Soumick Chatterjee

Dr. Soumick Chatterjee

Otto von Guericke University Magdeburg
Faculty of Computer Science
Institut für Technische und Betriebliche Informationssysteme (ITI)
Universitätsplatz 2, Gebäude 29, 39106, Magdeburg, G29-001
Vita

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:

  • Use of prior knowledge for interventional MRI (OVGU:ESF: MEMoRIAL - M!.p4)

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
Publikationen

2024

Begutachteter Zeitschriftenartikel

Beyond Nyquist - a comparative analysis of 3D deep learning models enhancing MRI resolution

Chatterjee, Soumick; Sciarra, Alessandro; Dünnwald, Max; Ashoka, Anitha Bhat Talagini; Vasudeva, Mayura Gurjar Cheepinahalli; Saravanan, Shudarsan; Sambandham, Venkatesh Thirugnana; Tummala, Pavan; Oeltze-Jafra, Steffen; Speck, Oliver; Nürnberger, Andreas

In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 9, Artikel 207, insges. 34 S.

VesselBoost: - a python toolbox for small blood vessel segmentation in human magnetic resonance angiography data

Xu, Marshall; Ribeiro, Fernanda L.; Barth, Markus; Bernier, Michaël; Bollmann, Steffen; Chatterjee, Soumick; Cognolato, Francesco; Gulban, Omer F.; Itkyal, Vaibhavi; Liu, Siyu; Mattern, Hendrik; Polimeni, Jonathan R.; Shaw, Thomas B.; Speck, Oliver; Bollmann, Saskia

In: Aperture Neuro - Organization for Human Brain Mapping . - 2024, Heft 4, insges. 13 S.

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: IEEE access / Institute of Electrical and Electronics Engineers - New York, NY : IEEE, Bd. 12 (2024), S. 99122-99136

Exploration of interpretability techniques for deep COVID-19 classification using chest X-ray images

Chatterjee, Soumick; Saad, Fatima; Sarasaen, Chompunuch; Ghosh, Suhita; Krug, Valerie; Khatun, Rupali; Mishra, Rahul; Desai, Nirja; Radeva, Petia; Rose, Georg; Stober, Sebastian; Speck, Oliver; Nürnberger, Andreas

In: Journal of imaging - Basel : MDPI, Bd. 10 (2024), Heft 2, Artikel 45, insges. 22 S.

2023

Abstract

Enhancing vessel continuity in deep learning based segmentation using maximum intensity projection as loss

Chatterjee, Soumick; Varma Chintalapati, Karthikesh; Radhakrishna, Chethan; Ram Kumar, Sri Chandana Hudukula; Sutrave, Raviteja; Mattern, Hendrik; Speck, Oliver; Nürnberger, Andreas

In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 3769 [Meeting: ISMRM & ISMRT Annual Meeting & Exhibition, Toronto, 03-08 June 2023]

Exploiting the inter-rater disagreement to improve probabilistic segmentation

Chatterjee, Soumick; Gaidzik, Franziska; Sciarra, Alessendro; Mattern, Hendrik; Gabor, Janiga; Speck, Oliver; Nürnberger, Andreas; Pathiraja, Sahani

In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 0810

Complex-valued fourier primal-dual - undersampled MRI reconstruction in hybrid-space

Chatterjee, Soumick; Ernst, Philipp; Speck, Oliver; Nürnberger, Andreas

In: ISMRM & ISMRT Annual Meeting & Exhibition - Concord, CA : International Society for Magnetic Resonance in Medicine . - 2023, Artikel 4955

Buchbeitrag

Unboxing the black-box of deep learning based reconstruction of undersampled MRIs

Chatterjee, Soumick; Das, Arnab; Khatun, Rupali; Nürnberger, Andreas

In: CEUR workshop proceedings - Aachen, Germany : RWTH Aachen, Bd. 3518 (2023), Artikel paper2, insges. 14 S.

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.

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.

Flavours of convolution for unsupervised aspect extraction and aspect-based sentiment analysis

Chatterjee, Soumick; Prakash, Sowmya; Nürnberger, Andreas

In: CEUR workshop proceedings - Aachen, Germany : RWTH Aachen, Bd. 3551 (2023), Artikel paper7, insges. 14 S.

Begutachteter Zeitschriftenartikel

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

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

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

Artikel in Kongressband

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.

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2023, insges. 4 S. [Konferenz: ISMRM 2023, Toronto, Canada, June 2023]

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.

Nicht begutachteter Zeitschriftenartikel

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, S. 73-74, Artikel L72 [Meeting: 34th Annual Meeting European Society for Hyperthermic Oncology, Gothenburg, Sweden, 14-17 September 2022]

Buchbeitrag

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: Proceedings of SPIE - Bellingham, Wash. : SPIE, Bd. 12242 (2022) [Konferenz: SPIE Optical Engineering + Application, San Diego, California, United States, 21-26 August 2022]

Begutachteter Zeitschriftenartikel

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), Artikel 106093

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.

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), Artikel 1505, insges. 11 S.

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.

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, Dissertation Otto-von-Guericke-Universität Magdeburg, Fakultät für Informatik 2022, xxv, 360 Seiten [Literaturverzeichnis: Seite 317-351][Literaturverzeichnis: Seite 317-351]

Artikel in Kongressband

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: ISMRM-ESMRMB 2022]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: ISMRM-ESMRMB 2022]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: ISMRM-ESMRMB 2022]

Learning to segment brain tumours using an explainable classifier

Chatterjee, Soumick; Yassin, Hadya; Dubost, Florian; Nürnberger, Andreas; Speck, Oliver

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: ISMRM-ESMRMB 2022]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 10 S. [Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022]

Primal-Dual UNet for sparse view cone beam computed tomography volume reconstruction

Ernst, Philipp; Chatterjee, Soumick; Rose, Georg; Nürnberger, Andreas

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2022, insges. 4 S. [Konferenz: Medical Imaging with Deep Learning (MIDL), Zürich, 2022]

Nicht begutachteter Zeitschriftenartikel

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.

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 . - 2022, Artikel 2201.13271, insges. 13 S.

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 . - 2022, Artikel 2206.06725, insges. 9 S.

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.

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.

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.

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 [Meeting: 38th Annual Scientific Meeting, ESMRMB 2021, Online, 7-9 October 2021]

Buchbeitrag

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) , 2021 - [Piscataway, NJ] : IEEE [Konferenz: 29th European Signal Processing Conference, EUSIPCO, Dublin, Ireland, 23-27 August 2021]

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 - [Setúbal] : SCITEPRESS - Science and Technology Publications, Lda. ; Marsico, Maria . - 2021, S. 488-494 [Konferenz: 10th International Conference on Pattern Recognition Applications and Methods, ICPRAM, Online, February 4-6, 2021]

Begutachteter Zeitschriftenartikel

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

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

Artikel in Kongressband

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: Medical Imaging with Deep Learning - OpenReview.net . - 2021, insges. 3 S. [Konferenz: Medical Imaging with Deep Learning, MIDL 2021, Lübeck, Germany, 7. Juli 2021]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]

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. [Konferenz: Medical Imaging with Deep Learning, MIDL 2021, Lübeck, Germany, 7. Juli 2021]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2021 [Kongress: 2021 ISMRM & SMRT Annual Meeting & Exhibition]

Nicht begutachteter Zeitschriftenartikel

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, Artikel 2105.14071, insges. 12 S.

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, Artikel 2110.08429, insges. 15 S.

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, Artikel 2112.13443, insges. 20 S.

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

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, Artikel 2103.09203

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, 08. - 14. August 2020 / ISMRM Annual Meeting & Exhibition , 2020 - 2020, Poster 3462 [ISMRM 28th annual ISMRM virtual conference & exhibition, virtual, 08. - 14. August 2020]

Artikel in Kongressband

Unsupervised learning for Abdominal MRI Segmentation using 3D Attention W-Net

Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020]

Upgraded W-net with attention gates and its application in unsupervised 3D liver segmentation

Mitta, Dhanunjaya; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: ICPRAM 2021]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. - 2020, insgesamt 5 Seiten [Konferenz: Medical Imaging Meets NeurIPS 2020, virtual, December 2020]

Wavelet filtering of undersampled MRI using trainable wavelets and CNN

Chatterjee, Soumick; Putti, Praveen; Nürnberger, Andreas; Speck, Oliver

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020]

Super resolution of dynamic MRI using deep learning, enhanced by prior-knowledge

Sarasaen, Chompunuch; Chatterjee, Soumick; Nürnberger, Andreas; Speck, Oliver

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Kongress: ESMRMB 2020 Online Convergence Science & Education, September 30 - October 2, 2020]

Evaluation of deep learning techniques for motion artifacts removal

Sciarra, Alessandro; Chatterjee, Soumick; Dünnwald, Max; Speck, Oliver; Oeltze-Jafra, Steffen

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2020 [Konferenz: ISMRM & SMRT Virtual Conference & Exhibition, 08-14 August 2020]

Nicht begutachteter Zeitschriftenartikel

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

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

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 - Mannheim . - 2019 [Konferenz: 4th Image-Guided Interventions Conference, Mannheim, Germany, November 4 - 5, 2019]

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 - Mannheim . - 2019 [Konferenz: 4th Image-Guided Interventions Conference, Mannheim, Germany, November 4 - 5, 2019]

Buchbeitrag

Breathing deformation model - application to multi-resolution abdominal MRI

Sarasaen, Chompunuch; Chatterjee, Soumick; Breitkopf, Mario; Iuso, Domenico; Rose, Georg; Speck, Oliver

In: Biomedical engineering ranging from wellness to intensive care / IEEE Engineering in Medicine and Biology Society , 2019 - [Piscataway, NJ] : IEEE ; Barbieri, Ricardo, S. 2769-2772 [Konferenz: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, Berlin, Germany, 23-27 July 2019]

Breathing deformation model - application to multi-resolution abdominal MRI

Sarasaen, Chompunuch; Chatterjee, Soumick; Breitkopf, Mario; Iuso, Domenico; Rose, Georg; Speck, Oliver

In: 41st Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC) - [Piscataway, NJ] : IEEE . - 2019 [Konferenz: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC, Berlin, Germany, 23-27 July 2019]

Begutachteter Zeitschriftenartikel

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

Artikel in Kongressband

CHAOS challenge - team OvGU MEMoRIAL

Ernst, Philipp; Chatterjee, Soumick; Speck, Oliver; Nürnberger, Andreas

In: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2019 [Symposium: IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, Apr 11, 2019]

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: ResearchGATE - Cambridge, Mass. : ResearchGATE Corp. . - 2019 [Konferenz: ESMRMB 2019, Rotterdam]

2018

Begutachteter Zeitschriftenartikel

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

Artikel in Kongressband

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

Begutachteter Zeitschriftenartikel

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

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

Buchbeitrag

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

Begutachteter Zeitschriftenartikel

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

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