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portfolio
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publications
Bilinear MobileNets for Multi-class Brain Disease Classification Based on Magnetic Resonance Images
Published in IEEE Region 10 Symposium (TENSYMP), 2021
Dewinda Julianensi Rumala, Eko Mulyanto Yuniarno, Reza Fuad Rachmadi, Supeno Mardi Susiki Nugroho, Yudhi Adrianto, Anggraini Dwi Sensusiati, I Ketut Eddy Purnama
Publication Preprint Presentation Video
The Effect of Noisy and Blurry Data on Deep Learning: Application in Brain Image Classification
Published in IEEE Region 10 Conference (TENCON), 2022, 2022
Dewinda Julianensi Rumala
Publication Poster
Deep-Stacked Convolutional Neural Networks for Brain Abnormality Classification Based on MRI Images
Published in Journal of Digital Imaging, Springer, 2023
Dewinda Julianensi Rumala, Peter van Ooijen, Reza Fuad Rachmadi, Anggraini Dwi Sensusiati, and I Ketut Eddy Purnama
Publication Paper
How You Split Matters: Data Leakage and Subject Characteristics Studies in Longitudinal Brain MRI Analysis
Published in MICCAI FAIMI, 2023
Dewinda Julianensi Rumala
Publication Preprint Code Poster Video
Lite FBCN: Lightweight Fast Bilinear Convolutional Network for Brain Disease Classification from MRI Image
Published in EMITTER International Journal of Engineering Technology, 2024
Dewinda Julianensi Rumala, Reza Fuad Rachmadi, Anggraini Dwi Sensusiati, and I Ketut Eddy Purnama
Preprint Code
supplementals
Lightweight Deep Learning Models for Robust Brain MRI Classification in Limited Data Scenarios
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List of Supplementary Materials
Lite-FBCN
Published:
Dewinda Julianensi Rumala, Anggraini Dwi Sensusiati, Reza Fuad Rachmadi, and I Ketut Eddy Purnama
Preprint Code
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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