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Herve Lombaert, Ph.D. - Publications

Affiliations: 
2012 Genie Informatique et Genie Logiciel Ecole Polytechnique, Montreal (Canada) 
Area:
Electronics and Electrical Engineering, Radiology
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22/48 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Delisle PL, Anctil-Robitaille B, Desrosiers C, Lombaert H. Realistic image normalization for multi-Domain segmentation. Medical Image Analysis. 74: 102191. PMID 34509168 DOI: 10.1016/j.media.2021.102191  0.301
2020 Gopinath K, Desrosiers C, Lombaert H. Learnable Pooling in Graph Convolution Networks for Brain Surface Analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 33006927 DOI: 10.1109/TPAMI.2020.3028391  0.304
2019 Gopinath K, Desrosiers C, Lombaert H. Graph Convolutions on Spectral Embeddings for Cortical Surface Parcellation. Medical Image Analysis. 54: 297-305. PMID 30974398 DOI: 10.1016/J.Media.2019.03.012  0.342
2018 Dolz J, Gopinath K, Yuan J, Lombaert H, Desrosiers C, Ayed IB. HyperDense-Net: A hyper-densely connected CNN for multi-modal image segmentation. Ieee Transactions On Medical Imaging. PMID 30387726 DOI: 10.1109/Tmi.2018.2878669  0.364
2017 Ahmad O, Lombaert H, Parent S, Labelle H, Cheriet F. Spectral shape analysis of human torsos: Application to the evaluation of scoliosis surgery outcome. Ieee Journal of Biomedical and Health Informatics. PMID 29028215 DOI: 10.1109/Jbhi.2017.2759804  0.501
2016 Shakeri M, Lombaert H, Datta AN, Oser N, Létourneau-Guillon L, Lapointe LV, Martin F, Malfait D, Tucholka A, Lippé S, Kadoury S. Statistical shape analysis of subcortical structures using spectral matching. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. PMID 27025904 DOI: 10.1016/J.Compmedimag.2016.03.001  0.603
2015 Shakeri M, Lombaert H, Kadoury S. Classification of alzheimer’s disease using discriminant manifolds of hippocampus shapes Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9487: 65-73. DOI: 10.1007/978-3-319-27929-9_7  0.568
2014 Shi W, Lombaert H, Bai W, Ledig C, Zhuang X, Marvao A, Dawes T, O'Regan D, O'Regan D. Multi-atlas spectral PatchMatch: application to cardiac image segmentation. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 348-55. PMID 25333137 DOI: 10.1007/978-3-319-10404-1_44  0.386
2014 Shakeri M, Lombaert H, Lippé S, Kadoury S. Groupwise shape analysis of the hippocampus using spectral matching Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9034. DOI: 10.1117/12.2043615  0.599
2014 Lombaert H, Grady L, Pennec X, Ayache N, Cheriet F. Spectral log-demons: Diffeomorphic image registration with very large deformations International Journal of Computer Vision. 107: 254-271. DOI: 10.1007/S11263-013-0681-5  0.604
2013 Lombaert H, Grady L, Polimeni JR, Cheriet F. FOCUSR: feature oriented correspondence using spectral regularization--a method for precise surface matching. Ieee Transactions On Pattern Analysis and Machine Intelligence. 35: 2143-60. PMID 23868776 DOI: 10.1109/Tpami.2012.276  0.586
2013 Lombaert H, Grady L, Pennec X, Peyrat JM, Ayache N, Cheriet F. Groupwise spectral log-demons framework for atlas construction Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7766: 11-19. DOI: 10.1007/978-3-642-36620-8_2  0.562
2012 Lombaert H, Peyrat JM, Croisille P, Rapacchi S, Fanton L, Cheriet F, Clarysse P, Magnin I, Delingette H, Ayache N. Human atlas of the cardiac fiber architecture: study on a healthy population. Ieee Transactions On Medical Imaging. 31: 1436-47. PMID 22481815 DOI: 10.1109/Tmi.2012.2192743  0.551
2012 Lombaert H, Cheriet F. Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images 2012 11th International Conference On Information Science, Signal Processing and Their Applications, Isspa 2012. 264-268. DOI: 10.1109/ISSPA.2012.6310557  0.535
2012 Lombaert H, Grady L, Pennec X, Ayache N, Cheriet F. Spectral demons - Image registration via global spectral correspondence Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7573: 30-44. DOI: 10.1007/978-3-642-33709-3_3  0.586
2012 Lombaert H, Peyrat JM, Fanton L, Cheriet F, Delingette H, Ayache N, Clarysse P, Magnin I, Croisille P. Statistical atlas of human cardiac fibers: Comparison with abnormal hearts Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7085: 207-213. DOI: 10.1007/978-3-642-28326-0_21  0.486
2012 Lombaert H, Peyrat JM, Fanton L, Cheriet F, Delingette H, Ayache N, Clarysse P, Magnin I, Croisille P. Variability of the human cardiac laminar structure Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7085: 160-167. DOI: 10.1007/978-3-642-28326-0_16  0.495
2011 Lombaert H, Grady L, Polimeni JR, Cheriet F. Fast brain matching with spectral correspondence. Information Processing in Medical Imaging : Proceedings of the ... Conference. 22: 660-73. PMID 21761694 DOI: 10.1007/978-3-642-22092-0_54  0.52
2011 Lombaert H, Sun Y, Cheriet F. Fast 4D segmentation of large datasets using graph cuts Progress in Biomedical Optics and Imaging - Proceedings of Spie. 7962. DOI: 10.1117/12.877505  0.532
2010 Lombaert H, Cheriet F. Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues 2010 7th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2010 - Proceedings. 492-495. DOI: 10.1109/ISBI.2010.5490303  0.561
2010 Lombaert H, Cheriet F. Geodesic thin plate splines for image segmentation Proceedings - International Conference On Pattern Recognition. 2234-2237. DOI: 10.1109/ICPR.2010.547  0.507
2005 Lombaert H, Sun Y, Grady L, Xu C. A multilevel banded graph cuts method for fast image segmentation Proceedings of the Ieee International Conference On Computer Vision. 259-265. DOI: 10.1109/ICCV.2005.13  0.325
Low-probability matches (unlikely to be authored by this person)
2022 V SA, Dolz J, Lombaert H. Attention-based Dynamic Subspace Learners for Medical Image Analysis. Ieee Journal of Biomedical and Health Informatics. PMID 35763468 DOI: 10.1109/JBHI.2022.3186882  0.292
2023 Adiga V S, Dolz J, Lombaert H. Anatomically-aware uncertainty for semi-supervised image segmentation. Medical Image Analysis. 91: 103011. PMID 37924752 DOI: 10.1016/j.media.2023.103011  0.277
2016 Bleton H, Margeta J, Lombaert H, Delingette H, Ayache N. Myocardial infarct localization using neighbourhood approximation forests Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9534: 108-116. DOI: 10.1007/978-3-319-28712-6_12  0.272
2020 Galdran A, Chelbi J, Kobi R, Dolz J, Lombaert H, Ben Ayed I, Chakor H. Non-uniform Label Smoothing for Diabetic Retinopathy Grading from Retinal Fundus Images with Deep Neural Networks. Translational Vision Science & Technology. 9: 34. PMID 32832207 DOI: 10.1167/Tvst.9.2.34  0.272
2015 Lombaert H, Criminisi A, Ayache N. Spectral forests: Learning of surface data, application to cortical parcellation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9349: 547-555. DOI: 10.1007/978-3-319-24553-9_67  0.272
2013 Piuze E, Lombaert H, Sporring J, Siddiqi K. Cardiac fiber inpainting using Cartan forms. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 16: 509-17. PMID 24579179 DOI: 10.1007/978-3-642-40763-5_63  0.267
2011 Lombaert H, Peyrat JM, Croisille P, Rapacchi S, Fanton L, Clarysse P, Delingette H, Ayache N. Statistical analysis of the human cardiac fiber architecture from DT-MRI Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6666: 171-179. DOI: 10.1007/978-3-642-21028-0_22  0.26
2013 Lombaert H, Sporring J, Siddiqi K. Diffeomorphic spectral matching of cortical surfaces. Information Processing in Medical Imaging : Proceedings of the ... Conference. 23: 376-89. PMID 24683984 DOI: 10.1007/978-3-642-38868-2_32  0.256
2023 Gaillochet M, Desrosiers C, Lombaert H. Active learning for medical image segmentation with stochastic batches. Medical Image Analysis. 90: 102958. PMID 37769549 DOI: 10.1016/j.media.2023.102958  0.249
2013 Piuze E, Lombaert H, Sporring J, Strijkers GJ, Bakermans AJ, Siddiqi K. Atlases of cardiac fiber differential geometry Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7945: 442-449. DOI: 10.1007/978-3-642-38899-6_52  0.247
2014 Lombaert H, Zikic D, Criminisi A, Ayache N. Laplacian forests: semantic image segmentation by guided bagging. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 496-504. PMID 25485416 DOI: 10.1007/978-3-319-10470-6_62  0.245
2023 Gopinath K, Desrosiers C, Lombaert H. Learning joint surface reconstruction and segmentation, from brain images to cortical surface parcellation. Medical Image Analysis. 90: 102974. PMID 37774534 DOI: 10.1016/j.media.2023.102974  0.243
2015 Lombaert H, Arcaro M, Ayache N. Brain Transfer: Spectral Analysis of Cortical Surfaces and Functional Maps. Information Processing in Medical Imaging : Proceedings of the ... Conference. 24: 474-87. PMID 26221696  0.238
2016 Orasanu E, Melbourne A, Cardoso MJ, Lombaert H, Kendall GS, Robertson NJ, Marlow N, Ourselin S. Erratum: Cortical folding of the preterm brain: a longitudinal analysis of extremely preterm born neonates using spectral matching. Brain and Behavior. 6: e00585. PMID 27688947 DOI: 10.1002/Brb3.585  0.232
2022 Galdran A, Anjos A, Dolz J, Chakor H, Lombaert H, Ayed IB. State-of-the-art retinal vessel segmentation with minimalistic models. Scientific Reports. 12: 6174. PMID 35418576 DOI: 10.1038/s41598-022-09675-y  0.23
2022 Anctil-Robitaille B, Théberge A, Jodoin PM, Descoteaux M, Desrosiers C, Lombaert H. Manifold-aware synthesis of high-resolution diffusion from structural imaging. Frontiers in Neuroimaging. 1: 930496. PMID 37555146 DOI: 10.3389/fnimg.2022.930496  0.23
2022 Bateson M, Kervadec H, Dolz J, Lombaert H, Ben Ayed I. Source-free domain adaptation for image segmentation. Medical Image Analysis. 82: 102617. PMID 36228364 DOI: 10.1016/j.media.2022.102617  0.227
2013 Lombaert H, Peyrat JM. Joint statistics on cardiac shape and fiber architecture. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 16: 492-500. PMID 24579177 DOI: 10.1007/978-3-642-40763-5_61  0.224
2013 Bieth M, Lombaert H, Reader AJ, Siddiqi K. Atlas construction for dynamic (4D) PET using diffeomorphic transformations. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 16: 35-42. PMID 24579121 DOI: 10.1007/978-3-642-40763-5_5  0.178
2015 Bhatia KK, Lombaert H. Machine learning meets medical imaging: First international workshop, MLMMI 2015 held in conjunction with ICML 2015 lille, France, July 11, 2015 revised selected papers Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9487. DOI: 10.1007/978-3-319-27929-9  0.163
2022 Karami M, Lombaert H, Rivest-Hénault D. Real-time simulation of viscoelastic tissue behavior with physics-guided deep learning. Computerized Medical Imaging and Graphics : the Official Journal of the Computerized Medical Imaging Society. 104: 102165. PMID 36599223 DOI: 10.1016/j.compmedimag.2022.102165  0.129
2023 Galdran A, Anjos A, Dolz J, Chakor H, Lombaert H, Ayed IB. Author Correction: State-of-the-art retinal vessel segmentation with minimalistic models. Scientific Reports. 13: 12812. PMID 37550375 DOI: 10.1038/s41598-023-40057-0  0.074
2015 Bhatia KK, Lombaert H. Preface Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9487.  0.071
2015 Orasanu E, Melbourne A, Lombaert H, Cardoso MJ, Johnsen SF, Kendall GS, Robertson NJ, Marlow N, Ourselin S. Prefrontal cortical folding of the preterm brain: A longitudinal analysis of preterm-born neonates Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8682: 3-12. DOI: 10.1007/978-3-319-14905-9_1  0.067
2013 Novosad P, Bieth M, Gravel P, Lombaert H, Siddiqi K, Reader AJ. Applying a [11C]raclopride template to automated binding potential estimation in HRRT brain PET Ieee Nuclear Science Symposium Conference Record. DOI: 10.1109/NSSMIC.2013.6829396  0.047
2015 Molléro R, Neumann D, Rohé MM, Datar M, Lombaert H, Ayache N, Comaniciu D, Ecabert O, Chinali M, Rinelli G, Pennec X, Sermesant M, Mansi T. Propagation of myocardial fibre architecture uncertainty on electromechanical model parameter estimation: A case study Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9126: 448-456. DOI: 10.1007/978-3-319-20309-6_51  0.041
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