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ORCIDPavan Tummala
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2020 – today
- 2024
[j4]Georg Hille, Pavan Tummala, Lena Spitz, Sylvia Saalfeld:
Transformers for colorectal cancer segmentation in CT imaging. Int. J. Comput. Assist. Radiol. Surg. 19(10): 2079-2087 (2024)- [j3]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:
Beyond Nyquist: A Comparative Analysis of 3D Deep Learning Models Enhancing MRI Resolution. J. Imaging 10(9): 207 (2024) - 2023
- [j2]Georg Hille, Shubham Agrawal, Pavan Tummala, Christian Wybranski, Maciej Pech, Alexey Surov, Sylvia Saalfeld:
Joint liver and hepatic lesion segmentation in MRI using a hybrid CNN with transformer layers. Comput. Methods Programs Biomed. 240: 107647 (2023) - [c2]Pavan Tummala, Georg Hille, Sylvia Saalfeld:
Automatic Lung Nodule Segmentation in CT Imaging using an Improved 3D-Res2Unet. Bildverarbeitung für die Medizin 2023: 165-170 - [i2]Soumick Chatterjee, Pavan Tummala, Oliver Speck, Andreas Nürnberger:
Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN. CoRR abs/2302.04584 (2023) - 2022
- [j1]Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger:
StRegA: Unsupervised anomaly detection in brain MRIs using a compact context-encoding variational autoencoder. Comput. Biol. Medicine 149: 106093 (2022) - [c1]Soumick Chatterjee, Pavan Tummala, Oliver Speck, Andreas Nürnberger:
Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN. IPAS 2022: 1-5 - [i1]Soumick Chatterjee, Alessandro Sciarra, Max Dünnwald, Pavan Tummala, Shubham Kumar Agrawal, Aishwarya Jauhari, Aman Kalra, Steffen Oeltze-Jafra, Oliver Speck, Andreas Nürnberger:
StRegA: Unsupervised Anomaly Detection in Brain MRIs using a Compact Context-encoding Variational Autoencoder. CoRR abs/2201.13271 (2022)
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