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Journal Articles
- 2023
- [j42]Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, M. Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren:
CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. Medical Image Anal. 83: 102628 (2023) - [j41]Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Pew-Thian Yap, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Jens Sjölund, Daniel Grzech, Huaqi Qiu, Zeju Li, Alexander Thorley, Jinming Duan, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Nikolas Lessmann, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich:
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. IEEE Trans. Medical Imaging 42(3): 697-712 (2023) - 2022
- [j40]Adrià Casamitjana, Marco Lorenzi, Sebastiano Ferraris, Loïc Peter, Marc Modat, Allison Stevens, Bruce Fischl, Tom Vercauteren, Juan Eugenio Iglesias:
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas. Medical Image Anal. 75: 102265 (2022) - 2021
- [j39]Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen:
Robust parametric modeling of Alzheimer's disease progression. NeuroImage 225: 117460 (2021) - [j38]Pawel J. Markiewicz, Julian C. Matthews, John Ashburner, David M. Cash, David L. Thomas, Enrico De Vita, Anna Barnes, M. Jorge Cardoso, Marc Modat, Richard Brown, Kris Thielemans, Casper O. da Costa-Luis, Isadora Lopes Alves, Juan Domingo Gispert, Mark E. Schmidt, Paul Marsden, Alexander Hammers, Sébastien Ourselin, Frederik Barkhof:
Uncertainty analysis of MR-PET image registration for precision neuro-PET imaging. NeuroImage 232: 117821 (2021) - 2020
- [j37]Marta Bianca Maria Ranzini, Johann Henckel, Michael Ebner, M. Jorge Cardoso, Amanda Isaac, Tom Vercauteren, Sébastien Ourselin, Alister Hart, Marc Modat:
Automated postoperative muscle assessment of hip arthroplasty patients using multimodal imaging joint segmentation. Comput. Methods Programs Biomed. 183 (2020) - [j36]Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Jon O. Cleary, Benjamin Sinclair, Ian F. Harrison, Bernard Siow, Karteek Popuri, Sieun Lee, Joanne A. Matsubara, Marinko V. Sarunic, Mirza Faisal Beg, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin:
Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome - a comprehensive morphometric analysis with active staining contrast-enhanced MRI. NeuroImage 223: 117271 (2020) - [j35]Yiming Xiao, Andreas Maier, Wolfgang Wein, Roozbeh Shams, Samuel Kadoury, David Drobny, Marc Modat, Ingerid Reinertsen, Hassan Rivaz, Matthieu Chabanas, Maryse Fortin, Inês Machado, Yangming Ou, Mattias P. Heinrich, Julia A. Schnabel, Xia Zhong:
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. IEEE Trans. Medical Imaging 39(3): 777-786 (2020) - 2019
- [j34]Michela Antonelli, M. Jorge Cardoso, Edward W. Johnston, Mrishta Brizmohun Appayya, Benoît Presles, Marc Modat, Shonit Punwani, Sébastien Ourselin:
GAS: A genetic atlas selection strategy in multi-atlas segmentation framework. Medical Image Anal. 52: 97-108 (2019) - [j33]Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sébastien Ourselin, Lauge Sørensen:
Training recurrent neural networks robust to incomplete data: Application to Alzheimer's disease progression modeling. Medical Image Anal. 53: 39-46 (2019) - 2018
- [j32]Eli Gibson, Wenqi Li, Carole H. Sudre, Lucas Fidon, Dzhoshkun I. Shakir, Guotai Wang, Zach Eaton-Rosen, Robert J. Gray, Tom Doel, Yipeng Hu, Tom Whyntie, Parashkev Nachev, Marc Modat, Dean C. Barratt, Sébastien Ourselin, M. Jorge Cardoso, Tom Vercauteren:
NiftyNet: a deep-learning platform for medical imaging. Comput. Methods Programs Biomed. 158: 113-122 (2018) - [j31]Jonas Pichat, Juan Eugenio Iglesias, Tarek A. Yousry, Sébastien Ourselin, Marc Modat:
A Survey of Methods for 3D Histology Reconstruction. Medical Image Anal. 46: 73-105 (2018) - [j30]Yipeng Hu, Marc Modat, Eli Gibson, Wenqi Li, Nooshin Ghavami, Ester Bonmati, Guotai Wang, Steven Bandula, Caroline M. Moore, Mark Emberton, Sébastien Ourselin, J. Alison Noble, Dean C. Barratt, Tom Vercauteren:
Weakly-supervised convolutional neural networks for multimodal image registration. Medical Image Anal. 49: 1-13 (2018) - [j29]Juan Eugenio Iglesias, Marc Modat, Loïc Peter, Allison Stevens, Roberto Annunziata, Tom Vercauteren, Ed S. Lein, Bruce Fischl, Sébastien Ourselin:
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections. Medical Image Anal. 50: 127-144 (2018) - [j28]Sebastiano Ferraris, Johannes L. van der Merwe, Lennart Van Der Veeken, Ferran Prados, Juan Eugenio Iglesias, Andrew Melbourne, Marco Lorenzi, Marc Modat, Willy Gsell, Jan Deprest, Tom Vercauteren:
A magnetic resonance multi-atlas for the neonatal rabbit brain. NeuroImage 179: 187-198 (2018) - 2017
- [j27]Holly E. Holmes, Nick M. Powell, Da Ma, Ozama Ismail, Ian F. Harrison, Jack A. Wells, Niall Colgan, James M. O'Callaghan, Ross A. Johnson, Tracey K. Murray, Zeshan Ahmed, Morten Heggenes, Alice Fisher, M. Jorge Cardoso, Marc Modat, Michael J. O'Neill, Emily C. Collins, Elizabeth M. C. Fisher, Sébastien Ourselin, Mark F. Lythgoe:
Comparison of In Vivo and Ex Vivo MRI for the Detection of Structural Abnormalities in a Mouse Model of Tauopathy. Frontiers Neuroinformatics 11: 20 (2017) - [j26]William B. Langdon, Brian Yee Hong Lam, Marc Modat, Justyna Petke, Mark Harman:
Genetic improvement of GPU software. Genet. Program. Evolvable Mach. 18(1): 5-44 (2017) - 2016
- [j25]Zhoubing Xu, Christopher P. Lee, Mattias P. Heinrich, Marc Modat, Daniel Rueckert, Sébastien Ourselin, Richard G. Abramson, Bennett A. Landman:
Evaluation of Six Registration Methods for the Human Abdomen on Clinically Acquired CT. IEEE Trans. Biomed. Eng. 63(8): 1563-1572 (2016) - 2015
- [j24]Stian Flage Johnsen, Zeike A. Taylor, Matthew J. Clarkson, John H. Hipwell, Marc Modat, Björn Eiben, Lianghao Han, Yipeng Hu, Thomy Mertzanidou, David J. Hawkes, Sébastien Ourselin:
NiftySim: A GPU-based nonlinear finite element package for simulation of soft tissue biomechanics. Int. J. Comput. Assist. Radiol. Surg. 10(7): 1077-1095 (2015) - [j23]Ivor J. A. Simpson, Manuel Jorge Cardoso, Marc Modat, David M. Cash, Mark W. Woolrich, Jesper L. R. Andersson, Julia A. Schnabel, Sébastien Ourselin:
Probabilistic non-linear registration with spatially adaptive regularisation. Medical Image Anal. 26(1): 203-216 (2015) - [j22]Jack A. Wells, James M. O'Callaghan, Holly E. Holmes, Nick M. Powell, Ross A. Johnson, Bernard Siow, F. Torrealdea, Ozama Ismail, S. Walker-Samuel, Xavier Golay, M. Rega, Simon Richardson, Marc Modat, Manuel Jorge Cardoso, Sébastien Ourselin, Adam J. Schwarz, Zeshan Ahmed, Tracey K. Murray, Michael J. O'Neill, Emily C. Collins, Niall Colgan, Mark F. Lythgoe:
In vivo imaging of tau pathology using multi-parametric quantitative MRI. NeuroImage 111: 369-378 (2015) - [j21]Zach Eaton-Rosen, Andrew Melbourne, Eliza Orasanu, Manuel Jorge Cardoso, Marc Modat, Alan Bainbridge, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin:
Longitudinal measurement of the developing grey matter in preterm subjects using multi-modal MRI. NeuroImage 111: 580-589 (2015) - [j20]David M. Cash, Chris Frost, Leonardo O. Iheme, Devrim Ünay, Melek Kandemir, Jurgen Fripp, Olivier Salvado, Pierrick Bourgeat, Martin Reuter, Bruce Fischl, Marco Lorenzi, Giovanni B. Frisoni, Xavier Pennec, Ronald K. Pierson, Jeffrey L. Gunter, Matthew L. Senjem, Clifford R. Jack Jr., Nicolas Guizard, Vladimir S. Fonov, D. Louis Collins, Marc Modat, M. Jorge Cardoso, Kelvin K. Leung, Hongzhi Wang, Sandhitsu R. Das, Paul A. Yushkevich, Ian B. Malone, Nick C. Fox, Jonathan M. Schott, Sébastien Ourselin:
Assessing atrophy measurement techniques in dementia: Results from the MIRIAD atrophy challenge. NeuroImage 123: 149-164 (2015) - [j19]Manuel Jorge Cardoso, Marc Modat, Robin Wolz, Andrew Melbourne, David M. Cash, Daniel Rueckert, Sébastien Ourselin:
Geodesic Information Flows: Spatially-Variant Graphs and Their Application to Segmentation and Fusion. IEEE Trans. Medical Imaging 34(9): 1976-1988 (2015) - 2014
- [j18]Pankaj Daga, Tejas Pendse, Marc Modat, Mark White, Laura Mancini, Gavin P. Winston, Andrew W. McEvoy, John S. Thornton, Tarek A. Yousry, Ivana Drobnjak, John S. Duncan, Sébastien Ourselin:
Susceptibility artefact correction using dynamic graph cuts: Application to neurosurgery. Medical Image Anal. 18(7): 1132-1142 (2014) - [j17]Lianghao Han, John H. Hipwell, Björn Eiben, Dean C. Barratt, Marc Modat, Sébastien Ourselin, David J. Hawkes:
A Nonlinear Biomechanical Model Based Registration Method for Aligning Prone and Supine MR Breast Images. IEEE Trans. Medical Imaging 33(3): 682-694 (2014) - [j16]Ninon Burgos, Manuel Jorge Cardoso, Kris Thielemans, Marc Modat, Stefano Pedemonte, John C. Dickson, Anna Barnes, Rebekah Ahmed, Colin J. Mahoney, Jonathan M. Schott, John S. Duncan, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin:
Attenuation Correction Synthesis for Hybrid PET-MR Scanners: Application to Brain Studies. IEEE Trans. Medical Imaging 33(12): 2332-2341 (2014) - 2013
- [j15]Manuel Jorge Cardoso, Kelvin K. Leung, Marc Modat, Shiva Keihaninejad, David M. Cash, Josephine Barnes, Nick C. Fox, Sébastien Ourselin:
STEPS: Similarity and Truth Estimation for Propagated Segmentations and its application to hippocampal segmentation and brain parcelation. Medical Image Anal. 17(6): 671-684 (2013) - [j14]Manuel Jorge Cardoso, Andrew Melbourne, Giles S. Kendall, Marc Modat, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin:
AdaPT: An adaptive preterm segmentation algorithm for neonatal brain MRI. NeuroImage 65: 97-108 (2013) - [j13]Shiva Keihaninejad, Hui Zhang, Natalie S. Ryan, Ian B. Malone, Marc Modat, Manuel Jorge Cardoso, David M. Cash, Nick C. Fox, Sébastien Ourselin:
An unbiased longitudinal analysis framework for tracking white matter changes using diffusion tensor imaging with application to Alzheimer's disease. NeuroImage 72: 153-163 (2013) - 2012
- [j12]Hubert M. J. Fonteijn, Marc Modat, Matthew J. Clarkson, Josephine Barnes, Manja Lehmann, Nicola Z. Hobbs, Rachael I. Scahill, Sarah J. Tabrizi, Sébastien Ourselin, Nick C. Fox, Daniel C. Alexander:
An event-based model for disease progression and its application in familial Alzheimer's disease and Huntington's disease. NeuroImage 60(3): 1880-1889 (2012) - [j11]Pankaj Daga, Gavin Winston, Marc Modat, Mark White, Laura Mancini, Manuel Jorge Cardoso, Mark R. Symms, Jason Stretton, Andrew W. McEvoy, John S. Thornton, Caroline Micallef, Tarek A. Yousry, David J. Hawkes, John S. Duncan, Sébastien Ourselin:
Accurate Localization of Optic Radiation During Neurosurgery in an Interventional MRI Suite. IEEE Trans. Medical Imaging 31(4): 882-891 (2012) - 2011
- [j10]Jon O. Cleary, Marc Modat, Francesca C. Norris, Anthony Price, Sujatha A. Jayakody, Juan Pedro Martinez-Barbera, Nicholas D. E. Greene, David J. Hawkes, Roger J. Ordidge, Peter J. Scambler, Sébastien Ourselin, Mark F. Lythgoe:
Magnetic resonance virtual histology for embryos: 3D atlases for automated high-throughput phenotyping. NeuroImage 54(2): 769-778 (2011) - [j9]Kelvin K. Leung, Josephine Barnes, Marc Modat, Gerard R. Ridgway, Jonathan W. Bartlett, Nick C. Fox, Sébastien Ourselin:
Brain MAPS: An automated, accurate and robust brain extraction technique using a template library. NeuroImage 55(3): 1091-1108 (2011) - [j8]Manuel Jorge Cardoso, Matthew J. Clarkson, Gerard R. Ridgway, Marc Modat, Nick C. Fox, Sébastien Ourselin:
LoAd: A locally adaptive cortical segmentation algorithm. NeuroImage 56(3): 1386-1397 (2011) - [j7]Matthew J. Clarkson, Manuel Jorge Cardoso, Gerard R. Ridgway, Marc Modat, Kelvin K. Leung, Jonathan D. Rohrer, Nick C. Fox, Sébastien Ourselin:
A comparison of voxel and surface based cortical thickness estimation methods. NeuroImage 57(3): 856-865 (2011) - [j6]Keelin Murphy, Bram van Ginneken, Joseph M. Reinhardt, Sven Kabus, Kai Ding, Xiang Deng, Kunlin Cao, Kaifang Du, Gary E. Christensen, Vincent Garcia, Tom Vercauteren, Nicholas Ayache, Olivier Commowick, Grégoire Malandain, Ben Glocker, Nikos Paragios, Nassir Navab, Vladlena Gorbunova, Jon Sporring, Marleen de Bruijne, Xiao Han, Mattias P. Heinrich, Julia A. Schnabel, Mark Jenkinson, Cristian Lorenz, Marc Modat, Jamie McClelland, Sébastien Ourselin, Sascha E. A. Muenzing, Max A. Viergever, Dante De Nigris, D. Louis Collins, Tal Arbel, Marta Peroni, Rui Li, Gregory C. Sharp, Alexander Schmidt-Richberg, Jan Ehrhardt, René Werner, Dirk Smeets, Dirk Loeckx, Gang Song, Nicholas J. Tustison, Brian B. Avants, James C. Gee, Marius Staring, Stefan Klein, Berend C. Stoel, Martin Urschler, Manuel Werlberger, Jef Vandemeulebroucke, Simon Rit, David Sarrut, Josien P. W. Pluim:
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. IEEE Trans. Medical Imaging 30(11): 1901-1920 (2011) - 2010
- [j5]Marc Modat, Gerard R. Ridgway, Zeike A. Taylor, Manja Lehmann, Josephine Barnes, David J. Hawkes, Nick C. Fox, Sébastien Ourselin:
Fast free-form deformation using graphics processing units. Comput. Methods Programs Biomed. 98(3): 278-284 (2010) - [j4]Manja Lehmann, Abdel Douiri, Lois G. Kim, Marc Modat, Dennis Chan, Sébastien Ourselin, Josephine Barnes, Nick C. Fox:
Atrophy patterns in Alzheimer's disease and semantic dementia: A comparison of FreeSurfer and manual volumetric measurements. NeuroImage 49(3): 2264-2274 (2010) - [j3]Jonathan D. Rohrer, Gerard R. Ridgway, Marc Modat, Sébastien Ourselin, Simon Mead, Nick C. Fox, Martin Rossor, Jason D. Warren:
Distinct profiles of brain atrophy in frontotemporal lobar degeneration caused by progranulin and tau mutations. NeuroImage 53(3): 1070-1076 (2010) - 2008
- [j2]Andreas Mang, Julia A. Schnabel, William R. Crum, Marc Modat, Oscar Camara-Rey, Christoph Palm, Gisele Brasil-Caseiras, Hans Rolf Jäger, Sébastien Ourselin, Thorsten M. Buzug, David J. Hawkes:
Consistency of parametric registration in serial MRI studies of brain tumor progression. Int. J. Comput. Assist. Radiol. Surg. 3(3-4): 201-211 (2008) - [j1]Jurgen Fripp, Pierrick Bourgeat, Oscar Acosta, Parnesh Raniga, Marc Modat, Kerryn E. Pike, Gareth Jones, Graeme O'Keefe, Colin L. Masters, David Ames, Kathryn A. Ellis, Paul Maruff, Jon Currie, Victor Villemagne, Christopher Rowe, Olivier Salvado, Sébastien Ourselin:
Appearance modeling of 11C PiB PET images: Characterizing amyloid deposition in Alzheimer's disease, mild cognitive impairment and healthy aging. NeuroImage 43(3): 430-439 (2008)
Conference and Workshop Papers
- 2022
- [c88]Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez:
Attention-Driven Multi-channel Deformable Registration of Structural and Microstructural Neonatal Data. PIPPI@MICCAI 2022: 71-81 - [c87]Samuel Joutard, Reuben Dorent, Sébastien Ourselin, Tom Vercauteren, Marc Modat:
Driving Points Prediction for Abdominal Probabilistic Registration. MLMI@MICCAI 2022: 288-297 - [c86]Samuel Joutard, Reuben Dorent, Tom Vercauteren, Marc Modat:
A Pareto front based methodology to better assess medical image registration algorithms. Medical Imaging: Image Processing 2022 - [c85]Samuel Joutard, Thomas S. Pheiffer, Chloé Audigier, Patrick Wohlfahrt, Reuben Dorent, Sebastien Piat, Tom Vercauteren, Marc Modat, Tommaso Mansi:
A Multi-organ Point Cloud Registration Algorithm for Abdominal CT Registration. WBIR 2022: 75-84 - 2021
- [c84]Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez:
Uncertainty-Aware Deep Learning Based Deformable Registration. UNSURE/PIPPI@MICCAI 2021: 54-63 - [c83]Reuben Dorent, Samuel Joutard, Jonathan Shapey, Aaron Kujawa, Marc Modat, Sébastien Ourselin, Tom Vercauteren:
Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation. MICCAI (2) 2021: 615-624 - [c82]Irme Groothuis, Carole H. Sudre, Silvia Ingala, Josephine Barnes, Juan Domingo Gispert, Lauge Sørensen, Akshay Pai, Mads Nielsen, Sébastien Ourselin, M. Jorge Cardoso, Frederik Barkhof, Marc Modat:
Lesion-wise evaluation for effective performance monitoring of small object segmentation. Medical Imaging: Image Processing 2021 - 2020
- [c81]Marta Bianca Maria Ranzini, Irme Groothuis, Kerstin Kläser, M. Jorge Cardoso, Johann Henckel, Sébastien Ourselin, Alister Hart, Marc Modat:
Combining Multimodal Information for Metal Artefact Reduction: An Unsupervised Deep Learning Framework. ISBI 2020: 600-604 - [c80]Kerstin Kläser, Pedro Borges, Richard Shaw, Marta Ranzini, Marc Modat, David Atkinson, Kris Thielemans, Brian F. Hutton, Vicky Goh, Gary J. Cook, M. Jorge Cardoso, Sébastien Ourselin:
Uncertainty-Aware Multi-resolution Whole-Body MR to CT Synthesis. SASHIMI@MICCAI 2020: 110-119 - [c79]Thomas C. Booth, Bernice Akpinar, Andrei Roman, Haris Shuaib, Aysha Luis, Alysha Chelliah, Ayisha Al Busaidi, Ayesha Mirchandani, Burcu Alparslan, Nina Mansoor, Keyoumars Ashkan, Sébastien Ourselin, Marc Modat:
Machine Learning and Glioblastoma: Treatment Response Monitoring Biomarkers in 2021. MLCN/RNO-AI@MICCAI 2020: 212-228 - [c78]Irina Grigorescu, Lucilio Cordero-Grande, Dafnis Batalle, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez:
Harmonised Segmentation of Neonatal Brain MRI: A Domain Adaptation Approach. ASMUS/PIPPI@MICCAI 2020: 253-263 - [c77]Reuben Dorent, Samuel Joutard, Jonathan Shapey, Sotirios Bisdas, Neil Kitchen, Robert Bradford, Shakeel R. Saeed, Marc Modat, Sébastien Ourselin, Tom Vercauteren:
Scribble-Based Domain Adaptation via Co-segmentation. MICCAI (1) 2020: 479-489 - [c76]David Drobny, Marta Ranzini, Amanda Isaac, Tom Vercauteren, Sébastien Ourselin, David Choi, Marc Modat:
Towards Automated Spine Mobility Quantification: A Locally Rigid CT to X-ray Registration Framework. WBIR 2020: 67-77 - [c75]Irina Grigorescu, Alena Uus, Daan Christiaens, Lucilio Cordero-Grande, Jana Hutter, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez:
Diffusion Tensor Driven Image Registration: A Deep Learning Approach. WBIR 2020: 131-140 - 2019
- [c74]Erika Molteni, Katia Colombo, Elena Beretta, Susanna Galbiati, Liane Dos Santos Canas, Marc Modat, Sandra Strazzer:
Comparison of Multi-class Machine Learning Methods for the Identification of Factors Most Predictive of Prognosis in Neurobehavioral assessment of Pediatric Severe Disorder of Consciousness through LOCFAS scale. EMBC 2019: 269-272 - [c73]Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen:
On the Initialization of Long Short-Term Memory Networks. ICONIP (1) 2019: 275-286 - [c72]Mauricio Orbes-Arteaga, Thomas Varsavsky, Carole H. Sudre, Zach Eaton-Rosen, Lewis J. Haddow, Lauge Sørensen, Mads Nielsen, Akshay Pai, Sébastien Ourselin, Marc Modat, Parashkev Nachev, M. Jorge Cardoso:
Multi-domain Adaptation in Brain MRI Through Paired Consistency and Adversarial Learning. DART/MIL3ID@MICCAI 2019: 54-62 - [c71]Mauricio Orbes-Arteaga, M. Jorge Cardoso, Lauge Sørensen, Christian Igel, Sébastien Ourselin, Marc Modat, Mads Nielsen, Akshay Pai:
Knowledge Distillation for Semi-supervised Domain Adaptation. OR/MLCN@MICCAI 2019: 68-76 - [c70]Reuben Dorent, Samuel Joutard, Marc Modat, Sébastien Ourselin, Tom Vercauteren:
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation. MICCAI (2) 2019: 74-82 - [c69]Irina Grigorescu, Lucilio Cordero-Grande, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria Deprez:
Investigating Image Registration Impact on Preterm Birth Classification: An Interpretable Deep Learning Approach. SUSI/PIPPI@MICCAI 2019: 104-112 - [c68]David Drobny, Marta Ranzini, Sébastien Ourselin, Tom Vercauteren, Marc Modat:
Landmark-Based Evaluation of a Block-Matching Registration Framework on the RESECT Pre- and Intra-operative Brain Image Data Set. LABELS/HAL-MICCAI/CuRIOUS@MICCAI 2019: 136-144 - [c67]Samuel Joutard, Reuben Dorent, Amanda Isaac, Sébastien Ourselin, Tom Vercauteren, Marc Modat:
Permutohedral Attention Module for Efficient Non-local Neural Networks. MICCAI (6) 2019: 393-401 - [c66]Lucas Fidon, Michael Ebner, Luis C. García-Peraza-Herrera, Marc Modat, Sébastien Ourselin, Tom Vercauteren:
Incompressible Image Registration Using Divergence-Conforming B-Splines. MICCAI (2) 2019: 438-446 - [c65]Mauricio Orbes-Arteaga, Lauge Sørensen, Manuel Jorge Cardoso, Marc Modat, Sébastien Ourselin, Stefan Sommer, Mads Nielsen, Christian Igel, Akshay Pai:
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation. Medical Imaging: Image Processing 2019: 109490S - 2018
- [c64]Michael Ebner, Marc Modat, Sebastiano Ferraris, Sébastien Ourselin, Tom Vercauteren:
Forward-backward splitting in deformable image registration: A demons approach. ISBI 2018: 1065-1069 - [c63]Yipeng Hu, Marc Modat, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, J. Alison Noble, Dean C. Barratt, Tom Vercauteren:
Label-driven weakly-supervised learning for multimodal deformarle image registration. ISBI 2018: 1070-1074 - [c62]Liane S. Canas, Benjamin C. Yvernault, David M. Cash, Erika Molteni, Tom Veale, Tammie L. S. Benzinger, Sébastien Ourselin, Simon Mead, Marc Modat:
Gaussian Processes with optimal kernel construction for neuro-degenerative clinical onset prediction. Medical Imaging: Computer-Aided Diagnosis 2018: 105750G - [c61]Kerstin Kläser, Pawel Markiewicz, Marta Bianca Maria Ranzini, Wenqi Li, Marc Modat, Brian F. Hutton, David Atkinson, Kris Thielemans, M. Jorge Cardoso, Sébastien Ourselin:
Deep Boosted Regression for MR to CT Synthesis. SASHIMI@MICCAI 2018: 61-70 - [c60]Juan Eugenio Iglesias, Marco Lorenzi, Sebastiano Ferraris, Loïc Peter, Marc Modat, Allison Stevens, Bruce Fischl, Tom Vercauteren:
Model-Based Refinement of Nonlinear Registrations in 3D Histology Reconstruction. MICCAI (2) 2018: 147-155 - [c59]David Drobny, Tom Vercauteren, Sébastien Ourselin, Marc Modat:
Registration of MRI and iUS Data to Compensate Brain Shift Using a Symmetric Block-Matching Based Approach. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: 172-178 - [c58]Konstantinos Georgiadis, Alexandra L. Young, Michael Hütel, Adeel Razi, Carla Semedo, Jonathan M. Schott, Sébastien Ourselin, Jason D. Warren, Marc Modat:
Computational Modelling of Pathogenic Protein Behaviour-Governing Mechanisms in the Brain. MICCAI (3) 2018: 532-539 - [c57]Liane S. Canas, Benjamin C. Yvernault, Carole H. Sudre, Enrico De Vita, M. Jorge Cardoso, John S. Thornton, Frederik Barkhof, Sébastien Ourselin, Simon Mead, Marc Modat:
Imaging biomarkers for the diagnosis of Prion disease. Medical Imaging: Image Processing 2018: 1057405 - 2017
- [c56]Juan Eugenio Iglesias, Sebastiano Ferraris, Marc Modat, Willy Gsell, Jan Deprest, Johannes L. van der Merwe, Tom Vercauteren:
Template-Free Estimation of Intracranial Volume: A Preterm Birth Animal Model Study. FIFI/OMIA@MICCAI 2017: 3-13 - [c55]Marta Bianca Maria Ranzini, Michael Ebner, M. Jorge Cardoso, Anastasia Fotiadou, Tom Vercauteren, Johann Henckel, Alister Hart, Sébastien Ourselin, Marc Modat:
Joint Multimodal Segmentation of Clinical CT and MR from Hip Arthroplasty Patients. MSKI@MICCAI 2017: 72-84 - 2016
- [c54]Sebastiano Ferraris, Marco Lorenzi, Pankaj Daga, Marc Modat, Tom Vercauteren:
Accurate Small Deformation Exponential Approximant to Integrate Large Velocity Fields: Application to Image Registration. CVPR Workshops 2016: 457-464 - [c53]Claire Cury, Marco Lorenzi, David M. Cash, Jennifer M. Nicholas, Alexandre Routier, Jonathan D. Rohrer, Sébastien Ourselin, Stanley Durrleman, Marc Modat:
Spatio-Temporal Shape Analysis of Cross-Sectional Data for Detection of Early Changes in Neurodegenerative Disease. SeSAMI@MICCAI 2016: 63-75 - [c52]Martin Kochan, Marc Modat, Tom Vercauteren, Mark White, Laura Mancini, Gavin P. Winston, Andrew W. McEvoy, John S. Thornton, Tarek A. Yousry, John S. Duncan, Sébastien Ourselin, Danail Stoyanov:
Bilateral Weighted Adaptive Local Similarity Measure for Registration in Neurosurgery. MICCAI (3) 2016: 81-88 - 2015
- [c51]Jonathan Young, Alex F. Mendelson, Manuel Jorge Cardoso, Marc Modat, John Ashburner, Sébastien Ourselin:
Improving MRI Brain Image Classification with Anatomical Regional Kernels. MLMMI@ICML 2015: 45-53 - [c50]Manuel Jorge Cardoso, Carole H. Sudre, Marc Modat, Sébastien Ourselin:
Template-Based Multimodal Joint Generative Model of Brain Data. IPMI 2015: 17-29 - [c49]Jonas Pichat, Marc Modat, Tarek A. Yousry, Sébastien Ourselin:
A multi-path approach to histology volume reconstruction. ISBI 2015: 1280-1283 - [c48]Stian Flage Johnsen, Stephen A. Thompson, Matthew J. Clarkson, Marc Modat, Yi Song, Johannes Totz, Kurinchi Gurusamy, Brian R. Davidson, Zeike A. Taylor, David J. Hawkes, Sébastien Ourselin:
Database-Based Estimation of Liver Deformation under Pneumoperitoneum for Surgical Image-Guidance and Simulation. MICCAI (2) 2015: 450-458 - [c47]Ninon Burgos, Manuel Jorge Cardoso, Filipa Guerreiro, Catarina Veiga, Marc Modat, Jamie McClelland, Antje-Christin Knopf, Shonit Punwani, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin:
Robust CT Synthesis for Radiotherapy Planning: Application to the Head and Neck Region. MICCAI (2) 2015: 476-484 - [c46]Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin:
Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum. MICCAI (3) 2015: 644-651 - [c45]Manuel Jorge Cardoso, Marc Modat, Tom Vercauteren, Sébastien Ourselin:
Scale Factor Point Spread Function Matching: Beyond Aliasing in Image Resampling. MICCAI (2) 2015: 675-683 - [c44]Christian Klemt, Marc Modat, Jonas Pichat, Manuel Jorge Cardoso, Johann Henckel, Alister Hart, Sébastien Ourselin:
Automatic assessment of volume asymmetries applied to hip abductor muscles in patients with hip arthroplasty. Medical Imaging: Image Processing 2015: 94131M - 2014
- [c43]William B. Langdon, Marc Modat, Justyna Petke, Mark Harman:
Improving 3D medical image registration CUDA software with genetic programming. GECCO 2014: 951-958 - [c42]Marc Modat, Ivor J. A. Simpson, Manuel Jorge Cardoso, David M. Cash, Nicolas Toussaint, Nick C. Fox, Sébastien Ourselin:
Simulating Neurodegeneration through Longitudinal Population Analysis of Structural and Diffusion Weighted MRI Data. MICCAI (3) 2014: 57-64 - [c41]Zach Eaton-Rosen, Andrew Melbourne, Eliza Orasanu, Marc Modat, Manuel Jorge Cardoso, Alan Bainbridge, Giles S. Kendall, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin:
Longitudinal Measurement of the Developing Thalamus in the Preterm Brain Using Multi-modal MRI. MICCAI (2) 2014: 276-283 - [c40]Felix J. S. Bragman, Jamie R. McClelland, Marc Modat, Sébastien Ourselin, John R. Hurst, David J. Hawkes:
Multi-scale Analysis of Imaging Features and Its Use in the Study of COPD Exacerbation Susceptible Phenotypes. MICCAI (3) 2014: 417-424 - [c39]Valentin Hamy, Marc Modat, Rebecca Shipley, Nikolaos Dikaios, Jon O. Cleary, Shonit Punwani, Sébastien Ourselin, David Atkinson, Andrew Melbourne:
Multi-modal pharmacokinetic modelling for DCE-MRI: using diffusion weighted imaging to constrain the local arterial input function. Medical Imaging: Image Processing 2014: 90340R - [c38]Marc Modat, David M. Cash, Pankaj Daga, Gavin P. Winston, John S. Duncan, Sébastien Ourselin:
A symmetric block-matching framework for global registration. Medical Imaging: Image Processing 2014: 90341D - [c37]Jonathan Young, Marc Modat, Manuel Jorge Cardoso, John Ashburner, Sébastien Ourselin:
An Oblique Approach to Prediction of Conversion to Alzheimer's Disease with Multikernel Gaussian Processes. MLINI@NIPS 2014: 122-128 - 2013
- [c36]Maria A. Zuluaga, Manuel Jorge Cardoso, Marc Modat, Sébastien Ourselin:
Multi-atlas Propagation Whole Heart Segmentation from MRI and CTA Using a Local Normalised Correlation Coefficient Criterion. FIMH 2013: 174-181 - [c35]Ivor J. A. Simpson, Mark William Woolrich, Manuel Jorge Cardoso, David M. Cash, Marc Modat, Julia A. Schnabel, Sébastien Ourselin:
A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration. MICCAI (2) 2013: 10-18 - [c34]Holger Roth, Jamie McClelland, Thomas Hampshire, Darren Boone, Yipeng Hu, Marc Modat, Hui Zhang, Sébastien Ourselin, Steve Halligan, David J. Hawkes:
Registration of Prone and Supine CT Colonography Datasets with Differing Endoluminal Distension. Abdominal Imaging 2013: 29-38 - [c33]Ninon Burgos, Manuel Jorge Cardoso, Marc Modat, Stefano Pedemonte, John C. Dickson, Anna Barnes, John S. Duncan, David Atkinson, Simon R. Arridge, Brian F. Hutton, Sébastien Ourselin:
Attenuation Correction Synthesis for Hybrid PET-MR Scanners. MICCAI (1) 2013: 147-154 - [c32]Jens Petersen, Marc Modat, Manuel Jorge Cardoso, Asger Dirksen, Sébastien Ourselin, Marleen de Bruijne:
Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces. MICCAI (2) 2013: 287-294 - [c31]Pankaj Daga, Marc Modat, Gavin Winston, Mark White, Laura Mancini, Andrew W. McEvoy, John S. Thornton, Tarek A. Yousry, John S. Duncan, Sébastien Ourselin:
Susceptibility artefact correction by combining B0 field maps and non-rigid registration using graph cuts. Medical Imaging: Image Processing 2013: 86690B - [c30]Holger R. Roth, Jamie R. McClelland, Marc Modat, Thomas Hampshire, Darren Boone, Emma Helbren, Andrew Plumb, Mingxing Hu, Sébastien Ourselin, Steve Halligan, David J. Hawkes:
CT colonography: inverse-consistent symmetric registration of prone and supine inner colon surfaces. Medical Imaging: Image Processing 2013: 866912 - 2012
- [c29]Jonathan Young, Marc Modat, Manuel Jorge Cardoso, John Ashburner, Sébastien Ourselin:
Classification of Alzheimer's disease patients and controls with Gaussian processes. ISBI 2012: 1523-1526 - [c28]Manuel Jorge Cardoso, Gavin Winston, Marc Modat, Shiva Keihaninejad, John S. Duncan, Sébastien Ourselin:
Geodesic Shape-Based Averaging. MICCAI (3) 2012: 26-33 - [c27]Karen Simonyan, Marc Modat, Sébastien Ourselin, David M. Cash, Antonio Criminisi, Andrew Zisserman:
Immediate ROI Search for 3-D Medical Images. MCBR-CDS 2012: 56-67 - [c26]Manuel Jorge Cardoso, Robin Wolz, Marc Modat, Nick C. Fox, Daniel Rueckert, Sébastien Ourselin:
Geodesic Information Flows. MICCAI (2) 2012: 262-270 - [c25]David M. Cash, Andrew Melbourne, Marc Modat, Manuel Jorge Cardoso, Matthew J. Clarkson, Nick C. Fox, Sébastien Ourselin:
Cortical Folding Analysis on Patients with Alzheimer's Disease and Mild Cognitive Impairment. MICCAI (3) 2012: 289-296 - [c24]Albert K. Hoang Duc, Marc Modat, Kelvin K. Leung, Timor Kadir, Sébastien Ourselin:
Manifold learning for atlas selection in multi atlas-based segmentation of hippocampus. Medical Imaging: Image Processing 2012: 83140Z - [c23]Andrew Melbourne, Nathan D. Cahill, Christine Tanner, Marc Modat, David J. Hawkes, Sébastien Ourselin:
Using fractional gradient information in non-rigid image registration: application to breast MRI. Medical Imaging: Image Processing 2012: 83141Z - [c22]Marc Modat, Pankaj Daga, Manuel Jorge Cardoso, Sébastien Ourselin, Gerard R. Ridgway, John Ashburner:
Parametric non-rigid registration using a stationary velocity field. MMBIA 2012: 145-150 - [c21]Manuel Jorge Cardoso, Marc Modat, Sébastien Ourselin, Shiva Keihaninejad, David M. Cash:
Multi-STEPS: Multi-label similarity and truth estimation for propagated segmentations. MMBIA 2012: 153-158 - [c20]Marc Modat, Manuel Jorge Cardoso, Pankaj Daga, David M. Cash, Nick C. Fox, Sébastien Ourselin:
Inverse-Consistent Symmetric Free Form Deformation. WBIR 2012: 79-88 - 2011
- [c19]Pankaj Daga, Gavin Winston, Marc Modat, Manuel Jorge Cardoso, Mark White, Laura Mancini, Andrew W. McEvoy, John S. Thornton, Caroline Micallef, Tarek A. Yousry, David J. Hawkes, John S. Duncan, Sébastien Ourselin:
Improved Neuronavigation through Integration of Intraoperative Anatomical and Diffusion Images in an Interventional MRI Suite. IPCAI 2011: 168-178 - [c18]Manuel Jorge Cardoso, Matthew J. Clarkson, Marc Modat, Sébastien Ourselin:
On the Extraction of Topologically Correct Thickness Measurements Using Khalimsky's Cubic Complex. IPMI 2011: 159-170 - [c17]Hubert M. J. Fonteijn, Matthew J. Clarkson, Marc Modat, Josephine Barnes, Manja Lehmann, Sébastien Ourselin, Nick C. Fox, Daniel C. Alexander:
An Event-Based Disease Progression Model and Its Application to Familial Alzheimer's Disease. IPMI 2011: 748-759 - [c16]Pankaj Daga, Gavin Winston, Marc Modat, Manuel Jorge Cardoso, Jason Stretton, Mark R. Symms, Andrew W. McEvoy, David J. Hawkes, John S. Duncan, Sébastien Ourselin:
Integrating structural and diffusion MR information for optic radiation localisation in focal epilepsy patients. ISBI 2011: 353-356 - [c15]Matthew J. Clarkson, Manuel Jorge Cardoso, Marc Modat, Gerard R. Ridgway, Kelvin K. Leung, Jonathan D. Rohrer, Nick C. Fox, Sébastien Ourselin:
Cross-sectional analysis using voxel or surface based cortical thickness methods: A comparison study. ISBI 2011: 381-384 - [c14]Lianghao Han, John H. Hipwell, Thomy Mertzanidou, Timothy J. Carter, Marc Modat, Sébastien Ourselin, David J. Hawkes:
A hybrid fem-based method for aligning prone and supine images for image guided breast surgery. ISBI 2011: 1239-1242 - [c13]Kelvin K. Leung, Josephine Barnes, Marc Modat, Gerard R. Ridgway, Jonathan W. Bartlett, Nick C. Fox, Sébastien Ourselin:
Automated brain extraction using Multi-Atlas Propagation and Segmentation (MAPS). ISBI 2011: 2053-2056 - [c12]Manuel Jorge Cardoso, Andrew Melbourne, Giles S. Kendall, Marc Modat, Cornelia F. Hagmann, Nicola J. Robertson, Neil Marlow, Sébastien Ourselin:
Adaptive Neonate Brain Segmentation. MICCAI (3) 2011: 378-386 - [c11]Manuel Jorge Cardoso, Matthew J. Clarkson, Marc Modat, Sébastien Ourselin:
Longitudinal Cortical Thickness Estimation Using Khalimsky's Cubic Complex. MICCAI (2) 2011: 467-475 - [c10]Manuel Jorge Cardoso, Matthew J. Clarkson, Marc Modat, Hugues Talbot, Michel Couprie, Sébastien Ourselin:
Topologically correct cortical segmentation using Khalimsky's cubic complex framework. Medical Imaging: Image Processing 2011: 79620P - [c9]Marc Modat, Gerard R. Ridgway, Pankaj Daga, Manuel Jorge Cardoso, David J. Hawkes, John Ashburner, Sébastien Ourselin:
Log-Euclidean free-form deformation. Medical Imaging: Image Processing 2011: 79621Q - 2010
- [c8]Marc Modat, Gerard R. Ridgway, David J. Hawkes, Nick C. Fox, Sébastien Ourselin:
Nonrigid registration with differential bias correction using normalised mutual information. ISBI 2010: 356-359 - [c7]Manuel Jorge Cardoso, Matthew J. Clarkson, Marc Modat, Gerard R. Ridgway, Sébastien Ourselin:
Locally weighted Markov random fields for cortical segmentation. ISBI 2010: 956-959 - [c6]Holger Roth, Jamie McClelland, Marc Modat, Darren Boone, Mingxing Hu, Sébastien Ourselin, Greg G. Slabaugh, Steve Halligan, David J. Hawkes:
Establishing Spatial Correspondence between the Inner Colon Surfaces from Prone and Supine CT Colonography. MICCAI (3) 2010: 497-504 - [c5]Matthew J. Clarkson, Ian B. Malone, Marc Modat, Kelvin K. Leung, Natalie S. Ryan, Daniel C. Alexander, Nick C. Fox, Sébastien Ourselin:
A Framework for Using Diffusion Weighted Imaging to Improve Cortical Parcellation. MICCAI (1) 2010: 534-541 - [c4]Marc Modat, Tom Vercauteren, Gerard R. Ridgway, David J. Hawkes, Nick C. Fox, Sébastien Ourselin:
Diffeomorphic demons using normalized mutual information, evaluation on multimodal brain MR images. Medical Imaging: Image Processing 2010: 76232K - [c3]Marc Modat, Zeike A. Taylor, Gerard R. Ridgway, Josephine Barnes, Edward J. Wild, David J. Hawkes, Nick C. Fox, Sébastien Ourselin:
Nonlinear Elastic Spline Registration: Evaluation with Longitudinal Huntington's Disease Data. WBIR 2010: 128-139 - 2009
- [c2]Manuel Jorge Cardoso, Matthew J. Clarkson, Gerard R. Ridgway, Marc Modat, Nick C. Fox, Sébastien Ourselin:
Improved Maximum a Posteriori Cortical Segmentation by Iterative Relaxation of Priors. MICCAI (1) 2009: 441-449 - [c1]Marc Modat, Gerard R. Ridgway, Zeike A. Taylor, Daves J. Hawkes, Nick C. Fox, Sébastien Ourselin:
A parallel-friendly normalized mutual information gradient for free-form registration. Medical Imaging: Image Processing 2009: 72590L
Editorship
- 2014
- [e1]Sébastien Ourselin, Marc Modat:
Biomedical Image Registration - 6th International Workshop, WBIR 2014, London, UK, July 7-8, 2014. Proceedings. Lecture Notes in Computer Science 8545, Springer 2014, ISBN 978-3-319-08553-1 [contents]
Informal and Other Publications
- 2023
- [i31]Walter H. L. Pinaya, Mark S. Graham, Eric Kerfoot, Petru-Daniel Tudosiu, Jessica Dafflon, Virginia Fernandez, Pedro Sanchez, Julia Wolleb, Pedro F. Da Costa, Ashay Patel, Hyungjin Chung, Can Zhao, Wei Peng, Zelong Liu, XueYan Mei, Oeslle Lucena, Jong Chul Ye, Sotirios A. Tsaftaris, Prerna Dogra, Andrew Feng, Marc Modat, Parashkev Nachev, Sébastien Ourselin, M. Jorge Cardoso:
Generative AI for Medical Imaging: extending the MONAI Framework. CoRR abs/2307.15208 (2023) - 2022
- [i30]Reuben Dorent, Aaron Kujawa, Marina Ivory, Spyridon Bakas, Nicola Rieke, Samuel Joutard, Ben Glocker, Jorge Cardoso, Marc Modat, Kayhan Batmanghelich, Arseniy Belkov, Maria G. Baldeon Calisto, Jae Won Choi, Benoit M. Dawant, Hexin Dong, Sergio Escalera, Yubo Fan, Lasse Hansen, Mattias P. Heinrich, Smriti Joshi, Victoriya Kashtanova, Hyeongyu Kim, Satoshi Kondo, Christian N. Kruse, Susana K. Lai-Yuen, Hao Li, Han Liu, Buntheng Ly, Ipek Oguz, Hyungseob Shin, Boris Shirokikh, Zixian Su, Guotai Wang, Jianghao Wu, Yanwu Xu, Kai Yao, Li Zhang, Sébastien Ourselin, Jonathan Shapey, Tom Vercauteren:
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. CoRR abs/2201.02831 (2022) - [i29]Mauricio Orbes-Arteaga, Thomas Varsavsky, Lauge Sørensen, Mads Nielsen, Akshay Pai, Sébastien Ourselin, Marc Modat, M. Jorge Cardoso:
Augmentation based unsupervised domain adaptation. CoRR abs/2202.11486 (2022) - [i28]Samuel Joutard, Thomas S. Pheiffer, Chloé Audigier, Patrick Wohlfahrt, Reuben Dorent, Sebastien Piat, Tom Vercauteren, Marc Modat, Tommaso Mansi:
A multi-organ point cloud registration algorithm for abdominal CT registration. CoRR abs/2203.08041 (2022) - [i27]Samuel Joutard, Reuben Dorent, Sébastien Ourselin, Tom Vercauteren, Marc Modat:
Driving Points Prediction For Abdominal Probabilistic Registration. CoRR abs/2208.03232 (2022) - [i26]M. Jorge Cardoso, Wenqi Li, Richard Brown, Nic Ma, Eric Kerfoot, Yiheng Wang, Benjamin Murray, Andriy Myronenko, Can Zhao, Dong Yang, Vishwesh Nath, Yufan He, Ziyue Xu, Ali Hatamizadeh, Wentao Zhu, Yun Liu, Mingxin Zheng, Yucheng Tang, Isaac Yang, Michael Zephyr, Behrooz Hashemian, Sachidanand Alle, Mohammad Zalbagi Darestani, Charlie Budd, Marc Modat, Tom Vercauteren, Guotai Wang, Yiwen Li, Yipeng Hu, Yunguan Fu, Benjamin Gorman, Hans J. Johnson, Brad W. Genereaux, Barbaros S. Erdal, Vikash Gupta, Andres Diaz-Pinto, Andre Dourson, Lena Maier-Hein, Paul F. Jaeger, Michael Baumgartner, Jayashree Kalpathy-Cramer, Mona Flores, Justin S. Kirby, Lee A. D. Cooper, Holger R. Roth, Daguang Xu, David Bericat, Ralf Floca, S. Kevin Zhou, Haris Shuaib, Keyvan Farahani, Klaus H. Maier-Hein, Stephen R. Aylward, Prerna Dogra, Sébastien Ourselin, Andrew Feng:
MONAI: An open-source framework for deep learning in healthcare. CoRR abs/2211.02701 (2022) - 2021
- [i25]M. Jorge Cardoso, Marc Modat, Tom Vercauteren, Sébastien Ourselin:
Scale factor point spread function matching: Beyond aliasing in image resampling. CoRR abs/2101.06440 (2021) - [i24]Marta Bianca Maria Ranzini, Lucas Fidon, Sébastien Ourselin, Marc Modat, Tom Vercauteren:
MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation. CoRR abs/2103.13314 (2021) - [i23]Thomas C. Booth, Bernice Akpinar, Andrei Roman, Haris Shuaib, Aysha Luis, Alysha Chelliah, Ayisha Al Busaidi, Ayesha Mirchandani, Burcu Alparslan, Nina Mansoor, Keyoumars Ashkan, Sébastien Ourselin, Marc Modat:
Machine Learning and Glioblastoma: Treatment Response Monitoring Biomarkers in 2021. CoRR abs/2104.08072 (2021) - [i22]Adrià Casamitjana, Marco Lorenzi, Sebastiano Ferraris, Loïc Peter, Marc Modat, Allison Stevens, Bruce Fischl, Tom Vercauteren, Juan Eugenio Iglesias:
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas. CoRR abs/2104.14873 (2021) - [i21]Reuben Dorent, Samuel Joutard, Jonathan Shapey, Aaron Kujawa, Marc Modat, Sébastien Ourselin, Tom Vercauteren:
Inter Extreme Points Geodesics for Weakly Supervised Segmentation. CoRR abs/2107.00583 (2021) - [i20]Alessa Hering, Lasse Hansen, Tony C. W. Mok, Albert C. S. Chung, Hanna Siebert, Stephanie Häger, Annkristin Lange, Sven Kuckertz, Stefan Heldmann, Wei Shao, Sulaiman Vesal, Mirabela Rusu, Geoffrey A. Sonn, Théo Estienne, Maria Vakalopoulou, Luyi Han, Yunzhi Huang, Mikael Brudfors, Yaël Balbastre, Samuel Joutard, Marc Modat, Gal Lifshitz, Dan Raviv, Jinxin Lv, Qiang Li, Vincent Jaouen, Dimitris Visvikis, Constance Fourcade, Mathieu Rubeaux, Wentao Pan, Zhe Xu, Bailiang Jian, Francesca De Benetti, Marek Wodzinski, Niklas Gunnarsson, Huaqi Qiu, Zeju Li, Christoph Großbröhmer, Andrew Hoopes, Ingerid Reinertsen, Yiming Xiao, Bennett A. Landman, Yuankai Huo, Keelin Murphy, Bram van Ginneken, Adrian V. Dalca, Mattias P. Heinrich:
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning. CoRR abs/2112.04489 (2021) - 2020
- [i19]Marta Bianca Maria Ranzini, Irme Groothuis, Kerstin Kläser, M. Jorge Cardoso, Johann Henckel, Sébastien Ourselin, Alister Hart, Marc Modat:
Combining multimodal information for Metal Artefact Reduction: An unsupervised deep learning framework. CoRR abs/2004.09321 (2020) - [i18]Reuben Dorent, Samuel Joutard, Jonathan Shapey, Sotirios Bisdas, Neil Kitchen, Robert Bradford, Shakeel R. Saeed, Marc Modat, Sébastien Ourselin, Tom Vercauteren:
Scribble-based Domain Adaptation via Co-segmentation. CoRR abs/2007.03632 (2020) - [i17]Benjamin Murray, Eric Kerfoot, Mark S. Graham, Carole H. Sudre, Erika Molteni, Liane S. Canas, Michela Antonelli, Alessia Visconti, Andrew T. Chan, Paul W. Franks, Richard Davies, Jonathan Wolf, Tim D. Spector, Claire J. Steves, Marc Modat, Sébastien Ourselin:
Accessible Data Curation and Analytics for International-Scale Citizen Science Datasets. CoRR abs/2011.00867 (2020) - 2019
- [i16]Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin:
Grey matter sublayer thickness estimation in themouse cerebellum. CoRR abs/1901.02499 (2019) - [i15]Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sébastien Ourselin, Lauge Sørensen:
Training recurrent neural networks robust to incomplete data: application to Alzheimer's disease progression modeling. CoRR abs/1903.07173 (2019) - [i14]Samuel Joutard, Reuben Dorent, Amanda Isaac, Sébastien Ourselin, Tom Vercauteren, Marc Modat:
Permutohedral Attention Module for Efficient Non-Local Neural Networks. CoRR abs/1907.00641 (2019) - [i13]Reuben Dorent, Samuel Joutard, Marc Modat, Sébastien Ourselin, Tom Vercauteren:
Hetero-Modal Variational Encoder-Decoder for Joint Modality Completion and Segmentation. CoRR abs/1907.11150 (2019) - [i12]Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen:
Robust parametric modeling of Alzheimer's disease progression. CoRR abs/1908.05338 (2019) - [i11]Mauricio Orbes-Arteaga, Thomas Varsavsky, Carole H. Sudre, Zach Eaton-Rosen, Lewis J. Haddow, Lauge Sørensen, Mads Nielsen, Akshay Pai, Sébastien Ourselin, Marc Modat, Parashkev Nachev, Manuel Jorge Cardoso:
Multi-Domain Adaptation in Brain MRI through Paired Consistency and Adversarial Learning. CoRR abs/1908.05959 (2019) - [i10]Mauricio Orbes-Arteaga, M. Jorge Cardoso, Lauge Sørensen, Christian Igel, Sébastien Ourselin, Marc Modat, Mads Nielsen, Akshay Pai:
Knowledge distillation for semi-supervised domain adaptation. CoRR abs/1908.07355 (2019) - [i9]Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, Marc Modat, M. Jorge Cardoso, Sébastien Ourselin, Lauge Sørensen:
On the Initialization of Long Short-Term Memory Networks. CoRR abs/1912.10454 (2019) - 2018
- [i8]Juan Eugenio Iglesias, Marc Modat, Loïc Peter, Allison Stevens, Roberto Annunziata, Tom Vercauteren, Ed S. Lein, Bruce Fischl, Sébastien Ourselin:
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections. CoRR abs/1801.05284 (2018) - [i7]Yipeng Hu, Marc Modat, Eli Gibson, Wenqi Li, Nooshin Ghavami, Ester Bonmati, Guotai Wang, Steven Bandula, Caroline M. Moore, Mark Emberton, Sébastien Ourselin, J. Alison Noble, Dean C. Barratt, Tom Vercauteren:
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration. CoRR abs/1807.03361 (2018) - [i6]Mostafa Mehdipour-Ghazi, Mads Nielsen, Akshay Pai, M. Jorge Cardoso, Marc Modat, Sébastien Ourselin, Lauge Sørensen:
Robust training of recurrent neural networks to handle missing data for disease progression modeling. CoRR abs/1808.05500 (2018) - [i5]Mauricio Orbes-Arteaga, M. Jorge Cardoso, Lauge Sørensen, Marc Modat, Sébastien Ourselin, Mads Nielsen, Akshay Pai:
Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs. CoRR abs/1808.06519 (2018) - [i4]Kerstin Kläser, Pawel Markiewicz, Marta Bianca Maria Ranzini, Wenqi Li, Marc Modat, Brian F. Hutton, David Atkinson, Kris Thielemans, M. Jorge Cardoso, Sébastien Ourselin:
Deep Boosted Regression for MR to CT Synthesis. CoRR abs/1808.07431 (2018) - [i3]Mauricio Orbes-Arteaga, Lauge Sørensen, Manuel Jorge Cardoso, Marc Modat, Sébastien Ourselin, Stefan Sommer, Mads Nielsen, Christian Igel, Akshay Pai:
PADDIT: Probabilistic Augmentation of Data using Diffeomorphic Image Transformation. CoRR abs/1810.01928 (2018) - 2017
- [i2]Jonas Pichat, Juan Eugenio Iglesias, Sotiris Nousias, Tarek A. Yousry, Sébastien Ourselin, Marc Modat:
Part-to-whole Registration of Histology and MRI using Shape Elements. CoRR abs/1708.08117 (2017) - [i1]Yipeng Hu, Marc Modat, Eli Gibson, Nooshin Ghavami, Ester Bonmati, Caroline M. Moore, Mark Emberton, J. Alison Noble, Dean C. Barratt, Tom Vercauteren:
Label-driven weakly-supervised learning for multimodal deformable image registration. CoRR abs/1711.01666 (2017)
Coauthor Index
aka: Marta Bianca Maria Ranzini
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last updated on 2024-04-25 05:55 CEST by the dblp team
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