Robotic ultrasound-guided facet joint insertion. - Javier Esteban; Walter Simson; Sebastian Requena Witzig; Anna Rienmüller; Salvatore Virga; Benjamin Frisch; Oliver Zettinig; Drazen Sakara; Yu-Mi Ryang; Nassir Navab; Christoph Hennersperger (Int. J. Comput. Assist. Radiol. Surg., 2018)

Abstract: Beamforming Sub-Sampled Raw Ultrasound Data with DeepFormer. - Walter Simson; Magdalini Paschali; Guillaume Zahnd; Nassir Navab (Bildverarbeitung für die Medizin, 2019)

Manifold Exploring Data Augmentation with Geometric Transformations for Increased Performance and Robustness. - Magdalini Paschali; Walter Simson; Abhijit Guha Roy; Rüdiger Göbl; Christian Wachinger; Nassir Navab (IPMI, 2019)

Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness. - Magdalini Paschali; Walter Simson; Abhijit Guha Roy; Muhammad Ferjad Naeem; Rüdiger Göbl; Christian Wachinger; Nassir Navab (CoRR, 2019)

Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks. - Magdalini Paschali; Muhammad Ferjad Naeem; Walter Simson; Katja Steiger; Martin Mollenhauer; Nassir Navab (CoRR, 2019)

End-to-End Learning-Based Ultrasound Reconstruction. - Walter Simson; Rüdiger Göbl; Magdalini Paschali; Markus Krönke; Klemens Scheidhauer; Wolfgang Weber 005; Nassir Navab (CoRR, 2019)

Ultrasound-Guided Robotic Navigation with Deep Reinforcement Learning. - Hannes Hase; Mohammad Farid Azampour; Maria Tirindelli; Magdalini Paschali; Walter Simson; Emad Fatemizadeh; Nassir Navab (IROS, 2020)

TeCNO: Surgical Phase Recognition with Multi-stage Temporal Convolutional Networks. - Tobias Czempiel; Magdalini Paschali; Matthias Keicher; Walter Simson; Hubertus Feussner; Seong Tae Kim 001; Nassir Navab (MICCAI (3), 2020)

Automatic Normal Positioning of Robotic Ultrasound Probe Based Only on Confidence Map Optimization and Force Measurement. - Zhongliang Jiang; Matthias Grimm; Mingchuan Zhou; Javier Esteban; Walter Simson; Guillaume Zahnd; Nassir Navab (IEEE Robotics Autom. Lett., 2020)

Rethinking Ultrasound Augmentation: A Physics-Inspired Approach. - Maria Tirindelli; Christine Eilers; Walter Simson; Magdalini Paschali; Mohammad Farid Azampour; Nassir Navab (MICCAI (8), 2021)

CACTUSS: Common Anatomical CT-US Space for US Examinations. - Yordanka Velikova; Walter Simson; Mehrdad Salehi; Mohammad Farid Azampour; Philipp Paprottka; Nassir Navab (MICCAI (3), 2022)

Acoustic Shadowing Aware Robotic Ultrasound: Lighting up the Dark. - Viviana Sutedjo; Maria Tirindelli; Christine Eilers; Walter Simson; Benjamin Busam; Nassir Navab (IEEE Robotics Autom. Lett., 2022)

Self-supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET. - Francesca De Benetti; Walter Simson; Magdalini Paschali; Hasan Sari; Axel Rominger; Kuangyu Shi; Nassir Navab; Thomas Wendler 001 (MICCAI (1), 2023)

Differentiable Beamforming for Ultrasound Autofocusing. - Walter Simson; Louise Zhuang; Sergio J. Sanabria; Neha Antil; Jeremy J. Dahl; Dongwoon Hyun (MICCAI (10), 2023)

LOTUS: Learning to Optimize Task-Based US Representations. - Yordanka Velikova; Mohammad Farid Azampour; Walter Simson; Vanessa Gonzalez Duque; Nassir Navab (MICCAI (1), 2023)

Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning. - Walter A. Simson; Magdalini Paschali; Vasiliki Sideri-Lampretsa; Nassir Navab; Jeremy J. Dahl (CoRR, 2023)

Implicit Neural Representations for Breathing-compensated Volume Reconstruction in Robotic Ultrasound Aorta Screening. - Yordanka Velikova; Mohammad Farid Azampour; Walter Simson; Marco Esposito; Nassir Navab (CoRR, 2023)

Implicit Neural Representations for Breathing-compensated Volume Reconstruction in Robotic Ultrasound. - Yordanka Velikova; Mohammad Farid Azampour; Walter Simson; Marco Esposito; Nassir Navab (ICRA, 2024)

PHOCUS: Physics-Based Deconvolution for Ultrasound Resolution Enhancement. - Felix Duelmer; Walter Simson; Mohammad Farid Azampour; Magdalena Wysocki; Angelos Karlas; Nassir Navab (ASMUS@MICCAI, 2024)

SINR: Spline-enhanced implicit neural representation for multi-modal registration. - Vasiliki Sideri-Lampretsa; Julian McGinnis; Huaqi Qiu; Magdalini Paschali; Walter Simson; Daniel Rueckert (MIDL, 2024)

CACTUSS: Common Anatomical CT-US Space for US examinations. - Yordanka Velikova; Walter Simson; Mohammad Farid Azampour; Philipp Paprottka; Nassir Navab (Int. J. Comput. Assist. Radiol. Surg., 2024)