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Comparative analysis of three advanced deep learning algorithms for Multiple Sclerosis lesion segmentation in FLAIR MRI
Yi Zhu
,
Thomas Grenier
,
C. Revol-Muller
IEEE ICSP’24 & 5th Sino-French Workshop 2024 “Medical Image Analysis and AI (MAI)”, IEEE Beijing Section, Beijing Jiaotong University, and Soochow University, Oct 2024, Suzhou, China, France
Communication dans un congrès
hal-04767216
v1
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Pipeline for automatic segmentation of multiparametric MRI data in a rat model of ischemic stroke
Duoyao Liang
,
Marlène Wiart
,
Fabien Chauveau
,
Thomas Grenier
Communication dans un congrès
hal-04803726
v1
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An unexpected confounder: how brain shape can be used to classify MRI scans ?
Valentine Wargnier-Dauchelle
,
Thomas Grenier
,
Michaël Sdika
Medical Imaging with Deep Learning, Jul 2024, Paris, France
Communication dans un congrès
hal-04561863
v1
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Constrained non-negative networks for a more explainable and interpretable classification
Valentine Wargnier-Dauchelle
,
Thomas Grenier
,
Françoise Durand-Dubief
,
François Cotton
,
Michaël Sdika
Medical Imaging with Deep Learning, Jul 2024, Paris, France
Communication dans un congrès
hal-04561860
v1
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Deep learning for bone segmentation: towards automating failure load simulations
Emile Saillard
,
Marc Gardegaront
,
François Bermond
,
David Mitton
,
Jean-Baptiste Pialat
et al.
48e Congrès de la Société de Biomécanique, Oct 2023, Grenoble, France. pp.S27-S29
Communication dans un congrès
hal-04288748
v1
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Long-term follow-up of a LPC animal model using Optimal control MRI contrast targeting short T2 components
Claire Lemoine
,
Thomas Grenier
,
Eric van Reeth
,
Hoai-Thu Nguyen
,
Benoît Vernier
et al.
ESMRMB 2023, Oct 2023, Basel, Switzerland
Communication dans un congrès
hal-04446089
v1
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Application of Neural Networks to the Segmentation of Nanocrystals and Liquid Nanodrops during in situ Condensation of Water in the Environmental Transmission electron microscope.
Thierry Epicier
,
Sokhna Diata Beye
,
Nicolas Smigiel
,
Vincent Onfray
,
C. Revol-Muller
et al.
IMC20 The 20th International Microscopy Congress, Sep 2023, Busan (Corée), South Korea
Communication dans un congrès
hal-04839550
v1
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Impact of MR sequences choice on deep learning segmentation of muscles
Maylis Jouvencel
,
Hoai-Thu Nguyen
,
Magalie Viallon
,
P Croisille
,
Thomas Grenier
Communication dans un congrès
hal-03919414
v1
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Evaluation de l'apport d'irm de contraste générée par contrôle optimal pour l'étude du processus de demyelinisation/remyelinisation chez le rat a 11.7t
Claire Lemoine
,
Thomas Grenier
,
Eric van Reeth van Reeth
,
Hoai-Thu Nguyen
,
Benoît Vernier
et al.
RITS 2022, May 2022, Brest, France
Communication dans un congrès
hal-04444875
v1
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Intelligent tracking of catalytic nanoparticles trajectories during in situ ETEM experiments
F. Khuram
,
T. Grenier
,
C. Ducottet
,
Thierry Epicier
2022 MRS Spring Meeting, May 2022, Honolulu, United States
Communication dans un congrès
hal-03662979
v1
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Un Classifieur plus Interprétable pour la SEP
Valentine Wargnier-Dauchelle
,
Thomas Grenier
,
Françoise Durand-Dubief
,
François Cotton
,
Michaël Sdika
Congrès Société Française de Résonance Magnétique en Biologie et Médecine (SFRMBM), Sep 2021, Lyon, France
Communication dans un congrès
hal-03212961
v1
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A machine Learning pipeline to track dynamics of a population of nanoparticles during in situ Environmental Transmission Electron Microscopy in gases
Khuram Faraz
,
Thomas Grenier
,
Christophe Ducottet
,
Thierry Epicier
Communication dans un congrès
hal-03271239
v1
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UNet based automatic femur segmentation with few annotated data for bone fracture prediction: from pre-processing to segmentation assessments
Emile Saillard
,
Cyrille Confavreux
,
Marc Gardegaront
,
David Jicquel
,
Stéphane Cadot
et al.
Medical Image Analysis and Artificial Intelligence, 2nd Sino French Workshop, Oct 2021, Online, France. 2p
Communication dans un congrès
hal-03406187
v1
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A More Interpretable Classifier for Multiple Sclerosis
Valentine Wargnier-Dauchelle
,
Thomas Grenier
,
Françoise Durand-Dubief
,
François Cotton
,
Michaël Sdika
Communication dans un congrès
hal-03212945
v1
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A Duplex Pipeline for the Generation of Realistic Echocardiographic Sequences with Doppler Imaging
Yunyun Sun
,
Khuram Faraz
,
Thomas Grenier
,
Patrick Clarysse
,
Damien Garcia
et al.
Communication dans un congrès
hal-03149351
v1
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A Duplex Pipeline for the Generation of Realistic Echocardiographic Sequences with Doppler Imaging
Yunyun Sun
,
Khuram Faraz
,
Thomas Grenier
,
Patrick Clarysse
,
Damien Garcia
et al.
Communication dans un congrès
hal-03538705
v1
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Deep Learning Segmentation in 2D echocardiography using the CAMUS dataset : Automatic Assessment of the Anatomical Shape Validity
Sarah Leclerc
,
Erik Smistad
,
Andreas Ostvik
,
Frederic Cervenansky
,
Florian Espinosa
et al.
International conference on Medical Imaging with Deep Learning (MIDL 2019), Jul 2019, London, United Kingdom
Communication dans un congrès
hal-02395245
v1
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Very Fast Acquisition of Tilt series in Environmental TEM Tomography: Tips and Tricks
Thierry Epicier
,
Thomas Grenier
,
Hussein Banjak
,
Voichita Maxim
,
Siddardha Koneti
et al.
XVIème colloque de la Société Française des Microscopies, Société Française des Microscopies (SFµ), Jul 2019, Poitiers, France
Communication dans un congrès
hal-02378507
v1
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Exploiting GPUs on distributed infrastructures for medical imaging applications with VIP and DIRAC
Sorina Camarasu-Pop
,
Carole Lartizien
,
Thomas Grenier
,
Axel Bonnet
,
Pascal Wassong
et al.
42nd international convention on information and communication technology, electronics and microelectronics, May 2019, Opatija, Croatia. pp.190-195, ⟨10.23919/mipro.2019.8757075⟩
Communication dans un congrès
hal-02327867
v1
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RU-Net: A refining segmentation network for 2D echocardiography
Sarah Leclerc
,
Erik Smistad
,
Thomas Grenier
,
Carole Lartizien
,
Andreas Ostvik
et al.
Communication dans un congrès
hal-02570017
v1
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Deep Learning Applied to Multi-Structure Segmentation in 2D Echocardiography: A Preliminary Investigation of the Required Database Size
Sarah Leclerc
,
Erik Smistad
,
Thomas Grenier
,
Carole Lartizien
,
Andreas Ostvik
et al.
Communication dans un congrès
hal-02093095
v1
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Evaluation of local changes in femoral bone marrow during a mountain ultra-marathon with quantitative MRI
Hoai-Thu Nguyen
,
Thomas Grenier
,
Benjamin Leporq
,
Loïc Bey
,
Magalie Viallon
et al.
ISMRM, May 2019, Montréal, Canada
Communication dans un congrès
hal-03006651
v1
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Quantification of multispectral photoacoustic images: unsupervised unmixing methods comparison
Aneline Dolet
,
Rita Ammanouil
,
Thomas Grenier
,
Cédric Richard
,
Piero Tortoli
et al.
Communication dans un congrès
hal-01957861
v1
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Robust multi-atlas MRI segmentation with corrective learning for quantification of local quadriceps muscles inflammation changes during a longitudinal study in athletes
Hoai-Thu Nguyen
,
P. Croisille
,
Magalie Viallon
,
Charles de Bourguignon
,
Rémi Grange
et al.
ISMRM, Jun 2018, Paris, France
Communication dans un congrès
hal-03006643
v1
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A fully Automatic and Multi-Structural Segmentation of the Left Ventricle and the Myocardium on Highly Heterogeneous 2D Echocardiographic Data
Sarah Leclerc
,
Thomas Grenier
,
Florian Espinoza
,
Olivier Bernard
Communication dans un congrès
hal-01609235
v1
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Analyse dynamique hebdomadaire du développement péri-veinulaire des lésions actives de SEP par imagerie de susceptibilité magnétique
Roxana Ameli
,
Simon Mure
,
Charles R G Guttmann
,
Thomas Grenier
,
Hugues Benoit-Cattin
et al.
Communication dans un congrès
hal-01432957
v1
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Classification of multiple sclerosis lesion evolution patterns a study based on unsupervised clustering of asynchronous time-series
Simon Mure
,
Thomas Grenier
,
Charles R G Guttmann
,
François Cotton
,
Hugues Benoit-Cattin
Communication dans un congrès
hal-01432982
v1
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Unsupervised spatiotemporal video clustering a versatile mean-shift formulation robust to total object occlusions
Simon Mure
,
Thomas Grenier
,
Hugues Benoit-Cattin
The 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.1536-1540, ⟨10.1109/ICASSP.2016.7471934⟩
Communication dans un congrès
hal-01433000
v1
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New insight in perivenular lesion formation in multiple sclerosis on weekly susceptibility weighted images
S. Mure
,
C. R. G. Guttmann
,
T. Grenier
,
H. Benoit-Cattin
,
F. Cotton
24th annual meeting and exhibition ISMRM 2016, May 2016, Singapour, Singapore. pp.Abstract #1290
Communication dans un congrès
hal-01452997
v1
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Unsupervised time-series clustering of distorted and asynchronous temporal patterns
Simon Mure
,
Thomas Grenier
,
Charles R G Guttmann
,
Hugues Benoit-Cattin
The 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.1263-1267, ⟨10.1109/ICASSP.2016.7471879⟩
Communication dans un congrès
hal-01432897
v1
|
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Environmental Transmission Electron Tomography: fast 3D analysis of nano-materials
Siddardha Koneti
,
Lucian Roiban
,
Voichita Maxim
,
Thomas Grenier
,
Priscilla Avenier
et al.
Communication dans un congrès
hal-01871240
v1
|
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Spatial and spectral regularization for multispectral photoacoustic image clustering
Aneline Dolet
,
François Varray
,
Simon Mure
,
Thomas Grenier
,
Yubin Liu
et al.
Communication dans un congrès
hal-01437840
v1
|
|
LOCALLY CONTROLLED REGULARIZED SPATIOTEMPORAL ANISOTROPIC DIFFUSION
P. Portejoie
,
S. Mure
,
H. Benoit-Cattin
,
T. Grenier
IEEE International Conference on Image Processing, Sep 2015, Québec, Canada
Communication dans un congrès
hal-01206168
v1
|
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Feature space region growing
C. Revol-Muller
,
T. Grenier
,
T. Li
,
H. Benoit-Cattin
Communication dans un congrès
hal-00830362
v1
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