Publications

Environmental Engineering

Machine Learning and Feature Extraction for Industrial Smoke Plumes Detection from Sentinel-2 Images

The detection of smoke plumes by satellite imagery is a comprehensive research topic that can be used to better monitor activity and emissions from the energy and industrial sectors. In this study, we propose a machine learning methodology based on…

Florentin Poucin, Elyes Ouerghi, Simon Lajouanie, Hugo de Almeida Rodrigues, Gabriele Facciolo, Carlo de Franchis, Charles Hessel

2023 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2023 ) - 2023

Electric power

Realistic Nudging through ICT Pipelines to Help Improve Energy Self-Consumption for Management in Energy Communities

Haicheng Ling, Pierre-Yves Masse, Thibault Rihet, Frédéric Wurtz

Energies - 2023

Life Sciences

Imaging features to distinguish posterior fossa ependymoma subgroups

Thomas Leclerc, Raphael Levy, Arnault Tauziède-Espariat, Charles-Joris Roux, Kevin Beccaria, Thomas Blauwblomme, Stéphanie Puget, Jacques Grill, Christelle Dufour, Léa Guerrini-Rousseau, Samuel Abbou, Stéphanie Bolle, Alexandre Roux, Johan Pallud, Corentin Provost, Catherine Oppenheim, Pascale Varlet, Nathalie Boddaert, Volodia Dangouloff-Ros

European Radiology - 2023

Life Sciences

The pontine diffuse midline glioma, EGFR ‐subtype with ependymal features: Yet another face of diffuse midline glioma, H3K27‐altered

Abstract Recent epigenomic analyses have revealed the existence of a new DNA methylation class (MC) of infant‐type hemispheric glioma (IHG). Like desmoplastic infantile ganglioglioma/astrocytoma (DIG/DIA), these tumors mainly affect infants and are…

Arnault Tauziède-Espariat, Alice Métais, Cassandra Mariet, David Castel, Jacques Grill, Raphaël Saffroy, Lauren Hasty, Volodia Dangouloff-Ros, Nathalie Boddaert, Sandro Benichi, Fabrice Chrétien, Pascale Varlet

Brain Pathology - 2023

Life Sciences

How can we differentiate supratentorial tumor recurrence from postradiation imaging changes in children treated for primary malignant brain tumors?

OBJECTIVE Distinguishing tumor recurrence from therapy-induced imaging changes (TIIC) on brain MRI in children treated for primary malignant brain tumors may be challenging. The authors aimed to assess the diagnostic ability of multimodal MRI in…

Jacob Zittoun, Volodia Dangouloff-Ros, Liesbeth Cardoen, Caroline Rutten, Stéphanie Bolle, Claire Alapetite, Raphaël Levy, David Grévent, Jacques Grill, Hervé Brisse, François Doz, Thomas Blauwblomme, Kévin Beccaria, Sarah Charpy, Charles-Joris Roux, Pascale Varlet, Christelle Dufour, Stéphanie Puget, Nathalie Boddaert

Journal of Neurosurgery. Pediatrics - 2023

Life Sciences

NF2 and ZFTA evaluation in the diagnostic algorithm of pediatric posterior fossa ependymoma with H3K27ME3 retained expression

Arnault Tauziède-Espariat, Yassine Ajlil, Marie-Anne Debily, David Castel, Jacques Grill, Stéphanie Puget, Lauren Hasty, Fabrice Chrétien, Alice Métais, Volodia Dangouloff-Ros, Nathalie Boddaert, Pascale Varlet

Acta Neuropathologica Communications - 2023

Life Sciences

Clinico-Radio-Histo-Molecular and Neurocognitive Characteristics of Diffuse Gliomas in Adolescent and Young Adults: A Comprehensive Review

Background: Diffuse gliomas are the most frequent neoplasms in adolescent and young adults (AYAs), especially high-grade gliomas, which have the highest mortality rate. Recent histo-molecular advances are in favour of specialized therapeutic…

Alexandre Roux, Marc Zanello, Giorgia Antonia Simboli, Pascale Varlet, Arnault Tauziède-Espariat, Kévin Beccaria, Thomas Blauwblomme, Stéphanie Puget, Catherine Oppenheim, Volodia Dangouloff-Ros, Nathalie Boddaert, Frédéric Dhermain, Christelle Dufour, Jacques Grill, Fabrice Chretien, Johan Pallud

Oncology - 2023

Life Sciences

A new subtype of diffuse midline glioma, H3 K27 and BRAF/FGFR1 co-altered: a clinico-radiological and histomolecular characterisation

Abstract Diffuse midline gliomas (DMG) H3 K27-altered are incurable grade 4 gliomas and represent a major challenge in neuro-oncology. This tumour type is now classified in four subtypes by the 2021 edition of the WHO Classification of the Central…

Lucie Auffret, Yassine Ajlil, Arnault Tauziède-Espariat, Thomas Kergrohen, Chloé Puiseux, Laurent Riffaud, Pascale Blouin, Anne-Isabelle Bertozzi, Pierre Leblond, Klas Blomgren, Sébastien Froelich, Alberto Picca, Mehdi Touat, Marc Sanson, Kévin Beccaria, Thomas Blauwblomme, Volodia Dangouloff-Ros, Nathalie Boddaert, Pascale Varlet, Marie-Anne Debily, Jacques Grill, David Castel

Acta Neuropathologica - 2023

Machine Learning

High-Definition from Above : Advancing Satellite Imagery Super-Resolution via Self-Supervision

This thesis contributes to the field of Earth Observation (EO) by advancing super-resolution techniques in satellite imagery, tackling both multi-image and single-image challenges. A key focus is overcoming the prevalent issue in remote sensing: the…

Ngoc-Long Nguyen

Life Sciences

Tilt perception is different in the pitch and roll planes in human

Neurophysiological tests probing the vestibulo-ocular, colic and spinal pathways are the gold standard to evaluate the vestibular system in clinics. In contrast, vestibular perception is rarely tested despite its potential usefulness in professional…

Dimitri Keriven Serpollet, David Hartnagel, Yannick James, Stéphane Buffat, Nicolas Vayatis, Ioannis Bargiotas, Pierre‐paul Vidal

Physiological Reports - 2023