Soumick Chatterjee

Lecturer, Faculty of Computer Science, Otto von Guericke University Magdeburg

Postdoc, Human Technopole

Joined

February 2021

Names

Soumick Chatterjee (Preferred)

Emails

****@ovgu.de (Confirmed)

****@fht.org (Confirmed)

****@soumick.com (Confirmed)

Personal Links

Career & Education History

Lecturer

Faculty of Computer Science, Otto von Guericke University Magdeburg (ovgu.de)

2024 – Present

Postdoc

Human Technopole (fht.org)

2022 – Present

Postdoc

Faculty of Computer Science, Otto von Guericke University Magdeburg (ovgu.de)

2022 – 2022

PhD student

Faculty of Computer Science, Otto von Guericke University Magdeburg (ovgu.de)

2018 – 2022

MS student

St. Xavier's College, Kolkata (sxccal.edu)

2015 – 2017

Undergrad student

Punjab Technical University (ptu.ac.in)

2010 – 2013

Advisors, Relations & Conflicts

Postdoc Advisor

Craig A Glastonbury

2022 – Present

PhD Advisor

Andreas Nürnberger

2018 – Present

PhD Advisee

Rupali Khatun

2022 – 2025

PhD Advisor

Oliver Speck

2018 – 2022

Expertise

Machine Learning

Present

Deep Learning

Present

MRI

Present

Publications

LUMEN–A deep learning pipeline for analysis of the 3D morphology of the cerebral lenticulostriate arteries from time-of-flight 7T MRI
Rui Li, Soumick Chatterjee, Yeerfan Jiaerken, Xia Zhou, Chethan Radhakrishna, Philip Benjamin, Stefania Nannoni, Daniel J. Tozer, Hugh S. Markus, Christopher T. Rodgers
- NeuroImage
- Readers: Everyone
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation
Soumick Chatterjee, Franziska Gaidzik, Alessandro Sciarra, Hendrik Mattern, Gábor Janiga, Oliver Speck, Andreas Nürnberger, Sahani Pathiraja
- Medical Image Analysis
- Readers: Everyone
LUMEN-A deep learning pipeline for analysis of the 3D morphology of the cerebral lenticulostriate arteries from time-of-flight 7T MRI
Rui Li, Soumick Chatterjee, Yeerfan Jiaerken, Xia Zhou, Chethan Radhakrishna, Philip Benjamin, Stefania Nannoni, Daniel J. Tozer, Hugh S. Markus, Christopher T. Rodgers
- NeuroImage 2025
- Readers: Everyone
Voxel-wise segmentation for porosity investigation of additive manufactured parts with 3D unsupervised and (deeply) supervised neural networks
Domenico Iuso, Soumick Chatterjee, Sven Cornelissen, Dries Verhees, Jan De Beenhouwer, Jan Sijbers
- Appl. Intell. 2024
- Readers: Everyone
Hundreds of cardiac MRI traits derived using 3D diffusion autoencoders share a common genetic architecture
Sara Ometto, Soumick Chatterjee, Andrea Mario Vergani, Arianna Landini, Sodbo Sharapov, Edoardo Giacopuzzi, Alessia Visconti, Emanuele Bianchi, Federica Santonastaso, Emanuel M. Soda, Francesco Cisternino, Carlo Andrea Pivato, Francesca Ieva, Emanuele Di Angelantonio, Nicola Pirastu, Craig A. Glastonbury
- Crossref
- Readers: Everyone
Beyond Nyquist: A Comparative Analysis of 3D Deep Learning Models Enhancing MRI Resolution
Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Anitha Bhat Talagini Ashoka, Mayura Gurjar Cheepinahalli Vasudeva, Shudarsan Saravanan, Venkatesh Thirugnana Sambandham, Pavan Tummala, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger
- Journal of Imaging
- Readers: Everyone
DDoS-UNet: Incorporating Temporal Information Using Dynamic Dual-Channel UNet for Enhancing Super-Resolution of Dynamic MRI
Soumick Chatterjee, Chompunuch Sarasaen, Georg Rose, Andreas Nürnberger, Oliver Speck
- IEEE Access
- Readers: Everyone
Exploration of Interpretability Techniques for Deep COVID-19 Classification Using Chest X-ray Images
Soumick Chatterjee, Fatima Saad, Chompunuch Sarasaen, Suhita Ghosh, Valerie Krug, Rupali Khatun, Rahul Mishra, Nirja Desai, Petia Radeva, Georg Rose, Sebastian Stober, Oliver Speck, Andreas Nürnberger
- Journal of Imaging
- Readers: Everyone

View all 68 publications

Co-Authors

View all 158 co-authors