Carole Frindel

50 papers A 1B 2C 1Journal 22Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Do Segmentation Models Understand Vascular Structure? A Blob-Based Saliency Framework. iMIMIC@MICCAI Guillaume Garret, Antoine Vacavant, Carole Frindel
2025	J	`jnl`	Do Segmentation Models Understand Vascular Structure? A Blob-Based XAI Framework. CoRR Guillaume Garret, Antoine Vacavant, Carole Frindel
2025	—	`conf`	Fusion of Dwi Image and Clinical Variables for Stroke Outcome Prediction Using Tabular Transformer. ISBI Mingtian Liu, Nima Hatami, Laura Mechtouff, Tae-Hee Cho, Carole Lartizien, Carole Frindel
2025	—	`conf`	Lesion-Centered Vision Transformer for Stroke Outcome Prediction from Image and Clinical Data. MICCAI (15) Mingtian Liu, Nima Hatami, Laura Mechtouff, Tae-Hee Cho, Carole Lartizien, Carole Frindel
2024	J	`jnl`	A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge. CoRR Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang, Ziji Zhang, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Pooya Ashtari, Sabine Van Huffel, Hyun-su Jeong, Chiho Yoon, Chulhong Kim, Jiayu Huo, Sébastien Ourselin, Rachel Sparks, Albert Clèrigues, Arnau Oliver, Xavier Lladó, Liam F. Chalcroft, Ioannis Pappas, Jeroen Bertels, Ewout Heylen, Juliette Moreau, Nima Hatami, Carole Frindel, Abdul Qayyum, Moona Mazher, Domenec Puig, Shao-Chieh Lin, Chun-Jung Juan, Tianxi Hu, Lyndon Boone, Maged Goubran, Yi-Jui Liu, Susanne Wegener, Florian Kofler, Ivan Ezhov, Suprosanna Shit, Moritz Roman Hernandez Petzsche, Bjoern H. Menze, Jan S. Kirschke, Benedikt Wiestler
2024	—	`conf`	Deep Vessel Segmentation Based on a New Combination of Vesselness Filters. ISBI Guillaume Garret, Antoine Vacavant, Carole Frindel
2024	J	`jnl`	Deep vessel segmentation based on a new combination of vesselness filters. CoRR Guillaume Garret, Antoine Vacavant, Carole Frindel
2023	—	`conf`	A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction Using Multimodal MRI Data. ISBI Nima Hatami, Laura Mechtouff, David Rousseau, Tae-Hee Cho, Omer Faruk Eker, Yves Berthezene, Carole Frindel
2023	J	`jnl`	A Novel Autoencoders-LSTM Model for Stroke Outcome Prediction using Multimodal MRI Data. CoRR Nima Hatami, Laura Mechtouff, David Rousseau, Tae-Hee Cho, Omer Faruk Eker, Yves Berthezene, Carole Frindel
2023	—	`conf`	Difficulty Metrics Study for Curriculum-Based Deep Learning in the Context of Stroke Lesion Segmentation. ISBI Juliette Moreau, Laura Mechtouff, David Rousseau, Tae-Hee Cho, Omer Faruk Eker, Yves Berthezene, Carole Frindel
2023	J	`jnl`	Generalizable Features for Anonymizing Motion Signals Based on the Zeros of the Short-Time Fourier Transform. J. Signal Process. Syst. Pierre Rougé, Ali Moukadem, Alain Dieterlen, Antoine Boutet, Carole Frindel
2023	J	`jnl`	Modeling and hexahedral meshing of cerebral arterial networks from centerlines. Medical Image Anal. Méghane Decroocq, Carole Frindel, Pierre Rougé, Makoto Ohta, Guillaume Lavoué
2023	—	`conf`	Reproducibility of Tumor Segmentation Outcomes with a Deep Learning Model. ISBI Morgane Des Ligneris, Axel Bonnet, Yohan Chatelain, Tristan Glatard, Michaël Sdika, Gaël Vila, Valentine Wargnier-Dauchelle, Sorina Camarasu-Pop, Carole Frindel
2023	B	`conf`	Towards an evolution in the characterization of the risk of re-identification of medical images. IEEE Big Data Antoine Boutet, Carole Frindel, Mohamed Maouche
2022	—	`conf`	A Software to Visualize, Edit, Model and Mesh Vascular Networks. EMBC Méghane Decroocq, Guillaume Lavoué, Makoto Ohta, Carole Frindel
2022	—	`conf`	CNN-LSTM Based Multimodal MRI and Clinical Data Fusion for Predicting Functional Outcome in Stroke Patients. EMBC Nima Hatami, Tae-Hee Cho, Laura Mechtouff, Omer Faruk Eker, David Rousseau, Carole Frindel
2022	J	`jnl`	CNN-LSTM Based Multimodal MRI and Clinical Data Fusion for Predicting Functional Outcome in Stroke Patients. CoRR Nima Hatami, Tae-Hee Cho, Laura Mechtouff, Omer Faruk Eker, David Rousseau, Carole Frindel
2022	J	`jnl`	Modeling and hexahedral meshing of arterial networks from centerlines. CoRR Méghane Decroocq, Carole Frindel, Makoto Ohta, Guillaume Lavoué
2021	—	`conf`	Anonymizing Motion Sensor Data Through Time-Frequency Domain. MLSP Pierre Rougé, Ali Moukadem, Alain Dieterlen, Antoine Boutet, Carole Frindel
2021	A	`conf`	DySan: Dynamically Sanitizing Motion Sensor Data Against Sensitive Inferences through Adversarial Networks. AsiaCCS Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Rosin Claude Ngueveu
2021	J	`jnl`	MicroVIP: Microscopy image simulation on the Virtual Imaging Platform. SoftwareX Ali Ahmad, Guillaume Vanel, Sorina Camarasu-Pop, Axel Bonnet, Carole Frindel, David Rousseau
2021	—	`conf`	Privacy Assessment of Federated Learning Using Private Personalized Layers. MLSP Théo Jourdan, Antoine Boutet, Carole Frindel
2021	J	`jnl`	Privacy Assessment of Federated Learning using Private Personalized Layers. CoRR Théo Jourdan, Antoine Boutet, Carole Frindel
2021	J	`jnl`	Privacy-preserving IoT Framework for Activity Recognition in Personal Healthcare Monitoring. ACM Trans. Comput. Heal. Théo Jourdan, Antoine Boutet, Amine Bahi, Carole Frindel
2021	J	`jnl`	The Contribution of Machine Learning in the Validation of Commercial Wearable Sensors for Gait Monitoring in Patients: A Systematic Review. Sensors Théo Jourdan, Noëlie Debs, Carole Frindel
2021	—	`conf`	Viewpoint Selection for Fibrous Structures in a Pre-operative Context: Application to Cranial Nerves Surrounding Skull Base Tumors. IWSSIP Méghane Decroocq, Morgane Des Ligneris, Timothée Jacquesson, Carole Frindel
2020	J	`jnl`	DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks. CoRR Antoine Boutet, Carole Frindel, Sébastien Gambs, Théo Jourdan, Claude Rosin Ngueveu
2020	J	`jnl`	Detecting Differences of Fluorescent Markers Distribution in Single Cell Microscopy: Textural or Pointillist Feature Space? Frontiers Robotics AI Ali Ahmad, Carole Frindel, David Rousseau
2020	—	`conf`	Motion sensor data anonymization by time-frequency filtering. EUSIPCO Noëlie Debs, Théo Jourdan, Ali Moukadem, Antoine Boutet, Carole Frindel
2020	J	`jnl`	Simulated perfusion MRI data to boost training of convolutional neural networks for lesion fate prediction in acute stroke. Comput. Biol. Medicine Noëlie Debs, Pejman Rasti, Léon Victor, Tae-Hee Cho, Carole Frindel, David Rousseau
2020	—	`conf`	Sorting cells from fluorescent markers organization in confocal microscopy: 3D versus 2D images. IPTA Ali Ahmad, Carole Frindel, David Rousseau
2019	—	`book`	Approche computationnelle de l'imagerie médicale : application en neurosciences. Carole Frindel
2019	—	`conf`	Evaluation of the Realism of an MRI Simulator for Stroke Lesion Prediction Using Convolutional Neural Network. SASHIMI@MICCAI Noëlie Debs, Méghane Decroocq, Tae-Hee Cho, David Rousseau, Carole Frindel
2018	J	`jnl`	Image processing for precise three-dimensional registration and stitching of thick high-resolution laser-scanning microscopy image stacks. Comput. Biol. Medicine Chloé Murtin, Carole Frindel, David Rousseau, Kei Ito
2018	J	`jnl`	Local spatio-temporal encoding of raw perfusion MRI for the prediction of final lesion in stroke. Medical Image Anal. Mathilde Giacalone, Pejman Rasti, Noëlie Debs, Carole Frindel, Tae-Hee Cho, Emmanuel Grenier, David Rousseau
2018	C	`conf`	Toward privacy in IoT mobile devices for activity recognition. MobiQuitous Théo Jourdan, Antoine Boutet, Carole Frindel
2018	J	`jnl`	Transfer Learning from Synthetic Data Applied to Soil-Root Segmentation in X-Ray Tomography Images. J. Imaging Clément Douarre, Richard Schielein, Carole Frindel, Stefan Gerth, David Rousseau
2017	—	`conf`	A Secured Smartphone-Based Architecture for Prolonged Monitoring of Neurological Gait. HealthyIoT Pierre Gard, Lucie Lalanne, Alexandre Ambourg, David Rousseau, François Lesueur, Carole Frindel
2017	J	`jnl`	Global Diffusion Tractography by Simulated Annealing. IEEE Trans. Biomed. Eng. Marc C. Robini, Matthew Ozon, Carole Frindel, Feng Yang, Yue Min Zhu
2017	—	`conf`	How Accurate Are Smartphone Accelerometers to Identify Intermittent Claudication? HealthyIoT Carole Frindel, David Rousseau
2017	J	`jnl`	Multicomponent and Longitudinal Imaging Seen as a Communication Channel - An Application to Stroke. Entropy Mathilde Giacalone, Carole Frindel, Emmanuel Grenier, David Rousseau
2016	—	`conf`	An unsupervised spatio-temporal regularization for perfusion MRI deconvolution in acute stroke. EUSIPCO Mathilde Giacalone, Carole Frindel, David Rousseau
2016	—	`conf`	Interest of non-negativity constraint in perfusion DSC-MRI deconvolution for acute stroke. IWSSIP Mathilde Giacalone, Carole Frindel, Marc C. Robini, David Rousseau
2015	—	`conf`	A longitudinal model for variations detection in white matter fiber-bundles. IWSSIP Claudio Stamile, Gabriel Kocevar, François Cotton, Salem Hannoun, Françoise Durand-Dubief, Carole Frindel, David Rousseau, Dominique Sappey-Marinier
2014	J	`jnl`	A 3-D spatio-temporal deconvolution approach for MR perfusion in the brain. Medical Image Anal. Carole Frindel, Marc C. Robini, David Rousseau
2013	—	`conf`	Toward Temporal Fiber. CinC Matthew Ozon, Marc C. Robini, Pierre Croisille, Carole Frindel, Yue-Min Zhu
2009	—	`conf`	Cardiac Fibre Trace Clustering for the Interpretation of the Human Heart Architecture. FIMH Carole Frindel, Marc C. Robini, Joël Schaerer, Pierre Croisille, Yue-Min Zhu
2009	J	`jnl`	Comparison of regularization methods for human cardiac diffusion tensor MRI. Medical Image Anal. Carole Frindel, Marc C. Robini, Pierre Croisille, Yue-Min Zhu
2009	B	`conf`	Improved global cardiac tractography with simulated annealing. ICIP Carole Frindel, Marc C. Robini, Joël Schaerer, Pierre Croisille, Yue-Min Zhu
2008	—	`conf`	A global approach to cardiac tractography. ISBI Carole Frindel, Joël Schaerer, Pierre Gueth, Patrick Clarysse, Yue-Min Zhu, Marc C. Robini