Dimitrios Toumpanakis

According to our database, Dimitrios Toumpanakis authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

ASE-Net for Segmentation of Post-Operative Glioblastoma and Patient-Specific Fine-Tuning for Segmentation Refinement of Follow-Up MRI Scans.

Swagata Kundu, Subhashis Banerjee, Eva Breznik, Dimitrios Toumpanakis, Johan Wikström, Robin Strand, Ashis Kumar Dhara

SN Comput. Sci., January, 2024

CAAT-Class Attention Augmented Transformers for Quantification of Post-Operative Glioblastoma with Follow-Up.

Swagata Kundu, Dimitrios Toumpanakis, Johan Wikström, Robin Strand, Ashis Kumar Dhara

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

3-D Attention-SEV-Net for Segmentation of Post-operative Glioblastoma with Interactive Correction of Over-Segmentation.

Swagata Kundu, Subhashis Banerjee, Dimitrios Toumpanakis, Johan Wikström, Robin Strand, Ashis Kumar Dhara

Proceedings of the Pattern Recognition and Machine Intelligence, 2023

Deep curriculum learning for follow-up MRI registration in glioblastoma.

Subhashis Banerjee, Dimitrios Toumpanakis, Ashis Kumar Dhara, Johan Wikström, Robin Strand

Proceedings of the Medical Imaging 2023: Image Processing, 2023

A Simple End-to-End Computer-Aided Detection Pipeline for Trained Deep Learning Models.

Ali Teymur Kahraman, Tomas Fröding, Dimitrios Toumpanakis, Mikael Fridenfalk, Christian Jamtheim Gustafsson, Tobias Sjöblom

Proceedings of the Engineering of Computer-Based Systems - 8th International Conference, 2023

2022

Topology-Aware Learning for Volumetric Cerebrovascular Segmentation.

Subhashis Banerjee, Dimitrios Toumpanakis, Ashis Kumar Dhara, Johan Wikström, Robin Strand

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022