Oge Marques

Dropout vs. batch normalization: an empirical study of their impact to deep learning

Christian Garbin, Xingquan Zhu, Oge Marques · Multimedia Tools and Applications · 2020 · 544 citations

Convolutional Neural Network, Engineering, Machine Learning +7

Skin Lesion Classification from Dermoscopic Images Using Deep Learning Techniques

Adrià Romero-López, Xavier Giró-i-Nieto, Jack Burdick et al. · 2017 · 351 citations · Full text

Medical Image Segmentation, Engineering, Machine Learning +22

Neural Network Approach to Background Modeling for Video Object Segmentation

Dubravko Ćulibrk, Oge Marques, Daniel Socek et al. · IEEE Transactions on Neural Networks · 2007 · 164 citations

Scene Analysis, Machine Vision, Image Analysis +15

Needs, Challenges, and Applications of Artificial Intelligence in Medical Education Curriculum

Joel Grunhut, Oge Marques, Adam T M Wyatt · JMIR Medical Education · 2022 · 146 citations · Full text

Artificial Intelligence, Education, Intelligent Systems +18

Skin Cancer Classification Using Deep Spiking Neural Network

Syed Qasim Gilani, Tehreem Syed, Muhammad Umair et al. · Journal of Digital Imaging · 2023 · 97 citations · Full text

Dermoscopic Image, Computational Neuroscience, Neuroscience +5