William Godinez

Joined

February 2023

Names

William Godinez (Preferred)

William J. Godinez

William Godinez Navarro

Emails

****@novartis.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Principal Researcher

Novartis Institutes for BioMedical Research (novartis.com)

2015 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Karl Rohr

2007 – 2013

Expertise

machine learning for drug discovery

2015 – 2024

biomedical computer vision

2006 – 2024

Publications

Design of potent antimalarials with generative chemistry
William J. Godinez, Eric J. Ma, Alexander T. Chao, Luying Pei, Peter Skewes-Cox, Stephen M. Canham, Jeremy L. Jenkins, Joseph M. Young, Eric J. Martin, Armand Guiguemde
- Published: 01 Jan 2022, Last Modified: 31 Jan 2024
- Nat. Mach. Intell. 2022
- Readers: Everyone
Training Multiscale-CNN for Large Microscopy Image Classification in One Hour
Kushal Datta, Imtiaz Hossain, Sun Choi, Vikram A. Saletore, Kyle Ambert, William J. Godinez, Xian Zhang
- Published: 01 Jan 2019, Last Modified: 31 Jan 2024
- CoRR 2019
- Readers: Everyone
Training Multiscale-CNN for Large Microscopy Image Classification in One Hour
Kushal Datta, Imtiaz Hossain, Sun Choi, Vikram A. Saletore, Kyle Ambert, William J. Godinez, Xian Zhang
- Published: 01 Jan 2019, Last Modified: 31 Jan 2024
- ISC Workshops 2019
- Readers: Everyone
A multi-scale convolutional neural network for phenotyping high-content cellular images
William J. Godinez, Imtiaz Hossain, Stanley E. Lazic, John W. Davies, Xian Zhang
- Published: 01 Jan 2017, Last Modified: 31 Jan 2024
- Bioinform. 2017
- Readers: Everyone
Direct combination of multi-scale detection and multi-frame association for tracking of virus particles in microscopy image data
Astha Jaiswal, William J. Godinez, Maik Jörg Lehmann, Karl Rohr
- Published: 01 Jan 2016, Last Modified: 31 Jan 2024
- ISBI 2016
- Readers: Everyone
Tracking Virus Particles in Fluorescence Microscopy Images Using Multi-Scale Detection and Multi-Frame Association
Astha Jaiswal, William J. Godinez, Roland Eils, Maik Jörg Lehmann, Karl Rohr
- Published: 01 Jan 2015, Last Modified: 15 May 2023
- IEEE Trans. Image Process. 2015
- Readers: Everyone
Motion analysis of receptors and ligands in high resolution fluorescence microscopy images
William J. Godinez, Konstantinos Lymperopoulos, Dirk-Peter Herten, Karl Rohr
- Published: 01 Jan 2015, Last Modified: 31 Jan 2024
- ISBI 2015
- Readers: Everyone
Tracking virus particles in fluorescence microscopy images via a particle Kalman filter
William J. Godinez, Karl Rohr
- Published: 01 Jan 2015, Last Modified: 31 Jan 2024
- ISBI 2015
- Readers: Everyone
Tracking Multiple Particles in Fluorescence Time-Lapse Microscopy Images via Probabilistic Data Association
William J. Godinez, Karl Rohr
- Published: 01 Jan 2015, Last Modified: 31 Jan 2024
- IEEE Trans. Medical Imaging 2015
- Readers: Everyone
Probabilistic tracking and behavior identification of fluorescent particles
William J. Godinez
- Published: 01 Jan 2013, Last Modified: 31 Jan 2024
- undefined 2013
- Readers: Everyone

View all 29 publications

Co-Authors

View all 33 co-authors