Vol 7 No 3 (2025): July | Journal of Electronics, Electromedical Engineering, and Medical Informatics

microcontroller, electronics, medical informatics, biomedical engineering

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All articles in this issue were authored/co-authored by 4 countries (Malaysia, Algeria, India, and Indonesia).

DOI: https://doi.org/10.35882/jeeemi.v7i3

Published: 2025-05-03

Electronics

Predicting Construction Costs with Machine Learning: A Comparative Study on Ensemble and Linear Models

Lifei Chen, Sew Sun Tiang, Kim Soon Chong, Abhishek Sharma, Tarek Berghout, Wei Hong Lim

624-645
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DOI : https://doi.org/10.35882/jeeemi.v7i3.799 Abstract View: 5072, pdf Download: 1760
Power-Efficient 8-Bit ALU Design Using Squirrel Search and Swarm Intelligence Algorithms

Ashish Pasaya, Sarman Hadia, Kiritkumar Bhatt

663-679
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.822 Abstract View: 1037, pdf Download: 872
Advanced Traffic Flow Optimization Using Hybrid Machine Learning and Deep Learning Techniques

Mohammed El Kaim Billah, Abdelfettah Mabrouk

817-834
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DOI : https://doi.org/10.35882/jeeemi.v7i3.948 Abstract View: 1911, pdf Download: 681

Medical Engineering

Grad-CAM based Visualization for Interpretable Lung Cancer Categorization using Deep CNN Models

Rashmi Mothkur, Pullagura Soubhagyalakshmi, Swetha C. B.

567-580
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DOI : https://doi.org/10.35882/jeeemi.v7i3.690 Abstract View: 4077, pdf Download: 1666
Applied Machine Learning in EEG data Classification to Classify Major Depressive Disorder by Critical Channels

Sudhir Dhekane, Anand Khandare

581-596
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.719 Abstract View: 1619, pdf Download: 954
Computational Analysis of Medical Image Generation Using Generative Adversarial Networks (GANs)

Shrina Patel, Ashwin Makwana

597-610
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DOI : https://doi.org/10.35882/jeeemi.v7i3.784 Abstract View: 1381, pdf Download: 884
Breast Cancer Classification on Ultrasound Images Using DenseNet Framework with Attention Mechanism

Hanina Nafisa Azka, Wiharto Wiharto, Esti Suryani

611-623
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.779 Abstract View: 1576, pdf Download: 1321
Classification of Cervical Cell Types Based on Machine Learning Approach: A Comparative Study

Wan Azani Wan Mustafa, Khalis Khiruddin, Khairur Rijal Jamaludin, Firdaus Yuslan Khusairi, Shahrina Ismail

646-662
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.829 Abstract View: 1043, pdf Download: 577
Dual Attention and Channel Atrous Spatial Pyramid Pooling Half-UNet for Polyp Segmentation

Beatrix Datu Sarira, Heri Prasetyo

680-691
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.893 Abstract View: 1180, pdf Download: 1335
Performance Evaluation of Classification Algorithms for Parkinson’s Disease Diagnosis: A Comparative Study

Dhiraj Baruah, Rizwan Rehman, Pranjal Kumar Bora, Priyakshi Mahanta, Kankana Dutta, Pinakshi Konwar

692-712
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.713 Abstract View: 1180, pdf Download: 904
Performance Comparison of Extreme Learning Machine (ELM) and Hierarchical Extreme Learning Machine (H-ELM) Methods for Heart Failure Classification on Clinical Health Datasets

Ichwan Dwi Nugraha, Triando Hamonangan Saragih, Irwan Budiman, Dwi Kartini, Fatma Indriani, Wahyu Caesarendra

713-728
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DOI : https://doi.org/10.35882/jeeemi.v7i3.904 Abstract View: 997, pdf Download: 856
Advancement of Lung Cancer Diagnosis with Transfer Learning: Insights from VGG16 Implementation

Vedavrath Lakide, V. Ganesan

729-739
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.704 Abstract View: 925, pdf Download: 765
Exploring Dataset Variability in Diabetic Retinopathy Classification Using Transfer Learning Approaches

Kinjal Patni, Shruti Yagnik, Pratik Patel

763-777
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.838 Abstract View: 1068, pdf Download: 770
BHMI: A Multi-Sensor Biomechanical Human Model Interface for Quantifying Ergonomic Stress in Armored Vehicle

Giva Andriana Mutiara, Hardy Adiluhung, Periyadi Periyadi, Muhammad Rizqy Alfarisi, Lisda Meisaroh

778-799
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.877 Abstract View: 970, pdf Download: 692
AMIN-CNN: Enhancing Brain Tumor Segmentation through Modality-Aware Normalization and Deep Learning

Sivakumar Depuru, M. Sunil Kumar

835-849
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DOI : https://doi.org/10.35882/jeeemi.v7i3.934 Abstract View: 849, pdf Download: 853
Advanced Deep Learning for Stroke Classification Using Multi-Slice CT Image Analysis

Fouzi Lezzar, Seif Eddine Mili

850-868
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DOI : https://doi.org/10.35882/jeeemi.v7i3.947 Abstract View: 1888, pdf Download: 1041
Improving Accuracy and Efficiency of Medical Image Segmentation Using One-Point-Five U-Net Architecture with Integrated Attention and Multi-Scale Mechanisms

Muhammad Anang Fathur Rohman, Heri Prasetyo, Ery Permana Yudha, Chih-Hsien Hsia

869-880
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DOI : https://doi.org/10.35882/jeeemi.v7i3.949 Abstract View: 1155, pdf Download: 1201
Combination Of Gamma Correction and Vision Transformer In Lung Infection Classification On CT-Scan Images

Lucky Indra Kesuma, Pipin Octavia , Purwita Sari , Gracia Mianda Caroline Batubara, Karina Karina

881-893
- pdf
DOI : https://doi.org/10.35882/jeeemi.v7i3.588 Abstract View: 866, pdf Download: 688
A Quantum Convolutional Neural Network for Breast Cancer Classification using Boruta and GA-Based Feature Selection with Quantum Feature Maps

Veeranjaneyulu Pagadala, Venkatesh B, Sindhu Boinapalli, Ramya Krishna Dhulipalla, S Annapoorna

894-910
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DOI : https://doi.org/10.35882/jeeemi.v7i3.792 Abstract View: 1846, pdf Download: 1003
EEG Performance Signal Analysis for Diagnosing Autism Spectrum Disorder using Butterworth and Empirical Mode Decomposition

Imam Fathur Rahman, Melinda Melinda, Muhammad Irhamsyah, Yunidar Yunidar, Yudha Nurdin, W.K. Wong, Lailatul Qadri Zakaria

925-939
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DOI : https://doi.org/10.35882/jeeemi.v7i3.788 Abstract View: 1378, pdf Download: 867
Machine Learning-Based Approach for Uterine Cancer Detection and Classifier Evaluation

Brindha Samarasam, Judith Justin

940-949
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DOI : https://doi.org/10.35882/jeeemi.v7i3.632 Abstract View: 1078, pdf Download: 722
Improving Kidney Stone Detection with YOLOV10 and Channel Attention Mechanisms in Medical Imaging

Saroj Bala, Kumud Arora, Satheeswaran V, Mohan S, Deepika J, Sangamithrai K, Amala Nirmal Doss

951-963
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DOI : https://doi.org/10.35882/jeeemi.v7i3.868 Abstract View: 1413, pdf Download: 1775

Medical Informatics

Addressing Intrinsic Data Characteristics Issues of Imbalance Medical Data Using Nature Inspired Percolation Clustering

Kaikashan Siddavatam, Subhash Shinde

740-762
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DOI : https://doi.org/10.35882/jeeemi.v7i3.835 Abstract View: 758, pdf Download: 793
Automated ICD Medical Code Generation for Radiology Reports using BioClinicalBERT with Multi-Head Attention Network

Sasikala D., Sarrvesh N., Sabarinath J., Theetchenya S., Kalavathi S.

800-816
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DOI : https://doi.org/10.35882/jeeemi.v7i3.775 Abstract View: 1537, pdf Download: 904
SympTextML: Leveraging Natural Language Symptom Descriptions for Accurate Multi-Disease Prediction

Dhairya Vyas, Milind Shah, Harsh Kantawala, Brijesh Patel, Tejas Patel, Jalaja Enamala

911-924
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DOI : https://doi.org/10.35882/jeeemi.v7i3.946 Abstract View: 1045, pdf Download: 861