CHAOS challenge-combined (CT-MR) healthy abdominal organ segmentation AE Kavur, NS Gezer, M Barış, S Aslan, PH Conze, V Groza, DD Pham, ... Medical Image Analysis 69, 101950, 2021 | 532 | 2021 |
Classification of Brain Tumours in MR Images using Deep Spatiospatial Models S Chatterjee, FA Nizamani, A Nürnberger, O Speck Scientific Reports 12, 1--11, 2022 | 74 | 2022 |
Exploration of interpretability techniques for deep covid-19 classification using chest x-ray images S Chatterjee, F Saad, C Sarasaen, S Ghosh, V Krug, R Khatun, R Mishra, ... arXiv preprint arXiv:2006.02570, 2020 | 43* | 2020 |
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge C Sarasaen, S Chatterjee, M Breitkopf, G Rose, A Nürnberger, O Speck Artificial Intelligence in Medicine 121, 102196, 2021 | 34 | 2021 |
Text classification using SVM enhanced by multithreading and CUDA S Chatterjee, PG Jose, D Datta International Journal of Modern Education and Computer Science 11 (1), 11-23, 2019 | 28 | 2019 |
Reconresnet: Regularised residual learning for mr image reconstruction of undersampled cartesian and radial data S Chatterjee, M Breitkopf, C Sarasaen, H Yassin, G Rose, A Nürnberger, ... Computers in biology and medicine 143, 105321, 2022 | 27 | 2022 |
ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning S Chatterjee, A Sciarra, M Dünnwald, RV Mushunuri, R Podishetti, ... 2021 29th European Signal Processing Conference (EUSIPCO), 940-944, 2021 | 24 | 2021 |
DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data S Chatterjee, K Prabhu, M Pattadkal, G Bortsova, C Sarasaen, F Dubost, ... Journal of Imaging 8 (10), 259, 2022 | 21* | 2022 |
TorchEsegeta: Framework for interpretability and explainability of image-based deep learning models S Chatterjee, A Das, C Mandal, B Mukhopadhyay, M Vipinraj, A Shukla, ... Applied Sciences 12 (4), 1834, 2022 | 17 | 2022 |
MedShapeNet--A large-scale dataset of 3D medical shapes for computer vision J Li, A Pepe, C Gsaxner, G Luijten, Y Jin, N Ambigapathy, E Nasca, ... arXiv preprint arXiv:2308.16139, 2023 | 16 | 2023 |
Hash and Salt based Steganographic Approach with Modified LSB Encoding PG Jose, S Chatterjee, M Patodia, S Kabra, A Nath International Journal of Innovative Research in Computer and Communication …, 2016 | 16 | 2016 |
StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder S Chatterjee, A Sciarra, M Dünnwald, P Tummala, SK Agrawal, A Jauhari, ... Computers in Biology and Medicine 149, 106093, 2022 | 15 | 2022 |
Retrospective motion correction of MR images using prior-assisted deep learning S Chatterjee, A Sciarra, M Dünnwald, S Oeltze-Jafra, A Nürnberger, ... arXiv preprint arXiv:2011.14134, 2020 | 12 | 2020 |
Auto-explore the web–web crawler S Chatterjee, A Nath International Journal of Innovative Research in Computer and Communication …, 2017 | 12 | 2017 |
Sinogram upsampling using Primal–Dual UNet for undersampled CT and radial MRI reconstruction P Ernst, S Chatterjee, G Rose, O Speck, A Nürnberger Neural Networks 166, 704-721, 2023 | 10 | 2023 |
Ddos-unet: Incorporating temporal information using dynamic dual-channel unet for enhancing super-resolution of dynamic mri S Chatterjee, C Sarasaen, G Rose, A Nürnberger, O Speck IEEE Access, 2024 | 8 | 2024 |
Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN S Chatterjee, P Tummala, O Speck, A Nürnberger 2022 IEEE 5th International Conference on Image Processing Applications and …, 2022 | 8 | 2022 |
Upgraded W-Net with Attention Gates and Its Application in Unsupervised 3D Liver Segmentation D Mitta, S Chatterjee, O Speck, A Nürnberger Proceedings of the 10th International Conference on Pattern Recognition …, 2021 | 6 | 2021 |
Reference-less SSIM regression for detection and quantification of motion artefacts in brain MRIs A Sciarra, S Chatterjee, M Dünnwald, G Placidi, A Nürnberger, O Speck, ... Medical imaging with deep learning, 2022 | 5 | 2022 |
Going beyond the image space: undersampled MRI reconstruction directly in the k-space using a complex valued residual neural network S Chatterjee, C Sarasaen, A Sciarra, M Breitkopf, S Oeltze-Jafra, ... ISMRM 2021, 2021 | 5 | 2021 |