Pavan Tummala

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 6

Top Topics

Computed Tomography

Cellular Neural Networks

Top Venues

Bildverarbeitung für die Medizin

Comput. Biol. Medicine

Comput. Methods Programs Biomed.

Publications

Pavan Tummala, Georg Hille, Sylvia Saalfeld
Automatic Lung Nodule Segmentation in CT Imaging using an Improved 3D-Res2Unet. Bildverarbeitung für die Medizin (2023)
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 (2023)
Soumick Chatterjee, Pavan Tummala, Oliver Speck, Andreas Nürnberger
Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN. CoRR (2023)
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 (2022)
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 (2022)
Soumick Chatterjee, Pavan Tummala, Oliver Speck, Andreas Nürnberger
Complex Network for Complex Problems: A comparative study of CNN and Complex-valued CNN. IPAS (2022)