Anjany Sekuboyina

Publications (24)

Self-Supervised Pretext Tasks in Model Robustness & Generalizability: A Revisit from Medical Imaging Perspective.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Fernando Navarro , Christopher Watanabe , Suprosanna Shit , Anjany Sekuboyina , Jan C Peeken , Stephanie E Combs , Bjoern H Menze

Prediction of Incidental Osteoporotic Fractures at Vertebral-Specific Level Using 3D Non-Linear Finite Element Parameters Derived from Routine Abdominal MDCT.

Diagnostics (Basel, Switzerland)

Avec: Long Yu Yeung , Nithin Manohar Rayudu , Maximilian Löffler , Anjany Sekuboyina , Egon Burian , Nico Sollmann , Michael Dieckmeyer , Tobias Greve , Jan S Kirschke , Karupppasamy Subburaj , Thomas Baum

VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images.

Medical image analysis

Avec: Anjany Sekuboyina , Malek E Husseini , Amirhossein Bayat , Maximilian Löffler , Hans Liebl , Hongwei Li , Giles Tetteh , Jan Kukačka , Christian Payer , Darko Štern , Martin Urschler , Maodong Chen , Dalong Cheng , Nikolas Lessmann , Yujin Hu , Tianfu Wang , Dong Yang , Daguang Xu , Felix Ambellan , Tamaz Amiranashvili , Moritz Ehlke , Hans Lamecker , Sebastian Lehnert , Marilia Lirio , Nicolás Pérez de Olaguer , Heiko Ramm , Manish Sahu , Alexander Tack , Stefan Zachow , Tao Jiang , Xinjun Ma , Christoph Angerman , Xin Wang , Kevin Brown , Alexandre Kirszenberg , Élodie Puybareau , Di Chen , Yiwei Bai , Brandon H Rapazzo , Timyoas Yeah , Amber Zhang , Shangliang Xu , Feng Hou , Zhiqiang He , Chan Zeng , Zheng Xiangshang , Xu Liming , Tucker J Netherton , Raymond P Mumme , Laurence E Court , Zixun Huang , Chenhang He , Li-Wen Wang , Sai Ho Ling , Lê Duy Huỳnh , Nicolas Boutry , Roman Jakubicek , Jiri Chmelik , Supriti Mulay , Mohanasankar Sivaprakasam , Johannes C Paetzold , Suprosanna Shit , Ivan Ezhov , Benedikt Wiestler , Ben Glocker , Alexander Valentinitsch , Markus Rempfler , Björn H Menze , Jan S Kirschke

Incidental vertebral fracture prediction using neuronal network-based automatic spine segmentation and volumetric bone mineral density extraction from routine clinical CT scans.

Frontiers in endocrinology

Avec: Jannis Bodden , Michael Dieckmeyer , Nico Sollmann , Egon Burian , Sebastian Rühling , Maximilian T Löffler , Anjany Sekuboyina , Malek El Husseini , Claus Zimmer , Jan S Kirschke , Thomas Baum

SPINEPS-automatic whole spine segmentation of T2-weighted MR images using a two-phase approach to multi-class semantic and instance segmentation.

European radiology

Avec: Hendrik Möller , Robert Graf , Joachim Schmitt , Benjamin Keinert , Hanna Schön , Matan Atad , Anjany Sekuboyina , Felix Streckenbach , Florian Kofler , Thomas Kroencke , Stefanie Bette , Stefan N Willich , Thomas Keil , Thoralf Niendorf , Tobias Pischon , Beate Endemann , Bjoern Menze , Daniel Rueckert , Jan S Kirschke

A Vertebral Segmentation Dataset with Fracture Grading.

Radiology. Artificial intelligence

Avec: Maximilian T Löffler , Anjany Sekuboyina , Alina Jacob , Anna-Lena Grau , Andreas Scharr , Malek El Husseini , Mareike Kallweit , Claus Zimmer , Thomas Baum , Jan S Kirschke

Prediction of incident vertebral fractures in routine MDCT: Comparison of global texture features, 3D finite element parameters and volumetric BMD.

European journal of radiology

Avec: Michael Dieckmeyer , Nithin Manohar Rayudu , Long Yu Yeung , Maximilian Löffler , Anjany Sekuboyina , Egon Burian , Nico Sollmann , Jan S Kirschke , Thomas Baum , Karupppasamy Subburaj

Automated detection of the contrast phase in MDCT by an artificial neural network improves the accuracy of opportunistic bone mineral density measurements.

European radiology

Avec: Sebastian Rühling , Fernando Navarro , Anjany Sekuboyina , Malek El Husseini , Thomas Baum , Bjoern Menze , Rickmer Braren , Claus Zimmer , Jan S Kirschke

Level-Specific Volumetric BMD Threshold Values for the Prediction of Incident Vertebral Fractures Using Opportunistic QCT: A Case-Control Study.

Frontiers in endocrinology

Avec: Michael Dieckmeyer , Maximilian Thomas Löffler , Malek El Husseini , Anjany Sekuboyina , Bjoern Menze , Nico Sollmann , Maria Wostrack , Claus Zimmer , Thomas Baum , Jan Stefan Kirschke

A Unified 3D Framework for Organs-at-Risk Localization and Segmentation for Radiation Therapy Planning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Avec: Fernando Navarro , Guido Sasahara , Suprosanna Shit , Anjany Sekuboyina , Ivan Ezhov , Jan C Peeken , Stephanie E Combs , Bjoern H Menze

The Liver Tumor Segmentation Benchmark (LiTS).

Medical image analysis

Avec: Patrick Bilic , Patrick Christ , Hongwei Bran Li , Eugene Vorontsov , Avi Ben-Cohen , Georgios Kaissis , Adi Szeskin , Colin Jacobs , Gabriel Efrain Humpire Mamani , Gabriel Chartrand , Fabian Lohöfer , Julian Walter Holch , Wieland Sommer , Felix Hofmann , Alexandre Hostettler , Naama Lev-Cohain , Michal Drozdzal , Michal Marianne Amitai , Refael Vivanti , Jacob Sosna , Ivan Ezhov , Anjany Sekuboyina , Fernando Navarro , Florian Kofler , Johannes C Paetzold , Suprosanna Shit , Xiaobin Hu , Jana Lipková , Markus Rempfler , Marie Piraud , Jan Kirschke , Benedikt Wiestler , Zhiheng Zhang , Christian Hülsemeyer , Marcel Beetz , Florian Ettlinger , Michela Antonelli , Woong Bae , Míriam Bellver , Lei Bi , Hao Chen , Grzegorz Chlebus , Erik B Dam , Qi Dou , Chi-Wing Fu , Bogdan Georgescu , Xavier Giró-I-Nieto , Felix Gruen , Xu Han , Pheng-Ann Heng , Jürgen Hesser , Jan Hendrik Moltz , Christian Igel , Fabian Isensee , Paul Jäger , Fucang Jia , Krishna Chaitanya Kaluva , Mahendra Khened , Ildoo Kim , Jae-Hun Kim , Sungwoong Kim , Simon Kohl , Tomasz Konopczynski , Avinash Kori , Ganapathy Krishnamurthi , Fan Li , Hongchao Li , Junbo Li , Xiaomeng Li , John Lowengrub , Jun Ma , Klaus Maier-Hein , Kevis-Kokitsi Maninis , Hans Meine , Dorit Merhof , Akshay Pai , Mathias Perslev , Jens Petersen , Jordi Pont-Tuset , Jin Qi , Xiaojuan Qi , Oliver Rippel , Karsten Roth , Ignacio Sarasua , Andrea Schenk , Zengming Shen , Jordi Torres , Christian Wachinger , Chunliang Wang , Leon Weninger , Jianrong Wu , Daguang Xu , Xiaoping Yang , Simon Chun-Ho Yu , Yading Yuan , Miao Yue , Liping Zhang , Jorge Cardoso , Spyridon Bakas , Rickmer Braren , Volker Heinemann , Christopher Pal , An Tang , Samuel Kadoury , Luc Soler , Bram van Ginneken , Hayit Greenspan , Leo Joskowicz , Bjoern Menze

Knowledge-Aided Convolutional Neural Network for Small Organ Segmentation.

IEEE journal of biomedical and health informatics

Avec: Yu Zhao , Hongwei Li , Shaohua Wan , Anjany Sekuboyina , Xiaobin Hu , Giles Tetteh , Marie Piraud , Bjoern Menze

A computed tomography vertebral segmentation dataset with anatomical variations and multi-vendor scanner data.

Scientific data

Avec: Hans Liebl , David Schinz , Anjany Sekuboyina , Luca Malagutti , Maximilian T Löffler , Amirhossein Bayat , Malek El Husseini , Giles Tetteh , Katharina Grau , Eva Niederreiter , Thomas Baum , Benedikt Wiestler , Bjoern Menze , Rickmer Braren , Claus Zimmer , Jan S Kirschke

MDCT-Based Finite Element Analyses: Are Measurements at the Lumbar Spine Associated with the Biomechanical Strength of Functional Spinal Units of Incidental Osteoporotic Fractures along the Thoracolumbar Spine?

Diagnostics (Basel, Switzerland)

Avec: Nico Sollmann , Nithin Manohar Rayudu , Long Yu Yeung , Anjany Sekuboyina , Egon Burian , Michael Dieckmeyer , Maximilian T Löffler , Benedikt J Schwaiger , Alexandra S Gersing , Jan S Kirschke , Thomas Baum , Karupppasamy Subburaj

Labeling Vertebrae with Two-dimensional Reformations of Multidetector CT Images: An Adversarial Approach for Incorporating Prior Knowledge of Spine Anatomy.

Radiology. Artificial intelligence

Avec: Anjany Sekuboyina , Markus Rempfler , Alexander Valentinitsch , Bjoern H Menze , Jan S Kirschke

Automatic opportunistic osteoporosis screening in routine CT: improved prediction of patients with prevalent vertebral fractures compared to DXA.

European radiology

Avec: Maximilian T Löffler , Alina Jacob , Andreas Scharr , Nico Sollmann , Egon Burian , Malek El Husseini , Anjany Sekuboyina , Giles Tetteh , Claus Zimmer , Jens Gempt , Thomas Baum , Jan S Kirschke

Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA.

ArXiv

Avec: Kaiyuan Yang , Fabio Musio , Yihui Ma , Norman Juchler , Johannes C Paetzold , Rami Al-Maskari , Luciano Höher , Hongwei Bran Li , Ibrahim Ethem Hamamci , Anjany Sekuboyina , Suprosanna Shit , Houjing Huang , Diana Waldmannstetter , Florian Kofler , Fernando Navarro , Martin Menten , Ivan Ezhov , Daniel Rueckert , Iris Vos , Ynte Ruigrok , Birgitta Velthuis , Hugo Kuijf , Julien Hämmerli , Catherine Wurster , Philippe Bijlenga , Laura Westphal , Jeroen Bisschop , Elisa Colombo , Hakim Baazaoui , Andrew Makmur , James Hallinan , Bene Wiestler , Jan S Kirschke , Roland Wiest , Emmanuel Montagnon , Laurent Letourneau-Guillon , Adrian Galdran , Francesco Galati , Daniele Falcetta , Maria A Zuluaga , Chaolong Lin , Haoran Zhao , Zehan Zhang , Sinyoung Ra , Jongyun Hwang , Hyunjin Park , Junqiang Chen , Marek Wodzinski , Henning Müller , Pengcheng Shi , Wei Liu , Ting Ma , Cansu Yalçin , Rachika E Hamadache , Joaquim Salvi , Xavier Llado , Uma Maria Lal-Trehan Estrada , Valeriia Abramova , Luca Giancardo , Arnau Oliver , Jialu Liu , Haibin Huang , Yue Cui , Zehang Lin , Yusheng Liu , Shunzhi Zhu , Tatsat R Patel , Vincent M Tutino , Maysam Orouskhani , Huayu Wang , Mahmud Mossa-Basha , Chengcheng Zhu , Maximilian R Rokuss , Yannick Kirchhoff , Nico Disch , Julius Holzschuh , Fabian Isensee , Klaus Maier-Hein , Yuki Sato , Sven Hirsch , Susanne Wegener , Bjoern Menze

Anatomy-Aware Inference of the 3D Standing Spine Posture from 2D Radiographs.

Tomography (Ann Arbor, Mich.)

Avec: Amirhossein Bayat , Danielle F Pace , Anjany Sekuboyina , Christian Payer , Darko Stern , Martin Urschler , Jan S Kirschke , Bjoern H Menze

Learning residual motion correction for fast and robust 3D multiparametric MRI.

Medical image analysis

Avec: Carolin M Pirkl , Matteo Cencini , Jan W Kurzawski , Diana Waldmannstetter , Hongwei Li , Anjany Sekuboyina , Sebastian Endt , Luca Peretti , Graziella Donatelli , Rosa Pasquariello , Mauro Costagli , Guido Buonincontri , Michela Tosetti , Marion I Menzel , Bjoern H Menze

Gender-, Age- and Region-Specific Characterization of Vertebral Bone Microstructure Through Automated Segmentation and 3D Texture Analysis of Routine Abdominal CT.

Frontiers in endocrinology

Avec: Michael Dieckmeyer , Nico Sollmann , Malek El Husseini , Anjany Sekuboyina , Maximilian T Löffler , Claus Zimmer , Jan S Kirschke , Karupppasamy Subburaj , Thomas Baum

Automated Opportunistic Osteoporosis Screening in Routine Computed Tomography of the Spine: Comparison With Dedicated Quantitative CT.

Journal of bone and mineral research : the official journal of the American Society for Bone and Mineral Research

Avec: Nico Sollmann , Maximilian T Löffler , Malek El Husseini , Anjany Sekuboyina , Michael Dieckmeyer , Sebastian Rühling , Claus Zimmer , Bjoern Menze , Gabby B Joseph , Thomas Baum , Jan S Kirschke

Proposed diagnostic volumetric bone mineral density thresholds for osteoporosis and osteopenia at the cervicothoracic spine in correlation to the lumbar spine.

European radiology

Avec: Sebastian Rühling , Andreas Scharr , Nico Sollmann , Maria Wostrack , Maximilian T Löffler , Bjoern Menze , Anjany Sekuboyina , Malek El Husseini , Rickmer Braren , Claus Zimmer , Jan S Kirschke

Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation.

European radiology experimental

Avec: Robert Graf , Joachim Schmitt , Sarah Schlaeger , Hendrik Kristian Möller , Vasiliki Sideri-Lampretsa , Anjany Sekuboyina , Sandro Manuel Krieg , Benedikt Wiestler , Bjoern Menze , Daniel Rueckert , Jan Stefan Kirschke

Reproducibility of CT-based opportunistic vertebral volumetric bone mineral density measurements from an automated segmentation framework.

European radiology experimental

Avec: Jannis Bodden , Philipp Prucker , Anjany Sekuboyina , Malek El Husseini , Katharina Grau , Sebastian Rühling , Egon Burian , Claus Zimmer , Thomas Baum , Jan S Kirschke

Réseau de co-auteurs

Jan S Kirschke 17 collaborations

Thomas Baum 12 collaborations

Malek El Husseini 10 collaborations

Claus Zimmer 10 collaborations

Bjoern Menze 10 collaborations

Nico Sollmann 9 collaborations

Maximilian T Löffler 8 collaborations

Michael Dieckmeyer 7 collaborations

Egon Burian 6 collaborations

Fernando Navarro 5 collaborations

Suprosanna Shit 5 collaborations

Bjoern H Menze 5 collaborations

Sebastian Rühling 5 collaborations

Karupppasamy Subburaj 4 collaborations

Giles Tetteh 4 collaborations

Ivan Ezhov 4 collaborations

Benedikt Wiestler 4 collaborations

Rickmer Braren 4 collaborations

Long Yu Yeung 3 collaborations

Nithin Manohar Rayudu 3 collaborations

Maximilian Löffler 3 collaborations

Amirhossein Bayat 3 collaborations

Hongwei Li 3 collaborations

Johannes C Paetzold 3 collaborations

Markus Rempfler 3 collaborations

Florian Kofler 3 collaborations

Daniel Rueckert 3 collaborations

Andreas Scharr 3 collaborations

Jan C Peeken 2 collaborations

Stephanie E Combs 2 collaborations

Hans Liebl 2 collaborations

Christian Payer 2 collaborations

Martin Urschler 2 collaborations

Daguang Xu 2 collaborations

Alexander Valentinitsch 2 collaborations

Jannis Bodden 2 collaborations

Robert Graf 2 collaborations

Joachim Schmitt 2 collaborations

Alina Jacob 2 collaborations

Maria Wostrack 2 collaborations

Jan Stefan Kirschke 2 collaborations

Hongwei Bran Li 2 collaborations

Xiaobin Hu 2 collaborations

Marie Piraud 2 collaborations

Fabian Isensee 2 collaborations

Klaus Maier-Hein 2 collaborations

Katharina Grau 2 collaborations

Diana Waldmannstetter 2 collaborations

Christopher Watanabe 1 collaboration

Tobias Greve 1 collaboration

Malek E Husseini 1 collaboration

Jan Kukačka 1 collaboration

Darko Štern 1 collaboration

Maodong Chen 1 collaboration

Dalong Cheng 1 collaboration

Nikolas Lessmann 1 collaboration

Yujin Hu 1 collaboration

Tianfu Wang 1 collaboration

Dong Yang 1 collaboration

Felix Ambellan 1 collaboration

Tamaz Amiranashvili 1 collaboration

Moritz Ehlke 1 collaboration

Hans Lamecker 1 collaboration

Sebastian Lehnert 1 collaboration

Marilia Lirio 1 collaboration

Nicolás Pérez de Olaguer 1 collaboration

Heiko Ramm 1 collaboration

Manish Sahu 1 collaboration

Alexander Tack 1 collaboration

Stefan Zachow 1 collaboration

Tao Jiang 1 collaboration

Xinjun Ma 1 collaboration

Christoph Angerman 1 collaboration

Xin Wang 1 collaboration

Kevin Brown 1 collaboration

Alexandre Kirszenberg 1 collaboration

Élodie Puybareau 1 collaboration

Di Chen 1 collaboration

Yiwei Bai 1 collaboration

Brandon H Rapazzo 1 collaboration

Timyoas Yeah 1 collaboration

Amber Zhang 1 collaboration

Shangliang Xu 1 collaboration

Feng Hou 1 collaboration

Zhiqiang He 1 collaboration

Chan Zeng 1 collaboration

Zheng Xiangshang 1 collaboration

Xu Liming 1 collaboration

Tucker J Netherton 1 collaboration

Raymond P Mumme 1 collaboration

Laurence E Court 1 collaboration

Zixun Huang 1 collaboration

Chenhang He 1 collaboration

Li-Wen Wang 1 collaboration

Sai Ho Ling 1 collaboration

Lê Duy Huỳnh 1 collaboration

Nicolas Boutry 1 collaboration

Roman Jakubicek 1 collaboration

Jiri Chmelik 1 collaboration

Supriti Mulay 1 collaboration

Mohanasankar Sivaprakasam 1 collaboration

Ben Glocker 1 collaboration

Björn H Menze 1 collaboration

Hendrik Möller 1 collaboration

Benjamin Keinert 1 collaboration

Hanna Schön 1 collaboration

Matan Atad 1 collaboration

Felix Streckenbach 1 collaboration

Thomas Kroencke 1 collaboration

Stefanie Bette 1 collaboration

Stefan N Willich 1 collaboration

Thomas Keil 1 collaboration

Thoralf Niendorf 1 collaboration

Tobias Pischon 1 collaboration

Beate Endemann 1 collaboration

Anna-Lena Grau 1 collaboration

Mareike Kallweit 1 collaboration

Maximilian Thomas Löffler 1 collaboration

Guido Sasahara 1 collaboration

Patrick Bilic 1 collaboration

Patrick Christ 1 collaboration

Eugene Vorontsov 1 collaboration

Avi Ben-Cohen 1 collaboration

Georgios Kaissis 1 collaboration

Adi Szeskin 1 collaboration

Colin Jacobs 1 collaboration

Gabriel Efrain Humpire Mamani 1 collaboration

Gabriel Chartrand 1 collaboration

Fabian Lohöfer 1 collaboration

Julian Walter Holch 1 collaboration

Wieland Sommer 1 collaboration

Felix Hofmann 1 collaboration

Alexandre Hostettler 1 collaboration

Naama Lev-Cohain 1 collaboration

Michal Drozdzal 1 collaboration

Michal Marianne Amitai 1 collaboration

Refael Vivanti 1 collaboration

Jacob Sosna 1 collaboration

Jana Lipková 1 collaboration

Jan Kirschke 1 collaboration

Zhiheng Zhang 1 collaboration

Christian Hülsemeyer 1 collaboration

Marcel Beetz 1 collaboration

Florian Ettlinger 1 collaboration

Michela Antonelli 1 collaboration

Woong Bae 1 collaboration

Míriam Bellver 1 collaboration

Lei Bi 1 collaboration

Hao Chen 1 collaboration

Grzegorz Chlebus 1 collaboration

Erik B Dam 1 collaboration

Qi Dou 1 collaboration

Chi-Wing Fu 1 collaboration

Bogdan Georgescu 1 collaboration

Xavier Giró-I-Nieto 1 collaboration

Felix Gruen 1 collaboration

Xu Han 1 collaboration

Pheng-Ann Heng 1 collaboration

Jürgen Hesser 1 collaboration

Jan Hendrik Moltz 1 collaboration

Christian Igel 1 collaboration

Paul Jäger 1 collaboration

Fucang Jia 1 collaboration

Krishna Chaitanya Kaluva 1 collaboration

Mahendra Khened 1 collaboration

Ildoo Kim 1 collaboration

Jae-Hun Kim 1 collaboration

Sungwoong Kim 1 collaboration

Simon Kohl 1 collaboration

Tomasz Konopczynski 1 collaboration

Avinash Kori 1 collaboration

Ganapathy Krishnamurthi 1 collaboration

Fan Li 1 collaboration

Hongchao Li 1 collaboration

Junbo Li 1 collaboration

Xiaomeng Li 1 collaboration

John Lowengrub 1 collaboration

Jun Ma 1 collaboration

Kevis-Kokitsi Maninis 1 collaboration

Hans Meine 1 collaboration

Dorit Merhof 1 collaboration

Akshay Pai 1 collaboration

Mathias Perslev 1 collaboration

Jens Petersen 1 collaboration

Jordi Pont-Tuset 1 collaboration

Jin Qi 1 collaboration

Xiaojuan Qi 1 collaboration

Oliver Rippel 1 collaboration

Karsten Roth 1 collaboration

Ignacio Sarasua 1 collaboration

Andrea Schenk 1 collaboration

Zengming Shen 1 collaboration

Jordi Torres 1 collaboration

Christian Wachinger 1 collaboration

Chunliang Wang 1 collaboration

Leon Weninger 1 collaboration

Jianrong Wu 1 collaboration

Xiaoping Yang 1 collaboration

Simon Chun-Ho Yu 1 collaboration

Yading Yuan 1 collaboration

Miao Yue 1 collaboration

Liping Zhang 1 collaboration

Jorge Cardoso 1 collaboration

Spyridon Bakas 1 collaboration

Volker Heinemann 1 collaboration

Christopher Pal 1 collaboration

An Tang 1 collaboration

Samuel Kadoury 1 collaboration

Luc Soler 1 collaboration

Bram van Ginneken 1 collaboration

Hayit Greenspan 1 collaboration

Leo Joskowicz 1 collaboration

Yu Zhao 1 collaboration

Shaohua Wan 1 collaboration

David Schinz 1 collaboration

Luca Malagutti 1 collaboration

Eva Niederreiter 1 collaboration

Benedikt J Schwaiger 1 collaboration

Alexandra S Gersing 1 collaboration

Jens Gempt 1 collaboration

Kaiyuan Yang 1 collaboration

Fabio Musio 1 collaboration

Yihui Ma 1 collaboration

Norman Juchler 1 collaboration

Rami Al-Maskari 1 collaboration

Luciano Höher 1 collaboration

Ibrahim Ethem Hamamci 1 collaboration

Houjing Huang 1 collaboration

Martin Menten 1 collaboration

Iris Vos 1 collaboration

Ynte Ruigrok 1 collaboration

Birgitta Velthuis 1 collaboration

Hugo Kuijf 1 collaboration

Julien Hämmerli 1 collaboration

Catherine Wurster 1 collaboration

Philippe Bijlenga 1 collaboration

Laura Westphal 1 collaboration

Jeroen Bisschop 1 collaboration

Elisa Colombo 1 collaboration

Hakim Baazaoui 1 collaboration

Andrew Makmur 1 collaboration

James Hallinan 1 collaboration

Bene Wiestler 1 collaboration

Roland Wiest 1 collaboration

Emmanuel Montagnon 1 collaboration

Laurent Letourneau-Guillon 1 collaboration

Adrian Galdran 1 collaboration

Francesco Galati 1 collaboration

Daniele Falcetta 1 collaboration

Maria A Zuluaga 1 collaboration

Chaolong Lin 1 collaboration

Haoran Zhao 1 collaboration

Zehan Zhang 1 collaboration

Sinyoung Ra 1 collaboration

Jongyun Hwang 1 collaboration

Hyunjin Park 1 collaboration

Junqiang Chen 1 collaboration

Marek Wodzinski 1 collaboration

Henning Müller 1 collaboration

Pengcheng Shi 1 collaboration

Wei Liu 1 collaboration

Ting Ma 1 collaboration

Cansu Yalçin 1 collaboration

Rachika E Hamadache 1 collaboration

Joaquim Salvi 1 collaboration

Xavier Llado 1 collaboration

Uma Maria Lal-Trehan Estrada 1 collaboration

Valeriia Abramova 1 collaboration

Luca Giancardo 1 collaboration

Arnau Oliver 1 collaboration

Jialu Liu 1 collaboration

Haibin Huang 1 collaboration

Yue Cui 1 collaboration

Zehang Lin 1 collaboration

Yusheng Liu 1 collaboration

Shunzhi Zhu 1 collaboration

Tatsat R Patel 1 collaboration

Vincent M Tutino 1 collaboration

Maysam Orouskhani 1 collaboration

Huayu Wang 1 collaboration

Mahmud Mossa-Basha 1 collaboration

Chengcheng Zhu 1 collaboration

Maximilian R Rokuss 1 collaboration

Yannick Kirchhoff 1 collaboration

Nico Disch 1 collaboration

Julius Holzschuh 1 collaboration

Yuki Sato 1 collaboration

Sven Hirsch 1 collaboration

Susanne Wegener 1 collaboration

Danielle F Pace 1 collaboration

Darko Stern 1 collaboration

Carolin M Pirkl 1 collaboration

Matteo Cencini 1 collaboration

Jan W Kurzawski 1 collaboration

Sebastian Endt 1 collaboration

Luca Peretti 1 collaboration

Graziella Donatelli 1 collaboration

Rosa Pasquariello 1 collaboration

Mauro Costagli 1 collaboration

Guido Buonincontri 1 collaboration

Michela Tosetti 1 collaboration

Marion I Menzel 1 collaboration

Gabby B Joseph 1 collaboration

Sarah Schlaeger 1 collaboration

Hendrik Kristian Möller 1 collaboration

Vasiliki Sideri-Lampretsa 1 collaboration

Sandro Manuel Krieg 1 collaboration

Philipp Prucker 1 collaboration