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ORCIDHendrik Mattern
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2020 – today
- 2025
[j6]Soumick Chatterjee
, Franziska Gaidzik, Alessandro Sciarra, Hendrik Mattern, Gábor Janiga, Oliver Speck, Andreas Nürnberger, Sahani Pathiraja:
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation. Medical Image Anal. 103: 103623 (2025)- [j5]Philipp Arndt, Stefanie Boewe, Jascha Brüggemann, Berta Garcia-Garcia, Renat Yakupov, Niklas Vockert, Anne Maaß, Malte Pfister, Valentina Perosa, Marwa Al Dubai, Robin Jansen, Sven G. Meuth, Marc Dörner, Patrick Müller, Solveig Henneicke, Frank Schreiber, Katja Neumann, Hendrik Mattern, Stefanie Schreiber:
Putamen vascularization on high-resolution 7T MRI is associated with perfusion and cognitive performance in cerebral small vessel disease. NeuroImage 319: 121426 (2025) - 2024
- [i4]Chethan Radhakrishna, Karthikesh Varma Chintalapati, Sri Chandana Hudukula Ram Kumar, Raviteja Sutrave, Hendrik Mattern, Oliver Speck, Andreas Nürnberger, Soumick Chatterjee:
SPOCKMIP: Segmentation of Vessels in MRAs with Enhanced Continuity using Maximum Intensity Projection as Loss. CoRR abs/2407.08655 (2024) - [i3]Soumick Chatterjee, Hendrik Mattern, Marc Dörner, Alessandro Sciarra, Florian Dubost, Hannes Schnurre, Rupali Khatun, Chun-Chih Yu, Tsung-Lin Hsieh, Yi-Shan Tsai, Yi-Zeng Fang, Yung-Ching Yang, Juinn-Dar Huang, Marshall Xu, Siyu Liu, Fernanda L. Ribeiro, Saskia Bollmann, Karthikesh Varma Chintalapati, Chethan Radhakrishna, Sri Chandana Hudukula Ram Kumar, Raviteja Sutrave, Abdul Qayyum, Moona Mazher, Imran Razzak, Cristóbal Rodero, Steven Niederren, Fengming Lin, Yan Xia, Jiacheng Wang, Riyu Qiu, Liansheng Wang, Arya Yazdan Panah, Rosana El Jurdi, Guanghui Fu, Janan Arslan, Ghislain Vaillant, Romain Valabrègue, Didier Dormont, Bruno Stankoff, Olivier Colliot, Luisa Vargas, Isai Daniel Chacón, Ioannis Pitsiorlas, Pablo Arbeláez, Maria A. Zuluaga, Stefanie Schreiber, Oliver Speck, Andreas Nürnberger:
SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms. CoRR abs/2411.09593 (2024) - 2023
- [j4]Lena Spitz, Franziska Gaidzik, Daniel Stucht, Hendrik Mattern, Bernhard Preim, Sylvia Saalfeld:
A hybrid hierarchical strategy for registration of 7T TOF-MRI to 7T PC-MRI intracranial vessel data. Int. J. Comput. Assist. Radiol. Surg. 18(5): 837-844 (2023) - [j3]Berta Garcia-Garcia, Hendrik Mattern, Niklas Vockert, Renat Yakupov, Frank Schreiber, Marco Spallazzi, Valentina Perosa, Aiden Haghikia, Oliver Speck, Emrah Düzel, Anne Maaß, Stefanie Schreiber:
Vessel distance mapping: A novel methodology for assessing vascular-induced cognitive resilience. NeuroImage 274: 120094 (2023) - [i2]Soumick Chatterjee, Franziska Gaidzik, Alessandro Sciarra, Hendrik Mattern, Gábor Janiga, Oliver Speck, Andreas Nürnberger, Sahani Pathiraja:
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation. CoRR abs/2312.15686 (2023) - 2022
- [j2]Soumick Chatterjee, Kartik Prabhu, Mahantesh Pattadkal, Gerda Bortsova, Chompunuch Sarasaen, Florian Dubost, Hendrik Mattern, Marleen de Bruijne, Oliver Speck, Andreas Nürnberger:
DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data. J. Imaging 8(10): 259 (2022) - 2020
- [c1]Chandrakanth Jayachandran Preetha, Hendrik Mattern, Medha Juneja, Johannes Vogt, Oliver Speck, Thomas Hartkens:
Entropy-Based SVM Classifier for Automatic Detection of Motion Artifacts in Clinical MRI. Bildverarbeitung für die Medizin 2020: 107-112 - [i1]Soumick Chatterjee, Kartik Prabhu, Mahantesh Pattadkal, Gerda Bortsova, Florian Dubost, Hendrik Mattern, Marleen de Bruijne, Oliver Speck, Andreas Nürnberger:
DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset. CoRR abs/2006.10802 (2020)
2010 – 2019
- 2018
- [j1]Julio Acosta-Cabronero, Carlos Milovic, Hendrik Mattern, Cristian Tejos, Oliver Speck, Martina F. Callaghan:
A robust multi-scale approach to quantitative susceptibility mapping. NeuroImage 183: 7-24 (2018)
Coauthor Index
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