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  1. Article

    Open Access

    The influence of biophysical parameters in a biomechanical model of cortical folding patterns

    Abnormal cortical folding patterns, such as lissencephaly, pachygyria and polymicrogyria malformations, may be related to neurodevelopmental disorders. In this context, computational modeling is a powerful too...

    **aoyu Wang, Julien Lefèvre, Amine Bohi, Mariam Al Harrach in Scientific Reports (2021)

  2. Article

    Open Access

    Investigating the causal role of MRE11A p.E506* in breast and ovarian cancer

    The nuclease MRE11A is often included in genetic test panels for hereditary breast and ovarian cancer (HBOC) due to its BRCA1-related molecular function in the DNA repair pathway. However, whether MRE11A is a tru...

    Islam E. Elkholi, Massimo Di Iorio, Somayyeh Fahiminiya in Scientific Reports (2021)

  3. Article

    Open Access

    Dynamic MRI for articulating joint evaluation on 1.5 T and 3.0 T scanners: setup, protocols, and real-time sequences

    Dynamic magnetic resonance imaging (MRI) is a non-invasive method that can be used to increase the understanding of the pathomechanics of joints. Various types of real-time gradient echo sequences used for dyn...

    Marc Garetier, Bhushan Borotikar, Karim Makki, Sylvain Brochard in Insights into Imaging (2020)

  4. No Access

    Article

    Residual Networks as Flows of Diffeomorphisms

    This paper addresses the understanding and characterization of residual networks (ResNet), which are among the state-of-the-art deep learning architectures for a variety of supervised learning problems. We foc...

    François Rousseau, Lucas Drumetz in Journal of Mathematical Imaging and Vision (2020)

  5. No Access

    Chapter and Conference Paper

    Multilabel, Multiscale Topological Transformation for Cerebral MRI Segmentation Post-processing

    Accurate segmentation of cerebral structures remains, after two decades of research, a complex task. In particular, obtaining satisfactory results in terms of topology, in addition to quantitative and geometri...

    Carlos Tor-Díez, Sylvain Faisan, Loïc Mazo in Mathematical Morphology and Its Applicatio… (2019)

  6. No Access

    Chapter and Conference Paper

    Online Atlasing Using an Iterative Centroid

    Online atlasing, i.e. incrementing an atlas with new images as they are acquired, is key when performing studies on databases very large or still being gathered. We propose to this end a new diffeomorphic onli...

    Antoine Legouhy, Olivier Commowick in Medical Image Computing and Computer Assis… (2019)

  7. No Access

    Chapter and Conference Paper

    Hierarchical Approach for Neonate Cerebellum Segmentation from MRI: An Experimental Study

    Morphometric analysis of brain structures is of high interest for premature neonates, in particular for defining predictive neurodevelopment biomarkers. This requires beforehand, the correct segmentation of st...

    Pierre Cettour-Janet, Gilles Valette in Mathematical Morphology and Its Applicatio… (2019)

  8. Article

    Open Access

    Pregnant women’s views on how to promote the use of a decision aid for Down syndrome prenatal screening: a theory-informed qualitative study

    For pregnant women and their partners, the decision to undergo Down syndrome prenatal screening is difficult. Patient decision aids (PtDA) can help them make an informed decision. We aimed to identify behaviou...

    Titilayo Tatiana Agbadjé, Matthew Menear, Michèle Dugas in BMC Health Services Research (2018)

  9. No Access

    Article

    Community-preserving anonymization of graphs

    In this paper, we propose a novel edge modification technique that better preserves the communities of a graph while anonymizing it. By maintaining the core number sequence of a graph, its coreness, we retain mos...

    François Rousseau, Jordi Casas-Roma in Knowledge and Information Systems (2018)

  10. Article

    Open Access

    Use of a patient decision aid for prenatal screening for Down syndrome: what do pregnant women say?

    Patient decision aids (PtDAs) help people make difficult, values-sensitive decisions. Prenatal screening for assessing the risk of genetic conditions in the fetus is one such decision and patient decision aids...

    Maria Esther Leiva Portocarrero, Anik M. C. Giguère in BMC Pregnancy and Childbirth (2017)

  11. No Access

    Article

    Scale-adaptive supervoxel-based random forests for liver tumor segmentation in dynamic contrast-enhanced CT scans

    Toward an efficient clinical management of hepatocellular carcinoma (HCC), we propose a classification framework dedicated to tumor necrosis rate estimation from dynamic contrast-enhanced CT scans. Based on ma...

    Pierre-Henri Conze, Vincent Noblet in International Journal of Computer Assisted… (2017)

  12. Article

    Open Access

    What factors influence health professionals to use decision aids for Down syndrome prenatal screening?

    Health professionals are expected to engage pregnant women in shared decision making to help them make informed values-based decisions about prenatal screening. Patient decision aids (PtDAs) foster shared deci...

    Johanie Lépine, Maria Esther Leiva Portocarrero in BMC Pregnancy and Childbirth (2016)

  13. Article

    On the growth and form of cortical convolutions

    A 3D-printed fetal brain undergoes constrained expansion to reproduce the shape of the human cerebral cortex. The soft gels of the model swell in solvent, mimicking cortical growth and revealing the mechanical...

    Tuomas Tallinen, Jun Young Chung, François Rousseau, Nadine Girard in Nature Physics (2016)

  14. Article

    Correction: Corrigendum: Germline RECQL mutations are associated with breast cancer susceptibility

    Nat. Genet. 47, 643–646 (2015); published online 27 April 2015; corrected after print 12 January 2016 In the version of this article initially published, one of the variants was incorrectly reported as c.634C>...

    Cezary Cybulski, Jian Carrot-Zhang, Wojciech Kluźniak, Barbara Rivera in Nature Genetics (2016)

  15. No Access

    Article

    Whole‐genome sequencing identifies EN1 as a determinant of bone density and fracture

    Human population genomic studies, including whole‐genome sequencing, were undertaken to identify determinants of bone mineral density (BMD), a major predictor of osteoporotic fractures. Non‐coding variants wit...

    Hou‐Feng Zheng, Vincenzo Forgetta, Yi‐Hsiang Hsu, Karol Estrada in Nature (2015)

  16. Article

    Open Access

    Decision aids that support decisions about prenatal testing for Down syndrome: an environmental scan

    Prenatal screening tests for Down syndrome (DS) are routine in many developed countries and new tests are rapidly becoming available. Decisions about prenatal screening are increasingly complex with each succe...

    Maria Esther Leiva Portocarrero in BMC Medical Informatics and Decision Making (2015)

  17. No Access

    Article

    Germline RECQL mutations are associated with breast cancer susceptibility

    Mohammad Akbari and colleagues report that rare truncating mutations in RECQL are associated with breast cancer susceptibility. RECQL encodes a helicase that helps prevent double-stranded DNA breaks by stabilizin...

    Cezary Cybulski, Jian Carrot-Zhang, Wojciech Kluźniak, Barbara Rivera in Nature Genetics (2015)

  18. Article

    Open Access

    Exploiting light chains for the scalable generation and platform purification of native human bispecific IgG

    Bispecific antibodies enable unique therapeutic approaches but it remains a challenge to produce them at the industrial scale, and the modifications introduced to achieve bispecificity often have an impact on ...

    Nicolas Fischer, Greg Elson, Giovanni Magistrelli, Elie Dheilly in Nature Communications (2015)

  19. No Access

    Chapter and Conference Paper

    Semi-automatic Liver Tumor Segmentation in Dynamic Contrast-Enhanced CT Scans Using Random Forests and Supervoxels

    Pre-operative locoregional treatments (PLT) delay the tumor progression by necrosis for patients with hepato-cellular carcinoma (HCC). Toward an efficient evaluation of PLT response, we address the estimation ...

    Pierre-Henri Conze, François Rousseau in Machine Learning in Medical Imaging (2015)

  20. No Access

    Chapter and Conference Paper

    Main Core Retention on Graph-of-Words for Single-Document Keyword Extraction

    In this paper, we apply the concept of k-core on the graph-of-words representation of text for single-document keyword extraction, retaining only the nodes from the main core as representative terms. This approac...

    François Rousseau, Michalis Vazirgiannis in Advances in Information Retrieval (2015)

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