William J. Godinez

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 10

Top Venues

Heidelberg University (PHD)

Education History

Heidelberg University

PHD

Publications

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
Compound Activity Prediction with Dose-Dependent Transcriptomic Profiles and Deep Learning. J. Chem. Inf. Model. 64 (7) (2024)
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
Design of potent antimalarials with generative chemistry. Nat. Mach. Intell. 4 (2) (2022)
Kushal Datta, Imtiaz Hossain, Sun Choi, Vikram Saletore, Kyle Ambert, William J. Godinez, Xian Zhang
Training Multiscale-CNN for Large Microscopy Image Classification in One Hour. CoRR (2019)
Kushal Datta, Imtiaz Hossain, Sun Choi, Vikram Saletore, Kyle Ambert, William J. Godinez, Xian Zhang
Training Multiscale-CNN for Large Microscopy Image Classification in One Hour. ISC Workshops (2019)
William J. Godinez, Imtiaz Hossain, Stanley E. Lazic, John W. Davies, Xian Zhang
A multi-scale convolutional neural network for phenotyping high-content cellular images. Bioinform. 33 (13) (2017)
Astha Jaiswal, William J. Godinez, Maik Jörg Lehmann, Karl Rohr
Direct combination of multi-scale detection and multi-frame association for tracking of virus particles in microscopy image data. ISBI (2016)
William J. Godinez, Konstantinos Lymperopoulos, Dirk-Peter Herten, Karl Rohr
Motion analysis of receptors and ligands in high resolution fluorescence microscopy images. ISBI (2015)
Astha Jaiswal, William J. Godinez, Roland Eils, Maik Jörg Lehmann, Karl Rohr
Tracking Virus Particles in Fluorescence Microscopy Images Using Multi-Scale Detection and Multi-Frame Association. IEEE Trans. Image Process. 24 (11) (2015)
William J. Godinez, Karl Rohr
Tracking Multiple Particles in Fluorescence Time-Lapse Microscopy Images via Probabilistic Data Association. IEEE Trans. Medical Imaging 34 (2) (2015)
William J. Godinez, Karl Rohr
Tracking virus particles in fluorescence microscopy images via a particle Kalman filter. ISBI (2015)
William J. Godinez, Marko Lampe, Peter Koch, Roland Eils, Barbara Müller, Karl Rohr
Identifying Virus-Cell Fusion in Two-Channel Fluorescence Microscopy Image Sequences Based on a Layered Probabilistic Approach. IEEE Trans. Medical Imaging 31 (9) (2012)
Vasil Tsimashchuk, William J. Godinez, Maik Jörg Lehmann, Karl Rohr
Analysis of viral surfing based on fluorescence microscopy imaging and automatic tracking. ISBI (2012)
Astha Jaiswal, William J. Godinez, Roland Eils, Maik Jörg Lehmann, Karl Rohr
Tracking virus particles in fluorescence microscopy images using two-step multi-frame association. ISBI (2012)
Astha Jaiswal, William J. Godinez, Roland Eils, Maik Jörg Lehmann, Karl Rohr
Tracking Virus Particles in Microscopy Images Using Multi-Frame Association. Bildverarbeitung für die Medizin (2012)
William J. Godinez, Marko Lampe, Roland Eils, Barbara Müller, Karl Rohr
Tracking multiple particles in fluorescence microscopy images via probabilistic data association. ISBI (2011)
Nathalie Harder, Felipe Mora-Bermúdez, William J. Godinez, Annelie Wünsche, Jan Ellenberg, Roland Eils, Karl Rohr
Automatic Analysis of Live Cell Image Sequences to determine Temporal Mitotic Phenotypes. Bildverarbeitung für die Medizin (2010)
William J. Godinez, Marko Lampe, Stefan Wörz, Roland Eils, Barbara Müller, Karl Rohr
Identifying Fusion Events in Fluorescence Microscopy Images. ISBI (2009)
William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr
Deterministic and probabilistic approaches for tracking virus particles in time-lapse fluorescence microscopy image sequences. Medical Image Anal. 13 (2) (2009)
Stefan Wörz, William J. Godinez, Karl Rohr
Segmentation of 3D tubular structures based on 3D intensity models and particle filter tracking. Medical Imaging: Image Processing (2009)
William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr
Evaluation of Approaches for Tracking Virus Particles in Fluorescence Microscopy Images. Bildverarbeitung für die Medizin (2009)
Stefan Wörz, William J. Godinez, Karl Rohr
Probabilistic Tracking and Model-Based Segmentation of 3D Tubular Structures. Bildverarbeitung für die Medizin (2009)
William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr
Probabilistic tracking of virus particles in fluorescence microscopy images. ISBI (2008)
William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr
Probabilistic Tracking of Virus Particles in Fluorescence Microscopy Image Sequences. Bildverarbeitung für die Medizin (2008)
William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr
Tracking of Virus Particles in Time-Lapse Fluorescence Microscopy Image Sequences. ISBI (2007)
William J. Godinez, Marko Lampe, Stefan Wörz, Barbara Müller, Roland Eils, Karl Rohr
Tracking of Virus Particles in Time-Lapse Fluorescence Microscopy Image Sequences. Bildverarbeitung für die Medizin (2007)
Nathalie Harder, Felipe Mora-Bermúdez, William J. Godinez, Jan Ellenberg, Roland Eils, Karl Rohr
Determination of Mitotic Delays in 3d Fluorescence Microscopy Images of Human Cells Using an Error-Correcting Finite State Machine. ISBI (2007)
Il-Han Kim, William J. Godinez, Nathalie Harder, Felipe Mora-Bermúdez, Jan Ellenberg, Roland Eils, Karl Rohr
Compensation of global movement for improved tracking of cells in time-lapse confocal microscopy image sequences. Medical Imaging: Image Processing (2007)
Nathalie Harder, Felipe Mora-Bermúdez, William J. Godinez, Jan Ellenberg, Roland Eils, Karl Rohr
Determination of Mitotic Delays in 3D Fluorescence Microscopy Images of Human Cells Using an Error-Correcting Finite State Machine. Bildverarbeitung für die Medizin (2007)
Nathalie Harder, Felipe Mora-Bermúdez, William J. Godinez, Jan Ellenberg, Roland Eils, Karl Rohr
Automated Analysis of the Mitotic Phases of Human Cells in 3D Fluorescence Microscopy Image Sequences. MICCAI (1) (2006)

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Publication Activity (10 Years)

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William J. Godinez