Breathing deformation model - application to multi-resolution abdominal MRI. - Chompunuch Sarasaen; Soumick Chatterjee; Mario Breitkopf; Domenico Iuso; Georg Rose; Oliver Speck (EMBC, 2019)

Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images. - Soumick Chatterjee; Fatima Saad; Chompunuch Sarasaen; Suhita Ghosh; Rupali Khatun; Petia Radeva; Georg Rose; Sebastian Stober; Oliver Speck; Andreas Nürnberger (CoRR, 2020)

Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge. - Chompunuch Sarasaen; Soumick Chatterjee; Mario Breitkopf; Georg Rose; Andreas Nürnberger; Oliver Speck (Artif. Intell. Medicine, 2021)

TorchEsegeta: Framework for Interpretability and Explainability of Image-based Deep Learning Models. - Soumick Chatterjee; Arnab Das; Chirag Mandal; Budhaditya Mukhopadhyay; Manish Vipinraj; Aniruddh Shukla; Rajatha Nagaraja Rao; Chompunuch Sarasaen; Oliver Speck; Andreas Nürnberger (CoRR, 2021)

ReconResNet: Regularised residual learning for MR image reconstruction of Undersampled Cartesian and Radial data. - Soumick Chatterjee; Mario Breitkopf; Chompunuch Sarasaen; Hadya Yassin; Georg Rose; Andreas Nürnberger; Oliver Speck (Comput. Biol. Medicine, 2022)

DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data. - Soumick Chatterjee; Kartik Prabhu; Mahantesh Pattadkal; Gerda Bortsova; Chompunuch Sarasaen; Florian Dubost; Hendrik Mattern; Marleen de Bruijne; Oliver Speck; Andreas Nürnberger (J. Imaging, 2022)

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, 2024)

Incorporation of prior knowledge into dynamic MRI reconstruction - Chompunuch Sarasaen (2024)

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; et al. (J. Imaging, 2024)