William J. Godinez

According to our database, William J. Godinez authored at least 27 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Compound Activity Prediction with Dose-Dependent Transcriptomic Profiles and Deep Learning.

William J. Godinez, Vladimir Trifonov, Bin Fang, Guray Kuzu, Luying Pei, W. Armand Guiguemde, Eric J. Martin, Frederick J. King, Jeremy L. Jenkins, Peter Skewes-Cox

J. Chem. Inf. Model., 2024

2022

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

Nat. Mach. Intell., 2022

2019

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

Proceedings of the High Performance Computing, 2019

2017

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

Bioinform., 2017

2016

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

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Tracking Multiple Particles in Fluorescence Time-Lapse Microscopy Images via Probabilistic Data Association.

William J. Godinez, Karl Rohr

IEEE Trans. Medical Imaging, 2015

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

IEEE Trans. Image Process., 2015

Tracking virus particles in fluorescence microscopy images via a particle Kalman filter.

William J. Godinez, Karl Rohr

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Motion analysis of receptors and ligands in high resolution fluorescence microscopy images.

William J. Godinez, Konstantinos Lymperopoulos, Dirk-Peter Herten, Karl Rohr

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2013

Probabilistic tracking and behavior identification of fluorescent particles.

William J. Godinez

PhD thesis, 2013

2012

Identifying Virus-Cell Fusion in Two-Channel Fluorescence Microscopy Image Sequences Based on a Layered Probabilistic Approach.

William J. Godinez, Marko Lampe, Peter Koch, Roland Eils, Barbara Müller, Karl Rohr

IEEE Trans. Medical Imaging, 2012

Analysis of viral surfing based on fluorescence microscopy imaging and automatic tracking.

Vasil Tsimashchuk, William J. Godinez, Maik Jörg Lehmann, Karl Rohr

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Tracking virus particles in fluorescence microscopy images using two-step multi-frame association.

Astha Jaiswal, William J. Godinez, Roland Eils, Maik Jörg Lehmann, Karl Rohr

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Tracking Virus Particles in Microscopy Images Using Multi-Frame Association.

Astha Jaiswal, William J. Godinez, Roland Eils, Maik Jörg Lehmann, Karl Rohr

Proceedings of the Bildverarbeitung für die Medizin 2012 - Algorithmen - Systeme, 2012

2011

Tracking multiple particles in fluorescence microscopy images via probabilistic data association.

William J. Godinez, Marko Lampe, Roland Eils, Barbara Müller, Karl Rohr

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010

Automatic Analysis of Live Cell Image Sequences to determine Temporal Mitotic Phenotypes.

Nathalie Harder, Felipe Mora-Bermúdez, William J. Godinez, Annelie Wünsche, Jan Ellenberg, Roland Eils, Karl Rohr

Proceedings of the Bildverarbeitung für die Medizin 2010 - Algorithmen - Systeme, 2010

2009

Deterministic and probabilistic approaches for tracking virus particles in time-lapse fluorescence microscopy image sequences.

William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr

Medical Image Anal., 2009

Segmentation of 3D tubular structures based on 3D intensity models and particle filter tracking.

Stefan Wörz, William J. Godinez, Karl Rohr

Proceedings of the Medical Imaging 2009: Image Processing, 2009

Identifying Fusion Events in Fluorescence Microscopy Images.

William J. Godinez, Marko Lampe, Stefan Wörz, Roland Eils, Barbara Müller, Karl Rohr

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Probabilistic Tracking and Model-Based Segmentation of 3D Tubular Structures.

Stefan Wörz, William J. Godinez, Karl Rohr

Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

Evaluation of Approaches for Tracking Virus Particles in Fluorescence Microscopy Images.

William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr

Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009

2008

Probabilistic tracking of virus particles in fluorescence microscopy images.

William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Probabilistic Tracking of Virus Particles in Fluorescence Microscopy Image Sequences.

William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr

Proceedings of the Bildverarbeitung für die Medizin 2008, 2008

2007

Compensation of global movement for improved tracking of cells in time-lapse confocal microscopy image sequences.

Il-Han Kim, William J. Godinez, Nathalie Harder, Felipe Mora-Bermúdez, Jan Ellenberg, Roland Eils, Karl Rohr

Proceedings of the Medical Imaging 2007: Image Processing, 2007

Determination of Mitotic Delays in 3d Fluorescence Microscopy Images of Human Cells Using an Error-Correcting Finite State Machine.

Nathalie Harder, Felipe Mora-Bermúdez, William J. Godinez, Jan Ellenberg, Roland Eils, Karl Rohr

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Tracking of Virus Particles in Time-Lapse Fluorescence Microscopy Image Sequences.

William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

2006

Automated Analysis of the Mitotic Phases of Human Cells in 3D Fluorescence Microscopy Image Sequences.

Nathalie Harder, Felipe Mora-Bermúdez, William J. Godinez, Jan Ellenberg, Roland Eils, Karl Rohr

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006