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Fast and Scalable Optimal Transport for Brain Tractograms

Jean Feydy , Pierre Roussillon , Alain Trouvé , Pietro Gori
MICCAI 2019, Oct 2019, Shenzhen, China
Conference papers hal-02264177v1

QFib: Fast and Accurate Compression of White Matter Tractograms

Sylvain Rousseau , Corentin Mercier , Pietro Gori , Isabelle Bloch , Tamy Boubekeur et al.
Human Brain Mapping, 2019, Rome, Italy
Conference papers hal-02288567v1

Preliminary study of CEDBT and CESM performances using simulated analytical contrast uptakes

Ruben Sanchez de La Rosa , A.-K. Carton , P. Milioni de Carvalho , Z. Li , S. Muller et al.
IEEE 15th International Symposium on Biomedical Imaging (ISBI), 2018, Washington D.C., United States. pp.792-795
Conference papers hal-02287736v1
Image document

Evaluation of cortical segmentation pipelines on clinical neonatal MRI data

Carlos Tor-Díez , Chi-Hieu Pham , Hélène Meunier , Sylvain Faisan , Isabelle Bloch et al.
Engineering in Medicine and Biology Conference (EMBC), 2019, Berlin, Germany. pp.6553-6556, ⟨10.1109/EMBC.2019.8856795⟩
Conference papers hal-01896545v1
Image document

Coupled Parallel Snakes For Segmenting Healthy and Pathological Retinal Arteries in Adaptive Optics Images

N Lermé , F Rossant , Isabelle Bloch , M. Paques , E Koch et al.
International Conference on Image Analysis and Recognition, Oct 2014, Vilamoura, Portugal. ⟨10.1007/978-3-319-11755-3_35⟩
Conference papers hal-02559332v1

Applications of Multiscale Overcomplete Wavelet-based Representations in Intravascular Ultrasound (IVUS) Images

Amin Katouzian , Elsa D. Angelini , Bernhard Sturm , Elisa Konofagou , Stéphane Carlier et al.
Ultrasound Imaging (Advances and Applications), Springer, pp.313-336, 2012
Book sections hal-02286299v1
Image document

Parallel-beam ROI reconstruction with differentiated backprojection and angularly subsampled complementary sinograms

Aymeric Reshef , Tina Nikoukhah , Cyril Riddell , Yves Trousset , Saïd Ladjal et al.
The Fifth International Conference on Image Formation in X-Ray Computed Tomography , May 2018, Salt Lake City, United States
Conference papers hal-01807413v1

Imaging device with image acquisition rate optimization

J. M. Nicolas , Laurent Kopp , Frédéric Mosca , Claude Cohen Bacrie , Christophe Fraschini et al.
France, Patent n° : 20140024943. JM:PAT14. 2014
Patents hal-02412535v1

Semi-automatic teeth segmentation in cone-beam computed tomography by graph-cut with statistical shape prior

Timothée Evain , Xavier Ripoche , J. Atif , Isabelle Bloch
IEEE International Symposium on Biomedical Imaging, 2017, Melbourne, Australia. pp.1197-1200
Conference papers hal-02288484v1

Hyperparameter optimization of deep neural networks: combining Hperband with Bayesian model selection

Hadrien Bertrand , Roberto Ardon , Matthieu Perrot , Isabelle Bloch
CAp, 2017, Grenoble, France
Conference papers hal-02412262v1

Mathematical Morphology and Artificial Intelligence

Isabelle Bloch , Samy Blusseau , Ramon Pino Pérez
24th European Conference on Artificial Intelligence (ECAI), Aug 2020, Santiago de Compostela (Digital), Spain
Conference papers hal-03108117v1

Towards building 3D individual models from MRI segmentation and tractography to enhance surgical planning for pediatric pelvic tumors and malformations

Cécile Muller , Alessio Virzi , Jean-Baptiste Marret , Eva Mille , Laureline Berteloot et al.
Surgetica 2017, 2017, Strasbourg, France. pp.113-115
Conference papers hal-02287613v1

MR based PET motion correction for irregular respiratory motion

Y. Djebra , T. Marin , P. Han , Y. Chemli , Isabelle Bloch et al.
IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC), 2020, Boston, USA, United States
Conference papers hal-02916169v1

Motion Correction for brain PET using a Real Time Motion Capture System

Y. Chemli , M.-A. Tétrault , T. Marin , M. Toussaint , Isabelle Bloch et al.
IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC), 2020, Boston, USA, United States
Conference papers hal-02916170v1

Brushlet segmetnation for automatic detection of lumen borders in IVUS images: a comparison study

Amin Katouzian , Elsa D. Angelini , Bernhard Sturm , A. F. Laine
EEE International Symposium on Biomedical Imaging (ISBI), Apr 2012, Barcelona, Spain. pp.242-245
Conference papers hal-02288319v1
Image document

Vessel geometry modeling and segmentation using convolution surfaces and an implicit medial axis

Guillaume Pizaine , Elsa D. Angelini , Isabelle Bloch , Sherif Makram-Ebeid
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), Mar 2011, Chicago, Illinois, United States. pp.1421-1424, ⟨10.1109/ISBI.2011.5872666⟩
Conference papers hal-00614137v1
Image document

Implicit Medial Representation for Vessel Segmentation

Guillaume Pizaine , Elsa Angelini , Isabelle Bloch , Sherif Makram-Ebeid
SPIE Medical Imaging 2011: Image Processing, Feb 2011, Orlando, FL, United States. pp.79623Q, ⟨10.1117/12.878048⟩
Conference papers hal-00594709v1

Optimizing transformations for contrastive learning in a differentiable framework

Camille Ruppli , Pietro Gori , Roberto Ardon , Isabelle Bloch
Medical Image Learning with Limited & Noisy Data - MILLanD (Workshop MICCAI), Sep 2022, Singapore, Singapore
Conference papers hal-03761521v1

Automated neurosurgical stereotactic planning for intraoperative use: a comprehensive review of the literature and perspectives

Marc Zanello , Romain Carron , Sophie Peeters , Pietro Gori , Alexandre Roux et al.
Neurosurgical Review, 2021, 44, pp.867-888
Journal articles hal-02916156v1
Image document

UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning

Robin Louiset , Pietro Gori , Benoit Dufumier , Josselin Houenou , Antoine Grigis et al.
ECML/PKDD, Sep 2021, Bilbao, Spain
Conference papers hal-03277176v1

MRI Atlas of IDH Wild-Type Supratentorial Glioblastoma: Probabilistic Maps of Phenotype, Management, and Outcomes

Alexandre Roux , Pauline Roca , Myriam Edjlali , Kanako Sato , Marc Zanello et al.
Radiology, 2019, pp.190491. ⟨10.1148/radiol.2019190491⟩
Journal articles hal-02341024v1
Image document

Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels

Benoit Dufumier , Pietro Gori , Julie Victor , Antoine Grigis , Edouard Duchesnay et al.
Med-NeurIPS - Workshop NeurIPS, Dec 2021, Vancouver, Canada
Conference papers hal-03523114v1
Image document

White matter multi-resolution segmentation using fuzzy set theory

Alessandro Delmonte , Corentin Mercier , Johan Pallud , Isabelle Bloch , Pietro Gori et al.
ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy
Conference papers hal-01983010v2

Sequential model-based segmentation and recognition of image structures driven by visual features and spatial relations

Geoffroy Fouquier , Jamal Atif , Isabelle Bloch
Computer Vision and Image Understanding, 2012, 116 (1), pp.46--165. ⟨10.1016/j.cviu.2011.09.004⟩
Journal articles hal-00862556v1

DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal

Stanislas Chambon , Valentin Thorey , Pierrick J. Arnal , Emmanuel Jean Marie Mignot , Alexandre Gramfort et al.
Journal of Neuroscience Methods, 2019, 321, pp.64-78. ⟨10.1016/j.jneumeth.2019.03.017⟩
Journal articles hal-02121090v1

Reconstruction 3D en IRM du pelvis de l'enfant : segmentation des structures osseuses par intelligence artificielle

Q. Peyrot , C. Muller , A. Virzi , A. Delmonte , P. Meignan et al.
76e Congrès de Chirurgie Pédiatrique, 2019, Strasbourg, France
Conference papers hal-02353063v1
Image document

Parallel Double Snakes. Application to the segmentation of retinal layers in 2D-OCT for pathological subjects

Florence Rossant , Isabelle Bloch , Itebeddine Ghorbel , Michel Paques
Pattern Recognition, 2015, 48, pp.3857-3860. ⟨10.1016/j.patcog.2015.06.009⟩
Journal articles hal-02559220v1

Segmentation of pelvic vessels in pediatric MRI using a patch-based deep learning approach

Alessio Virzi , Pietro Gori , Cécile Muller , Eva Mille , Quoc Peyrot et al.
PIPPI MICCAI Workshop, 2018, Granada, Spain. pp.97-106
Conference papers hal-02287946v1
Image document

Segmentation-free and multiscale-free extraction of medial information using gradient vector flow - Application to vascular structures

Guillaume Pizaine , Raphaël Prevost , Elsa D. Angelini , Isabelle Bloch , Sherif Makram-Ebeid et al.
Biomedical Imaging: Nano to Macro, 2012. 9th IEEE International Symposium on (ISBI 2012), May 2012, Barcelone, Spain. pp.780--783, ⟨10.1109/ISBI.2012.6235533⟩
Conference papers hal-00722958v1


Pierre Schmitt , E. Mandonnet , Adrien Perdreau , Elsa D. Angelini
JOURNAL OF NEUROONCOLOGY, 2013, 112 (2), pp.165-172
Journal articles hal-02286457v1