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Volume 13, No. 1, 2025
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Article# Article Title & Authors (Volume 13, No. 1, 2025) Page
1
Comparative Analysis of 2D and 3D Convolutional Neural Networks for Medical Ultrasound Image Classification
Angelin Beulah S and Sivagami M*
 1
2
An Optimized CNN Architecture for Accurate 3D Liver Segmentation in Medical Images
Hersatoto Listiyono*, Zuly Budiarso, and Agus Perdana Windarto
 15
3
Enhanced Lung Disease Detection using VGG and Spatial Transform Network (STN)
Prasanthi A. Yavanamandha*, Srikiran B. Kavuri, Sai Moulika C. Bedadhala, Vaishnavi D. Chintaparti, and Sindhu E. Kakumani
24
4
Deep Learning Based Advertisement Replacement on Dynamic Background Videos
Cheng Yang*, Fucheng Zheng, Duaa Zuhair Al-Hamid, Peter Han Joo Chong, and Patrick Lam
 34
5
Automatic Classification of Respiratory Sounds Based on Convolutional Recurrent Neural Network and Bagging k-Nearest Neighbor
Koki Minami, Huimin Lu, Tohru Kamiya*, and Shoji Kido
 46
6
Multi-classification of High-Frequency Oscillations Using iEEG Signals and Deep Learning Models
Zayneb Sadek*, Abir Hadriche, Rahma Maalej, and Nawel Jmail
 52
7
Def-UNet with Feature Fusion and Recalibration for Liver Segmentation in Multi-Modality CT Images
Bindu Madhavi A. Tummala and Soubhagya Sankar B. Barpanda*
 64
8
Next-Generation Image Segmentation for Enhanced Malaria Detection and Diagnosis
Edy Victor Haryanto S*, Bob Subhan Riza, and Agus Harjoko
 73
9
Integrating Multi-scale Feature Extraction into EfficientNet for Acute Lymphoblastic Leukemia Classification
Fallah H. Najjar*, Salman Abd Kadum, and Nawar Banwan Hassan
 83