Vol. 7 No. 3 (2025): August

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, Norway and India. The contributions reflect a rich exchange of knowledge and regional collaboration in advancing the fields of electronics, biomedical engineering, and medical informatics.

Published: 2025-08-20

Articles

Performance Comparison of Variational Mode Decomposition and Butterworth in Processing EEG Signals of Autism Patients

DOI : 10.35882/ijeeemi.v7i3.105

Surya Wardana ⁽¹⁾, Melinda Melinda ⁽²⁾, Rizka Ramdhana ⁽³⁾, Yunidar Yunidar ⁽⁴⁾, Yuwaldi Away ⁽⁵⁾, Nurlida Basir ⁽⁶⁾

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

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

(6) Faculty of Science and Technology, Universiti Sains Islam Malaysia (USIM), 71800 Nilai Negeri Sembilan, Malaysia, Malaysia

461-474

Abstract : 648

pdf : 466
- pdf
DOI : 10.35882/ijeeemi.v7i3.105
Convolutional Kolmogorov-Arnold Network for Pneumonia Detection in Medical Image Analysis

DOI : 10.35882/ijeeemi.v7i3.106

Riechie Riechie ⁽¹⁾, Vira Jessica ⁽²⁾, Matthew Kurniawan ⁽³⁾, Feliks Victor Parningotan Samosir ⁽⁴⁾

(1) Mathematics Department, Faculty of Science and Technology (FaST), Universitas Pelita Harapan, Tangerang, Indonesia, Indonesia ,

(2) Mathematics Department, Faculty of Science and Technology (FaST), Universitas Pelita Harapan, Tangerang, Indonesia, Indonesia ,

(3) Informatics Department, Faculty of Information Technology (FIT), Universitas Pelita Harapan, Tangerang, Indonesia, Indonesia ,

(4) Informatics Department, Faculty of Information Technology (FIT), Universitas Pelita Harapan, Tangerang, Indonesia, Indonesia

475-487

Abstract : 927

pdf : 321
- pdf
DOI : 10.35882/ijeeemi.v7i3.106
Autism EEG Signal Pre-Processing: Performance Evaluation of MS-ICA and Butterworth Filter

DOI : 10.35882/ijeeemi.v7i3.107

Muhammad Mirza Rahmat ⁽¹⁾, Yudha Nurdin ⁽²⁾, Melinda Melinda ⁽³⁾, Yuwaldi Away ⁽⁴⁾, Muhammad Irhamsyah ⁽⁵⁾, W. K Wong ⁽⁶⁾

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

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

(6) Department of Electrical and Computer engineering, Faculty of Engineering and sciences. Curtin University Malaysia, Sarawak, Malaysia, Malaysia

488-500

Abstract : 648

pdf : 210
- pdf
DOI : 10.35882/ijeeemi.v7i3.107
Performance Evaluation of EfficientNetB3-Based Deep Learning Model for the Classification of Acute Lymphoblastic Leukemia and Normal Blood Cells

DOI : 10.35882/ijeeemi.v7i3.113

Sayed Muchallil ⁽¹⁾, Maya Fitria ⁽²⁾, Ridha Arrahman ⁽³⁾, Khairun Saddami ⁽⁴⁾

(1) Department of Informatics, University of Oslo, Oslo, Norway, Norway ,

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

501-513

Abstract : 634

pdf : 197
- pdf
DOI : 10.35882/ijeeemi.v7i3.113
An Empirical Study of Cross-Project and Within-Project Performance in Software Defect Prediction Models Using Tree-Based and Boosting Classifiers

DOI : 10.35882/ijeeemi.v7i3.95

Raidra Zeniananto ⁽¹⁾, Rudy Herteno ⁽²⁾, Radityo Adi Nugroho ⁽³⁾, Andi Farmadi ⁽⁴⁾, Setyo Wahyu Saputro ⁽⁵⁾

(1) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,

(2) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,

(3) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,

(4) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,

(5) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia

514-525

Abstract : 562

pdf : 245
- pdf
DOI : 10.35882/ijeeemi.v7i3.95
Implementation of the Wasserstein Generative Adversarial Network with Gradient Penalty (WGAN-GP) Method to Address Class Imbalance in Alzheimer’s Disease Magnetic Resonance Imaging (MRI) Datasets

DOI : 10.35882/ijeeemi.v7i3.109

Muhammad Faiq Alamudin ⁽¹⁾, Muhammad Itqan Mazdadi ⁽²⁾, Radityo Adi Nugroho ⁽³⁾, Triando Hamonangan Saragih ⁽⁴⁾, Muliadi Muliadi ⁽⁵⁾, Vijay Anant Athavale ⁽⁶⁾

(1) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,

(2) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,

(3) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,

(4) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,

(5) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,

(6) Walchand Institute of Technology, Solapur, India, India

526-538

Abstract : 860

pdf : 389
- pdf
DOI : 10.35882/ijeeemi.v7i3.109
Improving Diabetes Prediction Using Feedforward Neural Network with Adam Optimization and SMOTE Technique

DOI : 10.35882/ijeeemi.v7i3.127

Arizha Wijaya Kusuma ⁽¹⁾, Muhammad Itqan Mazdadi ⁽²⁾, Dwi Kartini ⁽³⁾, Andi Farmadi ⁽⁴⁾, Fatma Indriani ⁽⁵⁾, Chandrasekaran P. ⁽⁶⁾

(1) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(2) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(3) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(4) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(5) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(6) K.S. Rangasamy College of Arts and Science (Autonomous), Tiruchengode, India, India

539-548

Abstract : 664

pdf : 288
- pdf
DOI : 10.35882/ijeeemi.v7i3.127
Few-shot Classification of Smartphone Photos using Hidden Markov Model and Siamese Network

DOI : 10.35882/ijeeemi.v7i3.116

Zulkarnaen Hatala ⁽¹⁾, Muhammad Hudzaly ⁽²⁾

(1) Department of Informatics, Politeknik Negeri Ambon, Ambon, Indonesia, Indonesia ,

(2) Faculty of Industrial Engineering, Institut Teknologi Kalimantan, Balikpapan, Indonesia, Indonesia

549-558

Abstract : 532

pdf : 168
- pdf
DOI : 10.35882/ijeeemi.v7i3.116

Vol. 7 No. 3 (2025): August

Current Issue

Articles

Performance Comparison of Variational Mode Decomposition and Butterworth in Processing EEG Signals of Autism Patients

Convolutional Kolmogorov-Arnold Network for Pneumonia Detection in Medical Image Analysis

Autism EEG Signal Pre-Processing: Performance Evaluation of MS-ICA and Butterworth Filter

Performance Evaluation of EfficientNetB3-Based Deep Learning Model for the Classification of Acute Lymphoblastic Leukemia and Normal Blood Cells

An Empirical Study of Cross-Project and Within-Project Performance in Software Defect Prediction Models Using Tree-Based and Boosting Classifiers

Implementation of the Wasserstein Generative Adversarial Network with Gradient Penalty (WGAN-GP) Method to Address Class Imbalance in Alzheimer’s Disease Magnetic Resonance Imaging (MRI) Datasets

Improving Diabetes Prediction Using Feedforward Neural Network with Adam Optimization and SMOTE Technique

Few-shot Classification of Smartphone Photos using Hidden Markov Model and Siamese Network

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