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Automated Segmentation of Large Image Datasets using Artificial Intelligence for Microstructure Characterisation, Damage Analysis and High-Throughput Modelling Input2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Setareh Medghalchi, Joscha Kortmann, Sang-Hyeok Lee, U. Kerzel, Sandra Korte‐Kerzel
0citations -
Moodle2EventLog: A Tool for Pedagogically-Driven Log Enrichment and Analysis2025 International Conference on Computer Supported Education conference-paper Computer Science Online Learning and Analytics Open access
Noura Joudieh, Wil M. P. van der Aalst, Ronan Champagnat, Mourad Rabah, Samuel Nowakowski
1citations -
Phase-adaptive automated whole-liver quantification of signal intensity-derived liver indices from gadoxetic acid-enhanced MRI2026 European Radiology Experimental article Computer Science Medical Image Segmentation Techniques Open access
Felix Barajas Ordonez, Simon Westfechtel, Fadi Matar, Christian Schmidt, J Lemessa, Patrick Wienholt, +4 more
0citations -
Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Ekin Yağış, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, +7 more
25citations -
Harnessing Artificial Intelligence for Enhanced Renal Analysis: Automated Detection of Hydronephrosis and Precise Kidney Segmentation2024 European Urology Open Science article Computer Science Medical Image Segmentation Techniques Open access
Radu Alexa, Jennifer Kranz, Rafael Kramann, Christoph Kuppe, Ritabrata Sanyal, Sikander Hayat, +4 more
9citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy2025 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
4citations -
Pruning Federated Models Through Loss Landscape Analysis and Client Agreement Scoring2026 IEEE Internet of Things Journal article Computer Science Privacy-Preserving Technologies in Data Open access
Christian Internò, Elena Raponi, Markus Olhofer, Ali Raza, Thomas Bäck, Yaochu Jin, +1 more
2citations -
Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-guided Radiotherapy2024 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Nikoo Moradi, André Filipe Ferreira, Behrus Puladi, Jens Kleesiek, Emad Fatemizadeh, Gijs Luijten, +2 more
0citations