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René M. Botnar
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2020 – today
- 2023
- [i4]Tabita Catalán, Matias Courdurier, Axel Osses, René M. Botnar, Francisco Sahli Costabal, Claudia Prieto:
Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields. CoRR abs/2307.14363 (2023) - 2022
- [c7]Marica Muffoletto, Hao Xu, Hugo Barbaroux
, Karl P. Kunze, Radhouène Neji, René M. Botnar
, Claudia Prieto, Daniel Rueckert, Alistair A. Young
:
Comparison of Semi- and Un-Supervised Domain Adaptation Methods for Whole-Heart Segmentation. STACOM@MICCAI 2022: 91-100 - 2021
- [j8]Haikun Qi
, Niccolo Fuin, Gastão Cruz
, Jiazhen Pan, Thomas Küstner, Aurélien Bustin
, René M. Botnar
, Claudia Prieto
:
Non-Rigid Respiratory Motion Estimation of Whole-Heart Coronary MR Images Using Unsupervised Deep Learning. IEEE Trans. Medical Imaging 40(1): 444-454 (2021) - [j7]Thomas Küstner
, Jiazhen Pan, Haikun Qi, Gastão Cruz
, Christopher Gilliam
, Thierry Blu
, Bin Yang
, Sergios Gatidis
, René M. Botnar
, Claudia Prieto
:
LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. IEEE Trans. Medical Imaging 40(12): 3686-3697 (2021) - [i3]Thomas Küstner, Jiazhen Pan, Haikun Qi, Gastão Cruz, Christopher Gilliam, Thierry Blu, Bin Yang, Sergios Gatidis, René M. Botnar, Claudia Prieto:
LAPNet: Non-rigid Registration derived in k-space for Magnetic Resonance Imaging. CoRR abs/2107.09060 (2021) - 2020
- [c6]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:
Deep-learning based motion-corrected image reconstruction in 4D magnetic resonance imaging of the body trunk. APSIPA 2020: 976-985 - [c5]Haikun Qi, Niccolo Fuin, Thomas Küstner, René M. Botnar
, Claudia Prieto
:
Accelerated 4D Respiratory Motion-Resolved Cardiac MRI with a Model-Based Variational Network. MICCAI (6) 2020: 427-435
2010 – 2019
- 2019
- [j6]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
:
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. Medical Image Anal. 55: 136-147 (2019) - [c4]Ilkay Öksüz
, Gastão Cruz
, James R. Clough
, Aurélien Bustin
, Nicolo Fuin, René M. Botnar
, Claudia Prieto
, Andrew P. King
, Julia A. Schnabel
:
Magnetic Resonance Fingerprinting Using Recurrent Neural Networks. ISBI 2019: 1537-1540 - 2018
- [j5]Danielle M. Moyé
, Tarique Hussain
, René M. Botnar
, Animesh Tandon
, Gerald Greil, Adrian K. Dyer, Markus Henningsson
:
Dual-phase whole-heart imaging using image navigation in congenital heart disease. BMC Medical Imaging 18(1): 36:1-36:11 (2018) - [c3]Ilkay Öksüz
, James R. Clough
, Aurélien Bustin
, Gastão Cruz
, Claudia Prieto
, René M. Botnar
, Daniel Rueckert, Julia A. Schnabel
, Andrew P. King:
Cardiac MR Motion Artefact Correction from K-space Using Deep Learning-Based Reconstruction. MLMIR@MICCAI 2018: 21-29 - [i2]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:
Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning. CoRR abs/1810.12185 (2018) - [i1]Ilkay Öksüz, Gastão Cruz, James R. Clough, Aurélien Bustin, Nicolo Fuin, René M. Botnar, Claudia Prieto, Andrew P. King, Julia A. Schnabel:
Magnetic Resonance Fingerprinting using Recurrent Neural Networks. CoRR abs/1812.08155 (2018) - 2017
- [c2]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
:
Evaluating Classifiers for Atherosclerotic Plaque Component Segmentation in MRI. MIUA 2017: 156-168 - 2016
- [c1]Mateusz Florkow, Jorge Mariscal Harana
, Arna van Engelen, Torben Schneider, Isma Rafiq, Hubrecht de Bliek, Jordi Alastruey, René M. Botnar
:
An Integrated Software Application for Non-invasive Assessment of Local Aortic Haemodynamic Parameters. MIUA 2016: 2-8 - 2015
- [j4]Tarique Hussain
, Sujeev Mathur, Sarah Peel, Israel Valverde
, Karolina Bilska, Markus Henningsson, René M. Botnar, John Simpson, Gerald Greil:
Coronary artery size and origin imaging in children: a comparative study of MRI and trans-thoracic echocardiography. BMC Medical Imaging 15: 48 (2015) - [j3]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
:
A Digital Preclinical PET/MRI Insert and Initial Results. IEEE Trans. Medical Imaging 34(11): 2258-2270 (2015) - 2013
- [j2]Markus Henningsson, René M. Botnar:
Advanced Respiratory Motion Compensation for Coronary MR Angiography. Sensors 13(6): 6882-6899 (2013) - 2012
- [j1]André Salomon, Benjamin Goldschmidt, René M. Botnar
, Fabian Kiessling
, Volkmar Schulz
:
A Self-Normalization Reconstruction Technique for PET Scans Using the Positron Emission Data. IEEE Trans. Medical Imaging 31(12): 2234-2240 (2012)
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