Guillaume Chabin

Research Scientist, Siemens Healthineers

Joined

November 2025

Names

Guillaume Chabin (Preferred)

Emails

****@siemens-healthineers.com (Confirmed)

****@outlook.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Research Scientist

Siemens Healthineers (siemens-healthineers.com)

2019 – Present

Research Scientist

Siemens Healthineers (siemens-healthineers.com)

2017 – 2019

MS student

Computer Science, Technical University of Munich (tum.de)

2013 – 2015

MS student

Engineering, Télécom ParisTech (telecom-paristech.fr)

2010 – 2015

Advisors, Relations & Conflicts

Coworker

Han Liu

2024 – Present

Coworker

Riqiang Gao

2022 – Present

Coworker

Dorin Comaniciu

2016 – Present

Coworker

Sasa Grbic

2016 – Present

Expertise

deep learning

Present

image segmentation

Present

object detection

Present

foundation modeling

Present

Publications

COSST: Multi-Organ Segmentation With Partially Labeled Datasets Using Comprehensive Supervisions and Self-Training
Han Liu, Zhoubing Xu, Riqiang Gao, Hao Li, Jianing Wang, Guillaume Chabin, Ipek Oguz, Sasa Grbic
- IEEE Trans. Medical Imaging 2024
- Readers: Everyone
COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training
Han Liu, Zhoubing Xu, Riqiang Gao, Hao Li, Jianing Wang, Guillaume Chabin, Ipek Oguz, Sasa Grbic
- CoRR 2023
- Readers: Everyone
Quantification of Tomographic Patterns associated with COVID-19 from Chest CT
Shikha Chaganti, Abishek Balachandran, Guillaume Chabin, Stuart Cohen, Thomas Flohr, Bogdan Georgescu, Philippe Grenier, Sasa Grbic, Siqi Liu, François Mellot, Nicolas Murray, Savvas Nicolaou, William Parker, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Zhoubing Xu, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu
- 2020 (modified: 10 Nov 2022)
- CoRR 2020
- Readers: Everyone
Automated detection and quantification of COVID-19 airspace disease on chest radiographs: A novel approach achieving radiologist-level performance using a CNN trained on digital reconstructed radiographs (DRRs) from CT-based ground-truth
Eduardo Jose Mortani Barbosa Jr., Warren B. Gefter, Rochelle Yang, Florin C. Ghesu, Siqi Liu, Boris Mailhé, Awais Mansoor, Sasa Grbic, Sebastian Piat, Guillaume Chabin, R. S. Vishwanath, Abishek Balachandran, Sebastian Vogt, Valentin Ziebandt, Steffen Kappler, Dorin Comaniciu
- 2020 (modified: 10 Nov 2022)
- CoRR 2020
- Readers: Everyone
3D Tomographic Pattern Synthesis for Enhancing the Quantification of COVID-19
Siqi Liu, Bogdan Georgescu, Zhoubing Xu, Youngjin Yoo, Guillaume Chabin, Shikha Chaganti, Sasa Grbic, Sebastian Piat, Brian Teixeira, Abishek Balachandran, Vishwanath RS, Thomas J. Re, Dorin Comaniciu
- 2020 (modified: 10 Nov 2022)
- CoRR 2020
- Readers: Everyone
Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort
Bogdan Georgescu, Shikha Chaganti, Gorka Bastarrika Aleman, Eduardo Jose Mortani Barbosa Jr., Jordi Broncano Cabrero, Guillaume Chabin, Thomas Flohr, Philippe Grenier, Sasa Grbic, Nakul Gupta, François Mellot, Savvas Nicolaou, Thomas J. Re, Pina C. Sanelli, Alexander W. Sauter, Youngjin Yoo, Valentin Ziebandt, Dorin Comaniciu
- 2020 (modified: 10 Nov 2022)
- CoRR 2020
- Readers: Everyone
Class-Aware Adversarial Lung Nodule Synthesis In CT Images
Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
- 2019 (modified: 10 Nov 2022)
- ISBI 2019
- Readers: Everyone
Class-Aware Adversarial Lung Nodule Synthesis in CT Images
Jie Yang, Siqi Liu, Sasa Grbic, Arnaud Arindra Adiyoso Setio, Zhoubing Xu, Eli Gibson, Guillaume Chabin, Bogdan Georgescu, Andrew F. Laine, Dorin Comaniciu
- 2018 (modified: 10 Nov 2022)
- CoRR 2018
- Readers: Everyone
Pnyx: : A Powerful and User-friendly Tool for Preference Aggregation
Felix Brandt, Guillaume Chabin, Christian Geist
- AAMAS 2015
- Readers: Everyone

Co-Authors

View all 45 co-authors