Fabien Baldacci

30 papers B 3C 1Journal 7Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	3D Semantic Segmentation of Airway Abnormalities on UTE-MRI with Reinforcement Learning on Deep Supervision. ISBI Amel Imene Hadj Bouzid, Fabien Baldacci, Baudouin Denis de Senneville, Wadie Ben Hassen, Ilyes Benlala, Patrick Berger, Gaël Dournes
2025	B	`conf`	Automatic Detection of Pleural Plaques Presence in Asbestos-Exposed Individuals. CBMS Yannis Petitpas, Ilyes Benlala, Fabien Baldacci, Gaël Dournes, Jean Claude Pairon, Baudouin Denis de Senneville
2025	—	`conf`	Bridging LLMs and Symbolic Reasoning in Educational QA Systems: Insights from the XAI Challenge at IJCNN 2025. ITADATA Long S. T. Nguyen, Khang H. N. Vo, Thu H. A. Nguyen, Tuan C. Bui, Duc Q. Nguyen, Thanh-Tung Tran, Anh D. Nguyen, Minh L. Nguyen, Fabien Baldacci, Thang H. Bui, Emanuel Di Nardo, Angelo Ciaramella, Son H. Le, Ihsan Ullah, Lorenzo Di Rocco, Tho T. Quan
2025	J	`jnl`	Bridging LLMs and Symbolic Reasoning in Educational QA Systems: Insights from the XAI Challenge at IJCNN 2025. CoRR Long S. T. Nguyen, Khang H. N. Vo, Thu H. A. Nguyen, Tuan C. Bui, Duc Q. Nguyen, Thanh-Tung Tran, Anh D. Nguyen, Minh L. Nguyen, Fabien Baldacci, Thang H. Bui, Emanuel Di Nardo, Angelo Ciaramella, Son H. Le, Ihsan Ullah, Lorenzo Di Rocco, Tho T. Quan
2025	J	`jnl`	Deep Learning-Based Cross-Anatomy CT Synthesis Using Adapted nnResU-Net with Anatomical Feature Prioritized Loss. CoRR Javier Sequeiro González, Arthur Longuefosse, Miguel Díaz Benito, Álvaro García-Martín, Fabien Baldacci
2025	J	`jnl`	Object segmentation in the wild with foundation models: application to vision assisted neuro-prostheses for upper limbs. CoRR Bolutife Atoki, Jenny Benois-Pineau, Renaud Péteri, Fabien Baldacci, Aymar de Rugy
2025	B	`conf`	SinoDAM: A Volumetric Sinogram-Based Methodology for Realistic Dataset Augmentation in Additive Manufacturing. ACIVS Nina Lassalle-Astis, Pascal Desbarats, Fabien Baldacci, Romain Brault
2025	—	`conf`	Towards Cost-Effective Voice Cloning System for Vietnamese TTS: A Case Study at HCMUT. MIWAI (3) Vinh Q. Vo, Bao G. Quach, Quyen T. Bui, Khai Q. Truong, Long S. T. Nguyen, Fabien Baldacci, Tho T. Quan
2024	—	`conf`	Adapted nnU-Net: A Robust Baseline for Cross-Modality Synthesis and Medical Image Inpainting. SASHIMI@MICCAI Arthur Longuefosse, Edern Le Bot, Baudouin Denis de Senneville, Rémi Giraud, Boris Mansencal, Pierrick Coupé, Pascal Desbarats, Fabien Baldacci
2024	J	`jnl`	Anatomical feature-prioritized loss for enhanced MR to CT translation. CoRR Arthur Longuefosse, Baudouin Denis de Senneville, Gael Dournes, Ilyes Benlala, Pascal Desbarats, Fabien Baldacci
2024	—	`conf`	CT Evaluation of 2D and 3D Holistic Deep Learning Methods for the Volumetric Segmentation of Airway Lesions. ISBI Amel Imene Hadj Bouzid, Baudouin Denis de Senneville, Fabien Baldacci, Pascal Desbarats, Patrick Berger, Ilyes Benlala, Gaël Dournes
2024	J	`jnl`	CT evaluation of 2D and 3D holistic deep learning methods for the volumetric segmentation of airway lesions. CoRR Amel Imene Hadj Bouzid, Baudouin Denis de Senneville, Fabien Baldacci, Pascal Desbarats, Patrick Berger, Ilyes Benlala, Gaël Dournes
2024	—	`conf`	Incorporating 3D Information in 2.5D Networks: Strategies for MR to CT Synthesis. ISBI Arthur Longuefosse, Baudouin Denis de Senneville, Gaël Dournes, Ilyes Benlala, Pascal Desbarats, Fabien Baldacci
2024	—	`conf`	Object Segmentation in the Wild with Foundation Models: Application to Vision Assisted Neuro-Prostheses for Upper Limbs. EUVIP Bolutife Atoki, Jenny Benois-Pineau, Fabien Baldacci, Aymar de Rugy
2024	—	`conf`	On the Use of Perceptual Loss for Fine Structure Generation : Illustration on Lung MR to CT Synthesis. ISBI Arthur Longuefosse, Baudouin Denis de Senneville, Gaël Dournes, Ilyes Benlala, Pascal Desbarats, Fabien Baldacci
2024	—	`conf`	Sinogram-based data augmentation by extracting feature points in the Radon space. IPTA Nina Lassalle-Astis, Pascal Desbarats, Fabien Baldacci, Romain Brault
2023	—	`conf`	Lung CT Synthesis Using GANs with Conditional Normalization on Registered Ultrashort Echo-Time MRI. ISBI Arthur Longuefosse, Gaël Dournes, Ilyes Benlala, Baudouin Denis de Senneville, François Laurent, Pascal Desbarats, Fabien Baldacci
2023	—	`conf`	MR to CT Synthesis Using GANs: A Practical Guide Applied to Thoracic Imaging. VISIGRAPP (3: IVAPP) Arthur Longuefosse, Baudouin Denis de Senneville, Gaël Dournes, Ilyes Benlala, François Laurent, Pascal Desbarats, Fabien Baldacci
2022	—	`conf`	Methodology to Adapt Neural Network on Constrained Device at Topology level. SiPS Logan Saint-Germain, Bertrand Le Gal, Fabien Baldacci, Jérémie Crenne, Christophe Jégo, Sebastien Loty
2018	C	`conf`	3D human airway segmentation from high hesolution MR imaging. ICMV Fabien Baldacci, François Laurent, Patrick Berger, Gaël Dournes
2017	—	`conf`	Combining Different Reconstruction Kernel Responses as Preprocessing Step for Airway Tree Extraction in CT Scan. VISIGRAPP (4: VISAPP) Samah Bouzidi, Fabien Baldacci, Chokri Ben Amar, Pascal Desbarats
2017	J	`jnl`	New methods for the geometrical analysis of tubular organs. Medical Image Anal. Florent Grélard, Fabien Baldacci, Anne Vialard, Jean-Philippe Domenger
2016	—	`conf`	Centerlines of Tubular Volumes Based on Orthogonal Plane Estimation. DGCI Florent Grélard, Fabien Baldacci, Anne Vialard, Jean-Philippe Domenger
2016	—	`conf`	Improving curve skeletons of tubular volumes. IPTA Florent Grélard, Fabien Baldacci, Anne Vialard, Jean-Philippe Domenger
2016	J	`jnl`	Oriented boundary graph: An efficient structuring model for segmentation of 3D images. Comput. Vis. Image Underst. Fabien Baldacci, Achille J.-P. Braquelaire
2015	—	`conf`	Precise Cross-Section Estimation on Tubular Organs. CAIP (2) Florent Grélard, Fabien Baldacci, Anne Vialard, Jacques-Olivier Lachaud
2012	—	`conf`	An Unbiased and Intervoxel Watershed Algorithm for 3D Image Segmentation. ICIAR (1) Fabien Baldacci
2010	B	`conf`	Oriented Boundary Graph: A Framework to Design and Implement 3D Segmentation Algorithms. ICPR Fabien Baldacci, Achille J.-P. Braquelaire, Jean-Philippe Domenger
2009	—	`conf`	3D Topological Map Extraction from Oriented Boundary Graph. GbRPR Fabien Baldacci, Achille J.-P. Braquelaire, Guillaume Damiand
2008	—	`conf`	3D Image Topological Structuring with an Oriented Boundary Graph for Split and Merge Segmentation. DGCI Fabien Baldacci, Achille J.-P. Braquelaire, Pascal Desbarats, Jean-Philippe Domenger