2022
Weakly Supervised Polyp Segmentation in Colonoscopy Images Using Deep Neural Networks.
J. Imaging, 2022

SSpro/ACCpro 6: almost perfect prediction of protein secondary structure and relative solvent accessibility using profiles, deep learning and structural similarity.
Bioinform., 2022

2019
Deep Learning for Drug Discovery and Cancer Research: Automated Analysis of Vascularization Images.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

2018
Inner and Outer Recursive Neural Networks for Chemoinformatics Applications.
J. Chem. Inf. Model., 2018

2017
Do Deep Convolutional Nets Really Need to be Deep and Convolutional?
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Deep MRI brain extraction: A 3D convolutional neural network for skull stripping.
NeuroImage, 2016

Do Deep Convolutional Nets Really Need to be Deep (Or Even Convolutional)?
CoRR, 2016

Analysis of Deep Neural Networks with Extended Data Jacobian Matrix.
Proceedings of the 33nd International Conference on Machine Learning, 2016

2015
Compressing LSTMs into CNNs.
CoRR, 2015