A robust multi-scale approach to quantitative susceptibility mapping. - Julio Acosta-Cabronero; Carlos Milovic; Hendrik Mattern; Cristian Tejos; Oliver Speck; Martina F. Callaghan (NeuroImage, 2018)

Entropy-Based SVM Classifier for Automatic Detection of Motion Artifacts in Clinical MRI. - Chandrakanth Jayachandran Preetha; Hendrik Mattern; Medha Juneja; Johannes Vogt; Oliver Speck; Thomas Hartkens (Bildverarbeitung für die Medizin, 2020)

DS6: Deformation-aware learning for small vessel segmentation with small, imperfectly labeled dataset. - Soumick Chatterjee; Kartik Prabhu; Mahantesh Pattadkal; Gerda Bortsova; Florian Dubost; Hendrik Mattern; Marleen de Bruijne; Oliver Speck; Andreas Nürnberger (CoRR, 2020)

DS6, Deformation-Aware Semi-Supervised Learning: Application to Small Vessel Segmentation with Noisy Training Data. - Soumick Chatterjee; Kartik Prabhu; Mahantesh Pattadkal; Gerda Bortsova; Chompunuch Sarasaen; Florian Dubost; Hendrik Mattern; Marleen de Bruijne; Oliver Speck; Andreas Nürnberger (J. Imaging, 2022)

A hybrid hierarchical strategy for registration of 7T TOF-MRI to 7T PC-MRI intracranial vessel data. - Lena Spitz; Franziska Gaidzik; Daniel Stucht; Hendrik Mattern; Bernhard Preim; Sylvia Saalfeld (Int. J. Comput. Assist. Radiol. Surg., 2023)

Vessel distance mapping: A novel methodology for assessing vascular-induced cognitive resilience. - 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 (NeuroImage, 2023)

SPOCKMIP: Segmentation of Vessels in MRAs with Enhanced Continuity using Maximum Intensity Projection as Loss. - Chethan Radhakrishna; Karthikesh Varma Chintalapati; Sri Chandana Hudukula Ram Kumar; Raviteja Sutrave; Hendrik Mattern; Oliver Speck; Andreas Nürnberger; Soumick Chatterjee (CoRR, 2024)

SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms. - 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; et al. (CoRR, 2024)

PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation. - Soumick Chatterjee; Franziska Gaidzik; Alessandro Sciarra; Hendrik Mattern; Gábor Janiga; Oliver Speck; Andreas Nürnberger; Sahani Pathiraja (Medical Image Anal., 2025)

Putamen vascularization on high-resolution 7T MRI is associated with perfusion and cognitive performance in cerebral small vessel disease. - Philipp Arndt; Stefanie Boewe; Jascha Brüggemann; Berta Garcia-Garcia; Renat Yakupov; Niklas Vockert; Anne Maas; Malte Pfister; Valentina Perosa; Marwa Al Dubai; Robin Jansen; Sven G. Meuth; et al. (NeuroImage, 2025)