Michal J. Walczak

Publication Activity (10 Years)

Years Active: 2015-2018
Publications (10 Years): 4

Top Topics

Gaussian Process

Nuclear Magnetic Resonance

Top Venues

Comput. Biol. Medicine

Publications

Adam Gonczarek, Jakub M. Tomczak, Szymon Zareba, Joanna Kaczmar, Piotr Dabrowski, Michal J. Walczak
Interaction prediction in structure-based virtual screening using deep learning. Comput. Biol. Medicine 100 (2018)
Piotr Klukowski, Michal Augoff, Maciej Zieba, Maciej Drwal, Adam Gonczarek, Michal J. Walczak
NMRNet: a deep learning approach to automated peak picking of protein NMR spectra. Bioinform. 34 (15) (2018)
Maciej Zieba, Piotr Klukowski, Adam Gonczarek, Yaroslav Nikolaev, Michal J. Walczak
Gaussian process regression for automated signal tracking in step-wise perturbed Nuclear Magnetic Resonance spectra. Appl. Soft Comput. 68 (2018)
Adam Gonczarek, Jakub M. Tomczak, Szymon Zareba, Joanna Kaczmar, Piotr Dabrowski, Michal J. Walczak
Learning Deep Architectures for Interaction Prediction in Structure-based Virtual Screening. CoRR (2016)
Piotr Klukowski, Adam Gonczarek, Michal J. Walczak
A benchmark for automated peak picking of protein NMR spectra. CIBCB (2015)
Piotr Klukowski, Michal J. Walczak, Adam Gonczarek, Julien Boudet, Gerhard Wider
Computer vision-based automated peak picking applied to protein NMR spectra. Bioinform. 31 (18) (2015)