Pavan Tummala

According to our database, Pavan Tummala authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

Towards Segmenting the Invisible: An End-to-End Registration and Segmentation Framework for Weakly Supervised Tumour Analysis.

Budhaditya Mukhopadhyay, Chirag Mandal, Pavan Tummala, Naghmeh Mahmoodian, Andreas Nürnberger, Soumick Chatterjee

Proceedings of the Artificial Intelligence for Biomedical Data, 2025

2024

Transformers for colorectal cancer segmentation in CT imaging.

Georg Hille, Pavan Tummala, Lena Spitz, Sylvia Saalfeld

Int. J. Comput. Assist. Radiol. Surg., October, 2024

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

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., October, 2023

Automatic Lung Nodule Segmentation in CT Imaging using an Improved 3D-Res2Unet.

Pavan Tummala, Georg Hille, Sylvia Saalfeld

Proceedings of the Bildverarbeitung für die Medizin 2023, 2023

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

Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN.

Soumick Chatterjee, Pavan Tummala, Oliver Speck, Andreas Nürnberger

Proceedings of the 5th IEEE International Conference on Image Processing Applications and Systems, 2022