Search Results - "Mansencal, Boris"

AssemblyNet: A large ensemble of CNNs for 3D whole brain MRI segmentation by Coupé, Pierrick, Mansencal, Boris, Clément, Michaël, Giraud, Rémi, Denis de Senneville, Baudouin, Ta, Vinh-Thong, Lepetit, Vincent, Manjon, José V.

“…Abstract Whole brain segmentation of fine-grained structures using deep learning (DL) is a very challenging task since the number of anatomical labels is very…”
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Data-driven normative values based on generative manifold learning for quantitative MRI by Attyé, Arnaud, Renard, Félix, Anglade, Vanina, Krainik, Alexandre, Kahane, Philippe, Mansencal, Boris, Coupé, Pierrick, Calamante, Fernando

“…In medicine, abnormalities in quantitative metrics such as the volume reduction of one brain region of an individual versus a control group are often provided…”
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Structural progression of Alzheimer’s disease over decades: the MRI staging scheme by Planche, Vincent, Manjon, José V., Mansencal, Boris, Lanuza, Enrique, Tourdias, Thomas, Catheline, Gwenaëlle, Coupé, Pierrick

“…Abstract The chronological progression of brain atrophy over decades, from pre-symptomatic to dementia stages, has never been formally depicted in Alzheimer’s…”
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DocCreator: A New Software for Creating Synthetic Ground-Truthed Document Images by Journet, Nicholas, Visani, Muriel, Mansencal, Boris, Van-Cuong, Kieu, Billy, Antoine

“…Most digital libraries that provide user-friendly interfaces, enabling quick and intuitive access to their resources, are based on Document Image Analysis and…”
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Multiple Moving Object Detection for Fast Video Content Description in Compressed Domain by MANERBA, Francesca, BENOIS-PINEAU, Jenny, LEONARDI, Riccardo, MANSENCAL, Boris

“…Indexing deals with the automatic extraction of information with the objective of automatically describing and organizing the content. Thinking of a video…”
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Deep grading for MRI-based differential diagnosis of Alzheimer’s disease and Frontotemporal dementia by Nguyen, Huy-Dung, Clément, Michaël, Planche, Vincent, Mansencal, Boris, Coupé, Pierrick

“…Alzheimer’s disease and Frontotemporal dementia are common forms of neurodegenerative dementia. Behavioral alterations and cognitive impairments are found in…”
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Brain structure ages—A new biomarker for multi‐disease classification by Nguyen, Huy‐Dung, Clément, Michaël, Mansencal, Boris, Coupé, Pierrick

“…Age is an important variable to describe the expected brain's anatomy status across the normal aging trajectory. The deviation from that normative aging…”
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HAVAs : Alzheimer disease detection using normative and pathological lifespan models by Coupé, Pierrick, Manjón, José V., Mansencal, Boris, Tourdias, Thomas, Catheline, Gwénaëlle, Planche, Vincent

“…In this paper, we present an innovative MRI-based method for Alzheimer's Disease (AD) detection and mild cognitive impairment (MCI) prognostic, using lifespan…”
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DeepLesionBrain: Towards a broader deep-learning generalization for multiple sclerosis lesion segmentation by Kamraoui, Reda Abdellah, Ta, Vinh-Thong, Tourdias, Thomas, Mansencal, Boris, Manjon, José V, Coup, Pierrick

“…•We use an ensemble of multiple compact 3D CNNs with large overlapping receptive fields, in order to produce consensus segmentation robust to domain shift.•We…”
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Towards better interpretable and generalizable AD detection using collective artificial intelligence by Nguyen, Huy-Dung, Clément, Michaël, Mansencal, Boris, Coupé, Pierrick

“…Alzheimer’s Disease is the most common cause of dementia. Accurate diagnosis and prognosis of this disease are essential to design an appropriate treatment…”
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Anatomical MRI staging of frontotemporal dementia variants by Planche, Vincent, Mansencal, Boris, Manjon, José V., Tourdias, Thomas, Catheline, Gwenaëlle, Coupé, Pierrick

“…INTRODUCTION The three clinical variants of frontotemporal dementia (behavioral variant [bvFTD], semantic dementia, and progressive non‐fluent aphasia [PNFA])…”
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A hybrid transformer with domain adaptation using interpretability techniques for the application to the detection of risk situations by Mallick, Rupayan, Benois-Pineau, Jenny, Zemmari, Akka, Guerda, Kamel, Mansencal, Boris, Amieva, Helene, Middleton, Laura

“…Multimedia approaches are strongly required in multi-modal data processing for the detection and recognition of specific events in the data. Hybrid…”
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Hippocampal‐amygdalo‐ventricular atrophy score: Alzheimer disease detection using normative and pathological lifespan models by Coupé, Pierrick, Manjón, José V., Mansencal, Boris, Tourdias, Thomas, Catheline, Gwenaëlle, Planche, Vincent

“…In this article, we present an innovative MRI‐based method for Alzheimer disease (AD) detection and mild cognitive impairment (MCI) prognostic, using lifespan…”
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A physical learning companion for Mental-Imagery BCI User Training by Pillette, Léa, Jeunet, Camille, Mansencal, Boris, N’Kambou, Roger, N’Kaoua, Bernard, Lotte, Fabien

“…•Learning companions could improve Brain-Computer Interface (BCI) user experience.•Non-autonomous users can benefit from learning companions (increased…”
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Lifespan neurodegeneration of the human brain in multiple sclerosis by Coupé, Pierrick, Planche, Vincent, Mansencal, Boris, Kamroui, Reda A, Koubiyr, Ismail, Manjòn, José V, Tourdias, Thomas

“…Atrophy related to multiple sclerosis (MS) has been found at the early stages of the disease. However, the archetype dynamic trajectories of the…”
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Longitudinal detection of new MS lesions using deep learning by Kamraoui, Reda Abdellah, Mansencal, Boris, Manjon, José V, Coupé, Pierrick

“…The detection of new multiple sclerosis (MS) lesions is an important marker of the evolution of the disease. The applicability of learning-based methods could…”
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Staging of progressive supranuclear palsy-Richardson syndrome using MRI brain charts for the human lifespan by Planche, Vincent, Mansencal, Boris, Manjon, Jose V, Meissner, Wassilios G, Tourdias, Thomas, Coupé, Pierrick

“…Abstract Brain charts for the human lifespan have been recently proposed to build dynamic models of brain anatomy in normal aging and various neurological…”
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HAVAs: Alzheimer’s Disease Detection using Normative and Pathological Lifespan Models by Coupé, Pierrick, Manjón, José, Mansencal, Boris, Tourdias, Thomas, Catheline, Gwénaëlle, Planche, Vincent

“…Abstract In this paper, we present an innovative MRI-based method for Alzheimer’s Disease (AD) detection and mild cognitive impairment (MCI) prognostic, using…”
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Vulnerability of Thalamic Nuclei at CSF Interface During the Entire Course of Multiple Sclerosis by Koubiyr, Ismail, Yamamoto, Takayuki, Blyau, Simon, Kamroui, Reda A, Mansencal, Boris, Planche, Vincent, Petit, Laurent, Saranathan, Manojkumar, Casey, Romain, Ruet, Aurélie, Brochet, Bruno, Manjón, José V, Dousset, Vincent, Coupé, Pierrick, Tourdias, Thomas

“…Thalamic atrophy can be used as a proxy for neurodegeneration in multiple sclerosis (MS). Some data point toward thalamic nuclei that could be affected more…”
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3D Transformer based on deformable patch location for differential diagnosis between Alzheimer's disease and Frontotemporal dementia by Nguyen, Huy-Dung, Clément, Michaël, Mansencal, Boris, Coupé, Pierrick

“…Alzheimer's disease and Frontotemporal dementia are common types of neurodegenerative disorders that present overlapping clinical symptoms, making their…”
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