René M. Botnar

21 papers Journal 14Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MR imaging in the low-field: Leveraging the power of machine learning. CoRR Andreas Kofler, Dongyue Si, David Schote, René M. Botnar, Christoph Kolbitsch, Claudia Prieto
2025	J	`jnl`	Unsupervised reconstruction of accelerated cardiac cine MRI using neural fields. Comput. Biol. Medicine Tabita Catalán, Matias Courdurier, Axel Osses, Anastasia Fotaki, René M. Botnar, Francisco Sahli Costabal, Claudia Prieto
2023	J	`jnl`	Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields. CoRR Tabita Catalán, Matias Courdurier, Axel Osses, René M. Botnar, Francisco Sahli Costabal, Claudia Prieto
2022	—	`conf`	Comparison of Semi- and Un-Supervised Domain Adaptation Methods for Whole-Heart Segmentation. STACOM@MICCAI Marica Muffoletto, Hao Xu, Hugo Barbaroux, Karl P. Kunze, Radhouène Neji, René M. Botnar, Claudia Prieto, Daniel Rueckert, Alistair A. Young
2021	J	`jnl`	LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. IEEE Trans. Medical Imaging Thomas Küstner, Jiazhen Pan, Haikun Qi, Gastão Cruz, Christopher Gilliam, Thierry Blu, Bin Yang, Sergios Gatidis, René M. Botnar, Claudia Prieto
2021	J	`jnl`	LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging. CoRR Thomas Küstner, Jiazhen Pan, Haikun Qi, Gastão Cruz, Christopher Gilliam, Thierry Blu, Bin Yang, Sergios Gatidis, René M. Botnar, Claudia Prieto
2021	J	`jnl`	Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning. IEEE Trans. Medical Imaging Haikun Qi, Niccolo Fuin, Gastão Cruz, Jiazhen Pan, Thomas Küstner, Aurélien Bustin, René M. Botnar, Claudia Prieto
2020	—	`conf`	Accelerated 4D Respiratory Motion-Resolved Cardiac MRI with a Model-Based Variational Network. MICCAI (6) Haikun Qi, Niccolo Fuin, Thomas Küstner, René M. Botnar, Claudia Prieto
2020	—	`conf`	Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk. APSIPA Thomas Küstner, Jiazhen Pan, Christopher Gilliam, Haikun Qi, Gastão Cruz, Kerstin Hammernik, Bin Yang, Thierry Blu, Daniel Rueckert, René M. Botnar, Claudia Prieto, Sergios Gatidis
2019	J	`jnl`	Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. Medical Image Anal. Ilkay Öksüz, Bram Ruijsink, Esther Puyol-Antón, James R. Clough, Gastão Cruz, Aurélien Bustin, Claudia Prieto, René M. Botnar, Daniel Rueckert, Julia A. Schnabel, Andrew P. King
2019	—	`conf`	Magnetic Resonance Fingerprinting Using Recurrent Neural Networks. ISBI Ilkay Öksüz, Gastão Cruz, James R. Clough, Aurélien Bustin, Nicolo Fuin, René M. Botnar, Claudia Prieto, Andrew P. King, Julia A. Schnabel
2018	J	`jnl`	Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. CoRR Ilkay Öksüz, Bram Ruijsink, Esther Puyol-Antón, James R. Clough, Gastão Cruz, Aurélien Bustin, Claudia Prieto, René M. Botnar, Daniel Rueckert, Julia A. Schnabel, Andrew P. King
2018	—	`conf`	Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction. MLMIR@MICCAI Ilkay Öksüz, James R. Clough, Aurélien Bustin, Gastão Cruz, Claudia Prieto, René M. Botnar, Daniel Rueckert, Julia A. Schnabel, Andrew P. King
2018	J	`jnl`	Dual-phase whole-heart imaging using image navigation in congenital heart disease. BMC Medical Imaging Danielle M. Moyé, Tarique Hussain, René M. Botnar, Animesh Tandon, Gerald Greil, Adrian K. Dyer, Markus Henningsson
2018	J	`jnl`	Magnetic Resonance Fingerprinting using Recurrent Neural Networks. CoRR Ilkay Öksüz, Gastão Cruz, James R. Clough, Aurélien Bustin, Nicolo Fuin, René M. Botnar, Claudia Prieto, Andrew P. King, Julia A. Schnabel
2017	—	`conf`	Evaluating Classifiers for Atherosclerotic Plaque Component Segmentation in MRI. MIUA Arna van Engelen, Marleen de Bruijne, Torben Schneider, Anouk C. van Dijk, M. Eline Kooi, Jeroen Hendrikse, Aart J. Nederveen, Wiro J. Niessen, René M. Botnar
2016	—	`conf`	An Integrated Software Application for Non-invasive Assessment of Local Aortic Haemodynamic Parameters. MIUA Mateusz Florkow, Jorge Mariscal Harana, Arna van Engelen, Torben Schneider, Isma Rafiq, Hubrecht de Bliek, Jordi Alastruey, René M. Botnar
2015	J	`jnl`	A Digital Preclinical PET/MRI Insert and Initial Results. IEEE Trans. Medical Imaging Bjoern Weissler, Pierre Gebhardt, Peter M. Dueppenbecker, Jakob Wehner, David Schug, Christoph W. Lerche, Benjamin Goldschmidt, André Salomon, Iris Verel, Edwin Heijman, Michael Perkuhn, Dirk Heberling, René M. Botnar, Fabian Kiessling, Volkmar Schulz
2015	J	`jnl`	Coronary artery size and origin imaging in children: a comparative study of MRI and trans-thoracic echocardiography. BMC Medical Imaging Tarique Hussain, Sujeev Mathur, Sarah Peel, Israel Valverde, Karolina Bilska, Markus Henningsson, René M. Botnar, John Simpson, Gerald Greil
2013	J	`jnl`	Advanced Respiratory Motion Compensation for Coronary MR Angiography. Sensors Markus Henningsson, René M. Botnar
2012	J	`jnl`	A Self-Normalization Reconstruction Technique for PET Scans Using the Positron Emission Data. IEEE Trans. Medical Imaging André Salomon, Benjamin Goldschmidt, René M. Botnar, Fabian Kiessling, Volkmar Schulz