Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN. - Soumick Chatterjee; Pavan Tummala; Oliver Speck; Andreas Nürnberger (IPAS, 2022)

StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder. - Soumick Chatterjee; Alessandro Sciarra; Max Dünnwald; Pavan Tummala; Shubham Kumar Agrawal; Aishwarya Jauhari; Aman Kalra; Steffen Oeltze-Jafra; Oliver Speck; Andreas Nürnberger (Comput. Biol. Medicine, 2022)

Automatic Lung Nodule Segmentation in CT Imaging using an Improved 3D-Res2Unet. - Pavan Tummala; Georg Hille; Sylvia Saalfeld (Bildverarbeitung für die Medizin, 2023)

Joint liver and hepatic lesion segmentation in MRI using a hybrid CNN with transformer layers. - Georg Hille; Shubham Agrawal; Pavan Tummala; Christian Wybranski; Maciej Pech; Alexey Surov; Sylvia Saalfeld (Comput. Methods Programs Biomed., 2023)

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 (J. Imaging, 2024)

Transformers for colorectal cancer segmentation in CT imaging. - Georg Hille; Pavan Tummala; Lena Spitz; Sylvia Saalfeld (Int. J. Comput. Assist. Radiol. Surg., 2024)