Soumick Chatterjee
Dr. Soumick Chatterjee
Faculty of Computer Science
Institut für Technische und Betriebliche Informationssysteme (ITI)
Research interests:
- Machine Learning, Deep Learning
- Image Processing, Medical Image Processing
- Magnetic Resonance Imaging (MRI), MR Image Reconstruction, Interventional MRI
- Text Analysis and Classification
- Cryptography, Steganography
Current project:
Vita
| 01/2018 | PhD Research Fellow at the OVGU:ESF Graduate School : MEMoRIAL |
| 07/2017 | Joined as a Research Associate in Infymax Solutions - Chatbot, Hospital Automation |
| 05/2017 | Master's Major Project: Text Classification using SVM enhanced by Multithreading and CUDA |
| 08/2015 | Commencement of Masters study in Computer Science in St. Xavier's College Kolkata India |
| 11/2013 | Bachelor's Major Project: Data Hiding in Images - A steganographic approach |
| 12/2010 | Launch of Supernova Techlink - a software startup based in Kolkata, India - worked part-time during undergraduate study, followed by full-time as the Co-Founder and Chief Software Architect |
| 08/2010 | Commencement of undergraduate study: Bachelor of Computer Application in Punjab Technical University India |
2023
Book chapter
Liver segmentation in time-resolved C-arm CT volumes reconstructed from dynamic perfusion scans using time separation technique
Chatterjee, Soumick; Haseljić, Hana; Frysch, Robert; Kulvait, Vojtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: 2022 IEEE 5th International Image Processing, Applications and Systems Conference / IEEE International Conference on Image Processing Applications and Systems , 2022 - [Piscataway, NJ] : IEEE . - 2023, insges. 7 S.
Book chapter
Complex network for complex problems - a comparative study of CNN and Complex-valued CNN
Chatterjee, Soumick; Tummala, Pavan; Speck, Oliver; Nürnberger, Andreas
In: 2022 IEEE 5th International Image Processing, Applications and Systems Conference / IEEE International Conference on Image Processing Applications and Systems , 2022 - [Piscataway, NJ] : IEEE . - 2023, insges. 5 S.
Peer-reviewed journal article
Liver segmentation using turbolift learning for CT and cone-beam C-arm perfusion imaging
Haseljić, Hana; Chatterjee, Soumick; Frysch, Robert; Kulvait, Vjtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 154 (2023), Artikel 106539
Peer-reviewed journal article
Sinogram upsampling using Primal–Dual UNet for undersampled CT and radial MRI reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: Neural Networks, Bd. 166, S. 704-721, https://dx.doi.org/10.1016/j.neunet.2023.08.004
Peer-reviewed journal article
MICDIR: Multi-scale inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent
Chatterjee, Soumick; Bajaj, Himanshi; Siddiquee, Istiyak H.; Subbarayappa, Nandish Bandi; Simon, Steve; Shashidhar, Suraj Bangalore; Speck, Oliver; Nürnberger, Andreas
In: Computerized Medical Imaging and Graphics, Bd. 108, S. 102267, https://dx.doi.org/10.1016/j.compmedimag.2023.102267
Peer-reviewed journal article
Liver segmentation using Turbolift learning for CT and cone-beam C-arm perfusion imaging
Haseljic, Hana; Chatterjee, Soumick; Frysch, Robert; Kulvait, Vojtech; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: Computers in Biology and Medicine, Bd. 154, S. 106539, https://dx.doi.org/10.1016/j.compbiomed.2023.106539
Peer-reviewed journal article
MICDIR - multi-scale inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent
Chatterjee, Soumick; Bajaj, Himanshi; Siddiquee, Istiyak H.; Subbarayappa, Nandish Bandi; Simon, Steve; Shashidhar, Suraj Bangalore; Speck, Oliver; Nürnberger, Andreas
In: Computerized medical imaging and graphics - Amsterdam [u.a.] : Elsevier Science, Bd. 108 (2023), Artikel 102267
Peer-reviewed journal article
Sinogram upsampling using Primal-Dual UNet for undersampled CT and radial MRI reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: Neural networks - Amsterdam : Elsevier, Bd. 166 (2023), S. 704-721
Article in conference proceedings
Exploiting the inter-rater disagreement to improve probabilistic segmentation
Chatterjee, Soumick; Schulz, Franziska; Sciarra, Alexandro; Mattern, Hendrik; Janiga, Gábor; Speck, Oliver; Nürnberger, Andreas; Pathiraja, Sahani
In: Konferenz: ISMRM 2023, Toronto, Canada, June 2023, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 4 S.
Article in conference proceedings
Complex-valued fourier primal-dual - undersampled MRI reconstruction in hybrid-space
Chatterjee, Soumick; Ernst, Philipp; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM 2023, Toronto, Canada, June 2023, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 3 S.
Article in conference proceedings
Enhancing vessel continuity in deep learning based segmentation using maximum intensity projection as loss
Chatterjee, Soumick; Chintalapati, Karthikesh Varma; Radhakrishna, Chethan; Hudukula Ram Kumar, Sri Chandana; Sutrave, Raviteja; Mattern, Hendrik; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM 2023, Toronto, Canada, June 2023, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 4 S.
Non-peer-reviewed journal article
Voxel-wise classification for porosity investigation of additive manufactured parts with 3D unsupervised and (deeply) supervised neural networks
Iuso, Domenico; Chatterjee, Soumick; Cornelissen, Sven; Verhees, Dries; De Beenhouwer, Jan; Sijbers, Jan
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2023, Artikel 2305.07894, insges. 40 S.
2022
Abstract
Improvement of magnetic resonance (MR) imaging-based temperature-controlled hyperthermia by reconstructing highly undersampled MR acquisition
Khatun, Rupali; Chatterjee, Soumick; Hader, Michael; Schmidt, Manfred; Bert, Christoph; Wadepohl, M.; Fietkau, Rainer; Ott, Oliver; Nürnberger, Andreas; Gaipl, Udo; Frey, Benjamin
In: 34th Annual Meeting European Society for Hyperthermic Oncology - ESHO, 2022 . - 2022, S. 73-74
Book chapter
Evaluation of deeply supervised neural networks for 3D pore segmentation in additive manufacturing
Iuso, Domenico; Chatterjee, Soumick; Heylen, Rob; Cornelissen, Sven; De Beenhouwer, Jan; Sijbers, Jan
In: Konferenz: SPIE Optical Engineering + Application, San Diego, California, United States, 21-26 August 2022, Proceedings of SPIE/ SPIE - Bellingham, Wash.: SPIE, Bd. 12242 (2022)
Peer-reviewed journal article
TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj, Manish; Shukla, Aniruddh; Nagaraja Rao, Rajatha; Sarasaen, Chompunuch; Speck, Oliver; Nürnberger, Andreas
In: Applied Sciences - Basel : MDPI, Bd. 12 (2022), Heft 4, Artikel 1834, insges. 20 S.
Peer-reviewed journal article
StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham Kumar; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Computers in Biology and Medicine, Bd. 149, S. 106093, https://dx.doi.org/10.1016/j.compbiomed.2022.106093
Peer-reviewed journal article
DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data
Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Sarasaen, Chompunuch; Dubost, Florian; Mattern, Hendrik; de Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas
In: Journal of Imaging, Bd. 8, Heft 10, S. 259, https://dx.doi.org/10.3390/jimaging8100259
Peer-reviewed journal article
ReconResNet: Regularised residual learning for MR image reconstruction of Undersampled Cartesian and Radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Yassin, Hadya; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Computers in Biology and Medicine, Bd. 143, S. 105321, https://dx.doi.org/10.1016/j.compbiomed.2022.105321
Peer-reviewed journal article
Quantitative evaluation of prospective motion correction in healthy subjects at 7T MRI
Sciarra, Alessandro; Mattern, Hendrik; Yakupov, Renat; Chatterjee, Soumick; Stucht, Daniel; Oeltze-Jafra, Steffen; Godenschweger, Frank; Speck, Oliver
In: Magnetic Resonance in Medicine, Bd. 87, Heft 2, S. 646-657, https://dx.doi.org/10.1002/mrm.28998
Peer-reviewed journal article
Classification of brain tumours in MR images using deep spatiospatial models
Chatterjee, Soumick; Nizamani, Faraz Ahmed; Nürnberger, Andreas; Speck, Oliver
In: Scientific Reports, Bd. 12, Heft 1, https://dx.doi.org/10.1038/s41598-022-05572-6
Peer-reviewed journal article
StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham Kumar; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Computers in biology and medicine - Amsterdam [u.a.]: Elsevier Science, Bd. 149 (2022)
Peer-reviewed journal article
DS6, deformation-aware semi-supervised learning - application to small vessel segmentation with noisy training data
Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Sarasaen, Chompunuch; Dubost, Florian; Mattern, Hendrik; Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas
In: Journal of imaging - Basel : MDPI, Bd. 8 (2022), Heft 10, Artikel 259, insges. 22 S.
Peer-reviewed journal article
Classification of brain tumours in MR images using deep spatiospatial models
Chatterjee, Soumick; Nizamani, Faraz Ahmed; Nürnberger, Andreas; Speck, Oliver
In: Scientific reports - [London]: Macmillan Publishers Limited, part of Springer Nature, Bd. 12 (2022), insges. 11 S.
Peer-reviewed journal article
ReconResNet: Regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Yassin, Hadya; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Computers in biology and medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 143 (2022), Artikel 105321
Dissertation
Reducing artefacts in MRI using Deep Learning - enhancing automatic image processing pipelines
Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: Magdeburg, 2022, xxv, 360 Seiten, Illustrationen, Diagramme, 30 cm
Article in conference proceedings
Reference-less SSIM Regression for Detection and Quantification of Motion Artefacts in Brain MRIs
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
Uncertainty quantification for ground-truth free evaluation of deep learning reconstructions
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Talagini Ashoka, Anitha Bhat; Cheepinahalli Vasudeva, Mayura Gurjar; Saravanan, Shudarsan; Sambandham, Venkatesh Thirugnana; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 4 S.
Article in conference proceedings
Multi-scale UNet with self-constructing graph latent for deformable image registration
Chatterjee, Soumick; Bajaj, Himanshi; Hossain Siddiquee, Mohammad Istiyak; Bandi Subbarayappa, Nandish; Simon, Steve; Shashidhar, Suraj; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
Motion-robust dynamic abdominal MRI using k-t GRASP and dynamic dual-channel training of super-resolution U-Net (DDoS-UNet)
Sarasaen, Chompunuch; Chatterjee, Soumick; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
Learning to segment brain tumours using an explainable classifier
Chatterjee, Soumick; Yassin, Hadya; Dubost, Florian; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: ISMRM-ESMRMB 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
Chatterjee, Soumick; Serasaen, Chompunuch; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
Primal-Dual UNet for sparse view cone beam computed tomography volume reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Nürnberger, Andreas
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2022, insges. 4 S.
Article in conference proceedings
Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp., 2010 . - 2022, insges. 10 S.
Non-peer-reviewed journal article
MICDIR - multi-scale Inverse-consistent deformable image registration using UNetMSS with self-constructing graph latent
Chatterjee, Soumick; Bajaj, Himanshi; Siddiquee, Istiyak H.; Subbarayappa, Nandish Bandi; Simon, Steve; Shashidhar, Suraj Bangalore; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2203.04317, insges. 19 S.
Non-peer-reviewed journal article
Liver segmentation using turbolift learning for CT and cone-beam C-arm perfusion imaging
Haseljić, Hana; Chatterjee, Soumick; Frysch, Robert; Kulvait, Vojtěch; Semshchikov, Vladimir; Hensen, Bennet; Wacker, Frank; Brüsch, Inga; Werncke, Thomas; Speck, Oliver; Nürnberger, Andreas; Rose, Georg
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2207.10167, insges. 16 S.
Non-peer-reviewed journal article
StRegA - unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Tummala, Pavan; Agrawal, Shubham Kumar; Jauhari, Aishwarya; Kalra, Aman; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.]: Arxiv.org, 1991 . - 2022, insges. 13 S.
Non-peer-reviewed journal article
DDoS-UNet - incorporating temporal information using dynamic dual-channel UNet for enhancing super-resolution of dynamic MRI
Chatterjee, Soumick; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2202.05355, insges. 12 S.
Non-peer-reviewed journal article
Automated SSIM regression for detection and quantification of motion artefacts in brain MR images
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Placidi, Giuseppe; Nürnberger, Andreas; Speck, Oliver; Oeltze-Jafra, Steffen
In: De.arxiv.org - [S.l.]: Arxiv.org, 1991 . - 2022, insges. 9 S.
Non-peer-reviewed journal article
Weakly-supervised segmentation using inherently-explainable classification models and their application to brain tumour classification
Chatterjee, Soumick; Yassin, Hadya; Dubost, Florian; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2022, Artikel 2206.05148, insges. 14 S.
2021
Abstract
DdoS - dynamic dual-channel U-Net for improving deep learning based super-resolution of abdominal dynamic MRI
Sarasaen, Chompunuch; Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: Magnetic resonance materials in physics, biology and medicine - Heidelberg : Springer, Bd. 34 (2021), Heft Suppl. 1, S. S44, Artikel S6.O3
Book chapter
ShuffleUNet - super resolution of diffusion-weighted MRIs using deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Mushunuri, Raghava Vinaykanth; Podishetti, Ranadheer; Rao, Rajatha Nagaraja; Gopinath, Geetha Doddapaneni; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: 29th European Signal Processing Conference (EUSIPCO 2021) - [Piscataway, NJ]: IEEE . - 2021
Book chapter
Upgraded W-Net with attention gates and its application in unsupervised 3D liver segmentation
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods. Volume 1: February 4-6, 2021 - [Setúbal]: SCITEPRESS - Science and Technology Publications, Lda.; Marsico, Maria . - 2021, S. 488-494
Peer-reviewed journal article
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Breitkopf, Mario; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Artificial intelligence in medicine - Amsterdam [u.a.] : Elsevier Science, Bd. 121 (2021), Artikel 102196
Peer-reviewed journal article
CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation
Kavur, A. Emre; Gezer, N. Sinem; Barış, Mustafa; Aslan, Sinem; Conze, Pierre-Henri; Groza, Vladimir; Pham, Duc Duy; Chatterjee, Soumick; Ernst, Philipp; Özkan, Savaş; Baydar, Bora; Lachinov, Dmitry; Han, Shuo; Pauli, Josef; Isensee, Fabian; Perkonigg, Matthias; Sathish, Rachana; Rajan, Ronnie; Sheet, Debdoot; Dovletov, Gurbandurdy; Speck, Oliver; Nürnberger, Andreas; Maier-Hein, Klaus H.; Bozdağı Akar, Gözde; Ünal, Gözde; Dicle, Oğuz; Selver, M. Alper
In: Medical image analysis - Amsterdam [u.a.]: Elsevier Science, Volume 69(2021), article 101950
Article in conference proceedings
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Saad, Fatima; Breitkopf, Mario; Nürnberger, Andreas; Speck, Oliver
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
Unsupervised reconstruction based anomaly detection using a Variational Auto Encoder
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Agrawal, Shubham; Tummala, Pavan; Setlur, Disha Kishore; Kalra, Aman; Jauhari, Aishwarya; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
A comparative study of deep learning based deformable image registration techniques
Chatterjee, Soumick; Bajaj, Himanshi; Shashidhar, Suraj; Busnur Indushekar, Sanjeeth; Simon, Steve; Siddiquee, Istiyak; Nandish, B. S.; Speck, Oliver; Nürnberger, Andreas
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
Resolving to super resolution multi-dimensional diffusion imaging (Super-MUDI)
Nath, Vishwesh; Pizzolato, Marco; Palombo, Marco; Gyori, Noemi; Schilling, Kurt; Hansen, Colin; Yang, Qi; Kanakaraj, Praitayini; Landman, Bennett; Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver; Pieciak, Tomasz; Baranek, Marcin; Bartocha, Kamil; Ciupek, Dominika; Bogusz, Fabian; Hamidinekoo, Azam; Afzali, Maryam; Lin, Harry; Alexander, Danny C.; Lan, Haoyu; Sepehrband, Farshid; Liang, Zifei; Wu, Tung-Yeh; Su, Ching-Wei; Wu, Qian-Hua; Liu, Zi-You; Chao, Yi-Ping; Albay, Enes; Unal, Gozde; Pylypenko, Dmytro; Ye, Xinyu; Zhang, Fan; Hutter, Jana
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
ReconResNet: regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Yassin, Hadya; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S.
Article in conference proceedings
Going beyond the image space - undersampled MRI reconstruction directly in the k-space using a complex valued residual neural network
Chatterjee, Soumick; Sarasaen, Chompunuch; Sciarra, Alessandro; Breitkopf, Mario; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
Interpretability techniques for deep learning based segmentation models
Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj Bhandari, Manish Bhandari; Shukla, Aniruddh; Speck, Oliver; Nürnberger, Andreas
In: Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2021
Article in conference proceedings
DS6, deformation-aware semi-supervised learning - application to small vessel segmentation with noisy training data
Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Sarasaen, Chompunuch; Dubost, Florian; Mattern, Hendrik; Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: Medical Imaging with Deep Learning, MIDL 2021, Lübeck, Germany, 7. Juli 2021, Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S.
Non-peer-reviewed journal article
TorchEsegeta - framework for interpretability and explainability of image-based deep learning models
Chatterjee, Soumick; Das, Arnab; Mandal, Chirag; Mukhopadhyay, Budhaditya; Vipinraj, Manish; Shukla, Aniruddh; Rao, Rajatha Nagaraja; Sarasaen, Chompunuch; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, insges. 15 S.
Non-peer-reviewed journal article
Sinogram upsampling using primal-dual UNet for undersampled CT and radial MRI reconstruction
Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, insges. 20 S.
Non-peer-reviewed journal article
ReconResNet: regularised residual learning for MR image reconstruction of undersampled cartesian and radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Yassin, Hadya; Podishetti, Ranadheer; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, S. 1-15
Non-peer-reviewed journal article
ShuffleUNet: super resolution of diffusion-weighted MRIs using deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Mushunuri, Raghava Vinaykanth; Podishetti, Ranadheer; Rao, Rajatha Nagaraja; Gopinath, Geetha Doddapaneni; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.] : Arxiv.org . - 2021, S. 1-5, Artikel 2102.12898
Non-peer-reviewed journal article
Classification of brain tumours in MR images using deep spatiospatial models
Chatterjee, Soumick; Nizamani, Faraz Ahmed; Nürnberger, Andreas; Speck, Oliver
In: De.arxiv.org - [S.l.]: Arxiv.org . - 2021, insges. 12 S.
2020
Abstract
Contrast prediction-based regularization for iterative reconstructions (PROSIT)
Mattern, Hendrik; Sciarra, Alessandro; Dünnwald, Max; Chatterjee, Soumick; Müller, Ursula; Oeltze-Jafra, Steffen; Speck, Oliver
In: ISMRM 28th annual ISMRM virtual conference & exhibition, virtual, 08. - 14. August 2020, ISMRM 28th annual ISMRM virtual conference & exhibition, 08. - 14. August 2020 / ISMRM Annual Meeting & Exhibition , 2020 - 2020, Poster 3462
Article in conference proceedings
Evaluation of deep learning techniques for motion artifacts removal
Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Speck, Oliver; Oeltze-Jafra, Steffen
In: Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020
Article in conference proceedings
Upgraded W-net with attention gates and its application in unsupervised 3D liver segmentation
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ICPRAM 2021, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020
Article in conference proceedings
Retrospective motion correction of MR images using prior-assisted deep learning
Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Oeltze-Jafra, Steffen; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: Medical Imaging Meets NeurIPS 2020, virtual, December 2020, ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. - 2020, insgesamt 5 Seiten
Article in conference proceedings
Wavelet filtering of undersampled MRI using trainable wavelets and CNN
Chatterjee, Soumick; Putti, Praveen; Nürnberger, Andreas; Speck, Oliver
In: Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020
Article in conference proceedings
Super resolution of dynamic MRI using deep learning, enhanced by prior-knowledge
Sarasaen, Chompunuch; Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver
In: Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020
Article in conference proceedings
Unsupervised learning for Abdominal MRI Segmentation using 3D Attention W-Net
Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2020
Non-peer-reviewed journal article
CHAOS challenge - combined (CT-MR) healthy abdominal organ segmentation
Kavur, A. Emre; Gezer, N. Sinem; Barış, Mustafa; Aslan, Sinem; Conze, Pierre-Henri; Groza, Vladimir; Pham, Duc Duy; Chatterjee, Soumick; Ernst, Philipp; Özkan, Savaş; Baydar, Bora; Lachinov, Dmitry; Han, Shuo; Pauli, Josef; Isensee, Fabian; Perkonigg, Matthias; Sathish, Rachana; Rajan, Ronnie; Sheet, Debdoot; Dovletov, Gurbandurdy; Speck, Oliver; Nürnberger, Andreas; Maier-Hein, Klaus H.; Akar, Gözde Bozdağı; Ünal, Gözde; Dicle, Oğuz; Selver, M. Alper.
In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2001.06535, insgesamt 19 Seiten
Non-peer-reviewed journal article
Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images
Chatterjee, Soumick; Saad, Fatima; Sarasaen, Chompunuch; Ghosh, Suhita; Khatun, Rupali; Radeva, Petia; Rose, Georg; Stober, Sebastian; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2006.02570, insgesamt 16 Seiten
Non-peer-reviewed journal article
DS6: deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset
Chatterjee, Soumick; Prabhu, Kartik; Pattadkal, Mahantesh; Bortsova, Gerda; Dubost, Florian; Mattern, Hendrik; Bruijne, Marleen; Speck, Oliver; Nürnberger, Andreas
In: De.arxiv.org - [S.l.]: Arxiv.org, 2020, article 2006.10802, insgesamt 13Seiten
2019
Abstract
Comparison between the usage of same and different variable density undersampling patterns for Deep Learning based MRI Reconstruction
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: 4th Image-Guided Interventions Conference: digitalization in medicine : November 4th-5th 2019, UMM, Mannheim - Mannheim, 2019 . - 2019
Abstract
Generating breathing deformation model from low resolution 4D MRI
Sarasaen, Chompunuch; Chatterjee, Soumick; Breitkopf, Mario; Rose, Georg; Speck, Oliver
In: 4th Image-Guided Interventions Conference: digitalization in medicine : November 4th-5th 2019, UMM, Mannheim - Mannheim, 2019 . - 2019
Book chapter
Breathing deformation model - application to multi-resolution abdominal MRI
Sarasaen, Chompunuch; Chatterjee, Soumick; Breitkopf, Mario; Iuso, Domenico; Rose, Georg; Speck, Oliver
In: Konferenz: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, Berlin, Germany, 23-27 July 2019, Biomedical engineering ranging from wellness to intensive care/ IEEE Engineering in Medicine and Biology Society - [Piscataway, NJ]: IEEE; Barbieri, Ricardo . - 2019, S. 2769-2772
Book chapter
Breathing deformation model - application to multi-resolution abdominal MRI
Sarasaen, Chompunuch; Chatterjee, Soumick; Breitkopf, Mario; Iuso, Domenico; Rose, Georg; Speck, Oliver
In: Konferenz: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, Berlin, Germany, 23-27 July 2019, 41st Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC) - [Piscataway, NJ]: IEEE . - 2019
Peer-reviewed journal article
Text classification using SVM enhanced by multithreading and CUDA
Chatterjee, Soumick; Jose, Pramod George; Datta, Debabrata
In: International journal of modern education and computer science - Hong Kong: MECS Press, Bd. 11.2019, 1, S. 11-23
Article in conference proceedings
CHAOS challenge - team OvGU MEMoRIAL
Ernst, Philipp; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas
In: Symposium: IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, Apr 11, 2019, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2019
Article in conference proceedings
A deep learning approach for reconstruction of undersampled Cartesian and Radial data
Chatterjee, Soumick; Breitkopf, Mario; Sarasaen, Chompunuch; Rose, Georg; Nürnberger, Andreas; Speck, Oliver
In: Konferenz: ESMRMB 2019, Rotterdam, ResearchGATE - Cambridge, Mass.: ResearchGATE Corp. . - 2019
2018
Peer-reviewed journal article
Symmetric Key Encryption Algorithm Using Spider Web (ESP) Version-1
Mukhopadhyay, Aashijit; Chatterjee, Soumick; Nath, Asoke
In: International Journal of Latest Trends in Engineering and Technology Vol.(10)Issue(2), pp.342-346
Article in conference proceedings
Machine learning approach for segmenting glands in colon histology images using local intensity and texture features
Khatun, Rupali; Chatterjee, Soumick
In: Conference: IEEE 8th International Advance Computing Conference (IACC 2018)
2017
Peer-reviewed journal article
Duplicate File Analyzer using N-layer Hash and Hash Table
Mukherjee, Siladitya; Jose, Pramod Goerge; Chatterjee, Soumick; Basak, Priyanka
In: International Research Journal of Computer Science (IRJCS), Issue 06, Volume 4
Peer-reviewed journal article
Auto-Explore the Web Web Crawler
Chatterjee, Soumick; Nath, Asoke
In: International Journal of Innovative Research in Computer and Communication Engineering 5(4):6607-6618
2016
Book chapter
Microcontroller based automated life saviorMedisûr
Chatterjee, Soumick; Jose, Pramod George; Basak, Priyanka; Athar, Ambreen; Aravind, Bindhya; Beed, Romit S.; Biswas, Rana
In: Computational Science and Engineering, CRC Press, 2016, S. 329-332
Peer-reviewed journal article
Hash and Salt based Steganographic Approach with Modified LSB Encoding
Jose, Pramod Goerge; Chatterjee, Soumick; Patodia, Mayank; Kabra, Sneha; Nath, Asoke
In: International Journal of Innovative Research in Computer and Communication Engineering 4(6):10599-10610