Melina Cavichini

Robust Content-Adaptive Global Registration for Multimodal Retinal Images Using Weakly Supervised Deep-Learning Framework

Yiqian Wang, Junkang Zhang, Melina Cavichini et al. · IEEE Transactions on Image Processing · 2021 · 52 citations

Engineering, Infrared Reflectance, Robust Feature +19

Two-Step Registration on Multi-Modal Retinal Images via Deep Neural Networks

Junkang Zhang, Yiqian Wang, Ji Dai et al. · IEEE Transactions on Image Processing · 2021 · 47 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

A Segmentation Based Robust Deep Learning Framework for Multimodal Retinal Image Registration

Yiqian Wang, Junkang Zhang, Cheolhong An et al. · 2020 · 31 citations

Engineering, Biometrics, Robust Feature +16

Artificial Intelligence for Automated Overlay of Fundus Camera and Scanning Laser Ophthalmoscope Images

Melina Cavichini, Cheolhong An, Dirk‐Uwe Bartsch et al. · Translational Vision Science & Technology · 2020 · 14 citations · Full text

Retinal tissue and microvasculature loss in COVID-19 infection

Fritz Gerald P. Kalaw, Alexandra Warter, Melina Cavichini et al. · Scientific Reports · 2023 · 13 citations · Full text