Publications

Machine Learning

From theoretical to practical transfer learning: the ADAPT library

In traditional machine learning, the learner assumes that the training and testing datasets are drawn according to the same distribution. However, in most practical scenarios, the two datasets are drawn according to two different distributions, the…

Antoine de Mathelin, Francois Deheeger, Mathilde Mougeot, Nicolas Vayatis

Roozbeh Razavi-Far - 2022

Signal and Image processing

The SMOS-HR Mission: Science Case and Project Status

The need of a mission ensuring the continuation of L-band measurements from space with increased spatial resolution with respect to the current generation of sensors is discussed. The status of the SMOS-High Resolution (HR) mission project,…

Nemesio Rodríguez-Fernández, Eric Anterrieu, Jacqueline Boutin, Alexandre Supply, Gilles Reverdin, Gaël Alory, Elisabeth Rémy, Ghislain Picard, Thierry Pellarin, Philippe Richaume, Arnaud Mialon, Ali Khazaal, Ahmad Al Bitar, Raquel Rodriguez-Suquet, L. Yu, P. Gonzalez, Cecile Cheymol, Thierry Amiot, P. Maisongrande, Nicolas Jeannin, Thibaut Decoopman, Asma Kallel, Jean-Michel Morel, M. Colom, M. Dunitz, Clovis Thouvenin-Masson, Léa Olivier, Yann H. Kerr

2022 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2022) - 2022

Life Sciences

Impact of Sensory Afferences in Postural Control Quantified by Force Platform: A Protocol for Systematic Review

Older adults’ postural balance is a critical domain of research as balance deficit is an important risk factor for falls that can lead to severe injuries and death. Considering the effects of ageing on sensory systems, we propose that posturographic…

Joanna Aflalo, Flavien Quijoux, Charles Truong, François Bertin-Hugault, Damien Ricard

Journal of Personalized Medicine - 2022

Life Sciences

Autoimmune cerebellar hypermetabolism: Report of three cases and literature overview

J.-B. Brunet de Courssou, M.A. Castilla-Lievre, J. Maillot, M.-L. Brechemier, C. Ohlmann, M. Sallansonnet-Froment, C. Tafani, D. Psimaras, D. Ricard, F. Bompaire, I. Taifas

Revue Neurologique - 2022

Life Sciences

Anti-AK5 encephalitis: subacute anterograde amnesia is not the only clinical presentation

In the past few years, light, affordable wearable inertial measurement units have been providing to clinicians and researchers the possibility to quantitatively study motor degeneracy by comparing gait trials from patients and/or healthy subjects…

C. Guillaume, E. Saguin, E. Peroux, A. Balcerac, Damien Ricard

Acta Neurologica Belgica - 2022

Life Sciences

Evaluation methods to assess the efficacy of equinovarus foot surgery on the gait of post-stroke hemiplegic patients: A literature review

Introduction The aim of this study was to realize a systematic review of the different ways, both clinical and instrumental, used to evaluate the effects of the surgical correction of an equinovarus foot (EVF) deformity in post-stroke patients…

Nicolas de l'Escalopier, Cyril Voisard, Mona Michaud, Albane Moreau, Sylvain Jung, Brian Tervil, Nicolas Vayatis, Laurent Oudre, Damien Ricard

Frontiers in Neurology - 2022

Life Sciences

Pseudo-tumour lesion of the brainstem: A case and discussion

High-grade glioma (HGG) is associated with several external and internal stressors that may induce mood alterations at all stages of the disease. Symptoms of depression and anxiety in persons with glioma have multifactorial etiology and require…

J. Maillot, J.-B. Brunet de Courssou, M.-L. Brechemier, C. Tafani, M. Sallansonnet-Froment, I. Taifas, J.-M. Cournac, E. Drouard, F. Bompaire, A. Faivre, Damien Ricard

Revue Neurologique - 2022

Life Sciences

Peripheral neuropathies after BRAF and/or MEK inhibitor treatment: A pharmacovigilance study

Reports suggested the potential occurrence of peripheral neuropathies (PN) in patients treated with BRAF (BRAFi) and/or MEK inhibitors (MEKi) for BRAF‐activated tumours. We aimed to better characterize these PN. We queried the French…

Alberto Picca, Cristina Birzu, Giulia Berzero, Paola Sanchez-Pena, Louise Gaboriau, Faustine Vidil, Timothée Lenglet, Camille Tafani, Damien Ricard, Dimitri Psimaras, Kévin Bihan

British Journal of Clinical Pharmacology - 2022

Computer Vision and Pattern Recognition

Analysis and Experimentation on the ManTraNet Image Forgery Detector

This work describes the ManTraNet network for image forgery detection. ManTraNet is an end-to-end convolutional neural network composed of two sub-networks, one to extract features linked to traces of manipulation, and another to detect local…

Quentin Bammey

Image Processing On Line - 2022

Signal and Image processing

Experiments on Deep Single-Image Portrait Relighting

This work describes deep single-image portrait relighting, a method to change the lighting of an image. The method is based on an hourglass convolutional neural network, which encodes the image and its estimated original lighting features, then…

Quentin Bammey

Image Processing On Line - 2022