administration, Postgraduate Program, Universitas Muhammadiyah Yogyakarta, Yogyakarta, Indonesia, Indonesia ,

(2) Master of Hospital Administration, Postgraduate Program, Universitas Muhammadiyah Yogyakarta, Yogyakarta, Indonesia, Indonesia ,

(3) Master of Women's Health, Postgraduate Program, University College London, London, United Kingdom, United Kingdom

572-593

Abstract : 1412

pdf : 569
- pdf
DOI : 10.35882/ijeeemi.v7i4.115
Topic Mining-Based Knowledge Discovery of User Health Information Needs

DOI : 10.35882/ijeeemi.v7i4.270

Dayana Khoiriyah Harahap ⁽¹⁾, Ken Ditha Tania ⁽²⁾, Putri Eka Sevtiyuni ⁽³⁾

(1) Department of Information Systems, Faculty of Computer Science, Sriwijaya University, Palembang, Indonesia, Indonesia ,

(2) Department of Information Systems, Faculty of Computer Science, Sriwijaya University, Palembang, Indonesia, Indonesia ,

(3) Department of Information Systems, Faculty of Computer Science, Sriwijaya University, Palembang, Indonesia, Indonesia

641-653

Abstract : 988

pdf : 340
- pdf
DOI : 10.35882/ijeeemi.v7i4.270

Vol. 7 No. 4 (2025): November

Current Issue

Medical Engineering

Development and Acoustic Analysis of a Speaker-Output Stethoscope for Low-Cost Clinical Applications

CoAtNet for Chest X-Ray Report Generation with Bi-LSTM and Multi-Head Attention

Hyperparameter optimization of breast ultrasound image classification models using ant colony optimization based on texture features

Deep Learning-Based Hippocampal Segmentation and MTA Classification Using U-Net with ResNet-50 Backbone

Gait Variability and Phase Segmentation in Obese and Normal Individuals Using Multi-Location IMUs and Hidden Markov Models Supervised Marginal

Electronics

Automated Z-Score Based Nutritional Status Classification for Children Under Two Using Smart Sensor System

Analysis of the Application of Machine Learning Algorithms for Classification of Toddler Nutritional Status Based on Anthropometric Data

Design and Implementation of an Organic and Inorganic Waste Detection System Using Capacitive, Inductive, and LDR Sensors with Rule-Based Classification

An IoT-Enabled Bicycle Access and Monitoring System with Geo-Fence-Based Location Restriction

Hybrid Autoencoder Architectures with LSTM and GRU Layers for Bitcoin Price Prediction

Classification Of Cyber Attack And Anomaly In Web Server Using Transformer and Transfer Learning

Medical Informatics

Digital Innovations in Patient-Centered Care: The Emerging Role of Natural Language Processing

Topic Mining-Based Knowledge Discovery of User Health Information Needs

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