Elena Marchiori

Gaussian interaction profile kernels for predicting drug–target interaction

Twan van Laarhoven, Sander B. Nabuurs, Elena Marchiori · Bioinformatics · 2011 · 912 citations · Full text

Convolutional neural networks for vibrational spectroscopic data analysis

Jacopo Acquarelli, Twan van Laarhoven, Jan Gerretzen et al. · Analytica Chimica Acta · 2016 · 422 citations · Full text

Physics, Natural Sciences, Spectroscopy +4

Breakpoint identification and smoothing of array comparative genomic hybridization data

Kees H. de Jong, Elena Marchiori, Gerrit A. Meijer et al. · Bioinformatics · 2004 · 277 citations · Full text

Predicting Drug-Target Interactions for New Drug Compounds Using a Weighted Nearest Neighbor Profile

Twan van Laarhoven, Elena Marchiori · PLoS ONE · 2013 · 244 citations · Full text

Drug Target, Engineering, Machine Learning +20

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities

Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes et al. · Scientific Reports · 2017 · 234 citations · Full text

Convolutional Neural Network, Engineering, Image Classification +20