Zobrazeno 1 - 10
of 20
pro vyhledávání: '"Paul Desbordes"'
Publikováno v:
Frontiers in Medicine, Vol 10 (2023)
Background and objectiveSpirometry patterns can suggest that a patient has a restrictive ventilatory impairment; however, lung volume measurements such as total lung capacity (TLC) are required to confirm the diagnosis. The aim of the study was to tr
Externí odkaz:
https://doaj.org/article/e2b382f81bbb462cbe11aadb48004dd6
Secure Architectures Implementing Trusted Coalitions for Blockchained Distributed Learning (TCLearn)
Autor:
Sebastien Lugan, Paul Desbordes, Eliott Brion, Luis Xavier Ramos Tormo, Axel Legay, Benoit Macq
Publikováno v:
IEEE Access, Vol 7, Pp 181789-181799 (2019)
Distributed learning across coalitions is becoming popular for multi-centric implementation of deep learning models. However, the level of trust between the members of a coalition can vary and requires different security architectures. Privacy of the
Externí odkaz:
https://doaj.org/article/1c6f84b58af74042a2ed368609963452
Publikováno v:
Biomedicines, Vol 9, Iss 2, p 214 (2021)
External beam radiotherapy cancer treatment aims to deliver dose fractions to slowly destroy a tumor while avoiding severe side effects in surrounding healthy tissues. To automate the dose fraction schedules, this paper investigates how deep reinforc
Externí odkaz:
https://doaj.org/article/3dcabffce4f9495689bc09e201ae1012
Autor:
Jean Léger, Eliott Brion, Paul Desbordes, Christophe De Vleeschouwer, John A. Lee, Benoit Macq
Publikováno v:
Applied Sciences, Vol 10, Iss 3, p 1154 (2020)
For prostate cancer patients, large organ deformations occurring between radiotherapy treatment sessions create uncertainty about the doses delivered to the tumor and surrounding healthy organs. Segmenting those regions on cone beam CT (CBCT) scans a
Externí odkaz:
https://doaj.org/article/c2bb63877f86428d9a600509773a0018
Autor:
Paul Desbordes, Su Ruan, Romain Modzelewski, Pascal Pineau, Sébastien Vauclin, Pierrick Gouel, Pierre Michel, Frédéric Di Fiore, Pierre Vera, Isabelle Gardin
Publikováno v:
PLoS ONE, Vol 12, Iss 3, p e0173208 (2017)
In oncology, texture features extracted from positron emission tomography with 18-fluorodeoxyglucose images (FDG-PET) are of increasing interest for predictive and prognostic studies, leading to several tens of features per tumor. To select the best
Externí odkaz:
https://doaj.org/article/acd4a10ea89847038f318437067ec814
Autor:
Paul, Desbordes, Su, Ruan, Romain, Modzelewski, Sébastien, Vauclin, Pierre, Vera, Isabelle, Gardin
Publikováno v:
In Computerized Medical Imaging and Graphics September 2017 60:42-49
Autor:
Paul Desbordes, Maarten De Vos, Julie Maes, Frans de Jongh, Karl Sylvester, Claus Franz Vogelmeier, Anh Tuan Dinh-Xuan, Jann Mortensen, Wim Janssens, Marko Topalovic
Publikováno v:
European Respiratory Journal. 61:2202348
Secure Architectures Implementing Trusted Coalitions for Blockchained Distributed Learning (TCLearn)
Autor:
Paul Desbordes, Benoît Macq, Sébastien Lugan, Luis Xavier Ramos Tormo, Axel Legay, Eliott Brion
Publikováno v:
IEEE Access, Vol 7, Pp 181789-181799 (2019)
Distributed learning across coalitions is becoming popular for multi-centric implementation of deep learning models. However, the level of trust between the members of a coalition can vary and requires different security architectures. Privacy of the
Autor:
John Aldo Lee, Fredrik Löfman, Paul Desbordes, Benoît Macq, Umair Javaid, Dan Nguyen, Steven Michiels, Edmond Sterpin, Kevin Souris, Liesbeth Vandewinckele, Gilmer Valdes, Mats Holmström, S. Willems, Ana M. Barragan-Montero
Publikováno v:
Phys Med
Artificial intelligence (AI) has recently become a very popular buzzword, as a consequence of disruptive technical advances and impressive experimental results, notably in the field of image analysis and processing. In medicine, specialties where ima
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e73a9a388e40a3f369c067943f2ee185
https://escholarship.org/uc/item/0345q6vg
https://escholarship.org/uc/item/0345q6vg
Publikováno v:
Biomedicines, Vol 9, Iss 214, p 214 (2021)
Biomedicines
Volume 9
Issue 2
Biomedicines, Vol. 9, no.2, p. 214 (2021)
Biomedicines
Volume 9
Issue 2
Biomedicines, Vol. 9, no.2, p. 214 (2021)
External beam radiotherapy cancer treatment aims to deliver dose fractions to slowly destroy a tumor while avoiding severe side effects in surrounding healthy tissues. To automate the dose fraction schedules, this paper investigates how deep reinforc