DiffSegLung: Diffusion Radiomic Distillation for Unsupervised Lung Pathology Segmentation.

Pierre-Yves Brillet https://orcid.org/0000-0002-2411-5545

Rezkellah Noureddine Khiati Pierre-Yves Brillet Catalin I. Fetita DiffSegLung: Diffusion Radiomic Distillation for Unsupervised Lung Pathology Segmentation. 2026 May abs/2605.11758 CoRR https://doi.org/10.48550/arXiv.2605.11758 db/journals/corr/corr2605.html#abs-2605-11758 streams/journals/corr

Rezkellah Noureddine Khiati Pierre-Yves Brillet Radu Ispas Catalin I. Fetita Diff-Lung: Diffusion-Based Texture Synthesis for Enhanced Pathological Tissue Segmentation in Lung CT Scans. 1-5 2025 ISBI https://doi.org/10.1109/ISBI60581.2025.10980827 conf/isbi/2025 db/conf/isbi/isbi2025.html#KhiatiBIF25

Rezkellah Noureddine Khiati Pierre-Yves Brillet Radu Ispas Catalin I. Fetita Diff-Lung: Diffusion-Based Texture Synthesis for Enhanced Pathological Tissue Segmentation in Lung CT Scans. 2025 January abs/2501.02867 CoRR https://doi.org/10.48550/arXiv.2501.02867 db/journals/corr/corr2501.html#abs-2501-02867 streams/journals/corr

Rezkellah Noureddine Khiati Pierre-Yves Brillet Aurélien Justet Radu Ispas Catalin I. Fetita Shape-aware synthesis of pathological lung CT scans using CycleGAN for enhanced semi-supervised lung segmentation. 2024 abs/2405.08556 CoRR https://doi.org/10.48550/arXiv.2405.08556 db/journals/corr/corr2405.html#abs-2405-08556

Catalin I. Fetita Antoine Didier Jean Richeux Christian Tulvan Jean-François Bernaudin Pierre-Yves Brillet Aurélien Justet Linking CT and SPECT based analysis for quantitative follow-up of vascular perfusion defects in COVID-19. 2023 Computer-Aided Diagnosis https://doi.org/10.1117/12.2651945 conf/micad/2023 db/conf/micad/micad2023.html#FetitaDRTBBJ23 Catalin I. Fetita Mathilde Maury Aurélien Justet Juliette Dindart Jean Richeux Lucile Sese Nicolas Aide Thomas Gille Hilario Nunes Jean-François Bernaudin Pierre-Yves Brillet Multiparameter analysis of vascular remodeling in post-acute sequelae of COVID-19. 2022 Computer-Aided Diagnosis https://doi.org/10.1117/12.2611461 conf/micad/2022 db/conf/micad/micad2022.html#FetitaMJDRSAGNB22 Catalin I. Fetita Simon Rennotte Marjorie Latrasse Ruxandra Tapu Mathilde Maury Bogdan Mocanu Hilario Nunes Pierre-Yves Brillet Transferring CT image biomarkers from fibrosing idiopathic interstitial pneumonia to COVID-19 analysis. 2021 Computer-Aided Diagnosis https://doi.org/10.1117/12.2580658 conf/micad/2021 db/conf/micad/micad2021.html#FetitaRLTMMNB21 Marjorie Latrasse Simon Rennotte Pierre-Yves Brillet Sylvain Marchand-Adam Catalin I. Fetita Traction bronchiectasis identification and quantitative biomarkers for follow-up in nonspecific interstitial pneumonia. 2021 Computer-Aided Diagnosis https://doi.org/10.1117/12.2580657 conf/micad/2021 db/conf/micad/micad2021.html#LatrasseRBMF21 Catalin I. Fetita Florence A. Kouvahe Christian Tulvan Pierre-Yves Brillet Diffusion-based interpolation with geometrical constraints applied to investigation of interstitial lung diseases. 622-629 2020 BIBE https://doi.org/10.1109/BIBE50027.2020.00106 conf/bibe/2020 db/conf/bibe/bibe2020.html#FetitaKTB20 Simon Rennotte Pierre-Yves Brillet Catalin I. Fetita Comparison of CNN architectures and training strategies for quantitative analysis of idiopathic interstitial pneumonia. 2020 Computer-Aided Diagnosis https://doi.org/10.1117/12.2548476 conf/micad/2020 db/conf/micad/micad2020.html#RennotteBF20

Guillaume Chassagnon Maria Vakalopoulou Enzo Battistella Stergios Christodoulidis Trieu-Nghi Hoang-Thi Severine Dangeard Eric Deutsch Fabrice André Enora Guillo Nara Halm Stefany El Hajj Florian Bompard Sophie Neveu Chahinez Hani Ines Saab Alienor Campredon Hasmik Koulakian Souhail Bennani Gael Freche Aurelien Lombard Laure Fournier Hippolyte Monnier Teodor Grand Jules Gregory Antoine Khalil Elyas Mahdjoub Pierre-Yves Brillet Stephane Tran Ba Valérie Bousson Marie-Pierre Revel Nikos Paragios AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia. 2020 abs/2004.12852 CoRR https://arxiv.org/abs/2004.12852 db/journals/corr/corr2004.html#abs-2004-12852

Young-Wouk Kim Sebastián Roberto Tarando Pierre-Yves Brillet Catalin I. Fetita Image biomarkers for quantitative analysis of idiopathic interstitial pneumonia. 1095019 2019 Computer-Aided Diagnosis https://doi.org/10.1117/12.2511847 conf/micad/2019 db/conf/micad/micad2019.html#KimTBF19 Sebastian Roberto Tarando Catalin I. Fetita Young-Wouk Kim Hyoun Cho Pierre-Yves Brillet Boosting CNN performance for lung texture classification using connected filtering. 1057505 2018 Computer-Aided Diagnosis https://doi.org/10.1117/12.2293093 conf/micad/2018 db/conf/micad/micad2018.html#TarandoFKCB18 Sebastian Roberto Tarando Catalin I. Fetita Pierre-Yves Brillet Cascade of convolutional neural networks for lung texture classification: overcoming ontological overlapping. 1013407 2017 Computer-Aided Diagnosis https://doi.org/10.1117/12.2255552 conf/micad/2017 db/conf/micad/micad2017.html#TarandoFB17 Catalin I. Fetita Sebastian Roberto Tarando Pierre-Yves Brillet Philippe A. Grenier Robust lung identification in MSCT via controlled flooding and shape constraints: dealing with anatomical and pathological specificity. 97881A 2016 Biomedical Applications in Molecular, Structural, and Functional Imaging https://doi.org/10.1117/12.2216687 conf/mibam/2016 db/conf/mibam/mibam2016.html#FetitaTBG16 Sebastian Roberto Tarando Catalin I. Fetita Alex Faccinetto Pierre-Yves Brillet Increasing CAD system efficacy for lung texture analysis using a convolutional network. 97850Q 2016 Computer-Aided Diagnosis https://doi.org/10.1117/12.2217752 conf/micad/2016 db/conf/micad/micad2016.html#TarandoFFB16 Adeline Crosnier Catalin I. Fetita Gabriel Thabut Pierre-Yves Brillet Intrapulmonary vascular remodeling: MSCT-based evaluation in COPD and alpha-1 antitrypsin deficient subjects. 978516 2016 Computer-Aided Diagnosis https://doi.org/10.1117/12.2216522 conf/micad/2016 db/conf/micad/micad2016.html#CrosnierFTB16 Catalin I. Fetita Pierre-Yves Brillet Christopher Brightling Philippe A. Grenier Grading remodeling severity in asthma based on airway wall thickening index and bronchoarterial ratio measured with MSCT. 941515 2015 Image-Guided Procedures https://doi.org/10.1117/12.2081589 conf/miigp/2015 db/conf/miigp/miigp2015.html#FetitaBBG15

Rina Dewi Rudyanto Sjoerd Kerkstra Eva M. van Rikxoort Catalin I. Fetita Pierre-Yves Brillet Christophe Lefevre Wenzhe Xue Xiangjun Zhu Jianming Liang Ilkay Öksüz Devrim Ünay Kamuran Kadipasaoglu Raúl San José Estépar James C. Ross George R. Washko Juan-Carlos Prieto 0001 Marcela Hernández Hoyos Maciej Orkisz Hans Meine Markus Hüllebrand Christina Stöcker Fernando López-Mir Valery Naranjo Eliseo Villanueva Marius Staring Changyan Xiao Berend C. Stoel Anna Fabijanska Erik Smistad Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. 1217-1232 2014 18 Medical Image Anal. 7 https://doi.org/10.1016/j.media.2014.07.003 https://www.wikidata.org/entity/Q41990147 db/journals/mia/mia18.html#RudyantoKRFBLXZLOUKERWPHOMHSLNVSXSFS14

Catalin I. Fetita Margarete Ortner Pierre-Yves Brillet Françoise J. Prêteux Philippe Grenier Volumetric Quantification of Airway Wall in CT via Collision-Free Active Surface Model: Application to Asthma Assessment. 1512-1526 2014 33 IEEE Trans. Medical Imaging 7 https://doi.org/10.1109/TMI.2014.2316115 https://www.wikidata.org/entity/Q51094855 db/journals/tmi/tmi33.html#FetitaOBPG14

Catalin I. Fetita Pierre-Yves Brillet Ruth Hartley Philippe A. Grenier Christopher Brightling 3D mapping of airway wall thickening in asthma with MSCT: a level set approach. 90352I 2014 Computer-Aided Diagnosis https://doi.org/10.1117/12.2042997 conf/micad/2014 db/conf/micad/micad2014.html#FetitaBHGB14 Catalin I. Fetita Kuang-Che Chang-Chien Pierre-Yves Brillet Françoise J. Prêteux Ruey-Feng Chang Idiopathic interstitial pneumonias and emphysema: detection and classification using a texture-discriminative approach. 83152Z 2012 Computer-Aided Diagnosis https://doi.org/10.1117/12.911350 conf/micad/2012 db/conf/micad/micad2012.html#FetitaCBPC12 Margarete Ortner Catalin I. Fetita Pierre-Yves Brillet Françoise J. Prêteux Philippe Grenier High-throughput morphometric analysis of pulmonary airways in MSCT via a mixed 3D/2D approach. 79631R 2011 Computer-Aided Diagnosis https://doi.org/10.1117/12.877519 conf/micad/2011 db/conf/micad/micad2011.html#OrtnerFBPG11 Margarete Ortner Catalin I. Fetita Pierre-Yves Brillet Françoise J. Prêteux Philippe Grenier Surface modeling and segmentation of the 3D airway wall in MSCT. 79640O 2011 Image-Guided Procedures https://doi.org/10.1117/12.877521 conf/miigp/2011 db/conf/miigp/miigp2011.html#OrtnerFBPG11 Margarete Ortner Catalin I. Fetita Pierre-Yves Brillet Françoise J. Prêteux Philippe Grenier 3D Vector Flow Guided Segmentation of Airway Wall in MSCT. 302-311 2010 ISVC (2) https://doi.org/10.1007/978-3-642-17274-8_30 conf/isvc/2010-2 db/conf/isvc/isvc2010-2.html#OrtnerFBPG10 Catalin I. Fetita Margarete Ortner Pierre-Yves Brillet Yahya Ould Hmeidi Françoise J. Prêteux Airway shape assessment with visual feed-back in asthma and obstructive diseases. 76251E 2010 Image-Guided Procedures https://doi.org/10.1117/12.844445 conf/miigp/2010 db/conf/miigp/miigp2010.html#FetitaOBHP10 Margarete Ortner Catalin I. Fetita Pierre-Yves Brillet Françoise J. Prêteux Philippe Grenier Ground truth and CT image model simulation for pathophysiological human airway system. 76252K 2010 Image-Guided Procedures https://doi.org/10.1117/12.844343 conf/miigp/2010 db/conf/miigp/miigp2010.html#OrtnerFBPG10 Kuang-Che Chang-Chien Catalin I. Fetita Pierre-Yves Brillet Françoise J. Prêteux Ruey-Feng Chang Detection and classification of interstitial lung diseases and emphysema using a joint morphological-fuzzy approach. 726031 2009 Computer-Aided Diagnosis https://doi.org/10.1117/12.811730 conf/micad/2009 db/conf/micad/micad2009.html#Chang-ChienFBPC09 Catalin I. Fetita Pierre-Yves Brillet Françoise J. Prêteux Morpho-geometrical approach for 3D segmentation of pulmonary vascular tree in multi-slice CT. 72594F 2009 Image Processing https://doi.org/10.1117/12.811637 conf/miip/2009 db/conf/miip/miip2009.html#FetitaBP09 Catalin I. Fetita Kuang-Che Chang-Chien Pierre-Yves Brillet Françoise J. Prêteux Philippe Grenier Diffuse Parenchymal Lung Diseases: 3D Automated Detection in MDCT. 825-833 2007 conf/miccai/2007-1 MICCAI (1) https://doi.org/10.1007/978-3-540-75757-3_100 https://www.wikidata.org/entity/Q62489241 db/conf/miccai/miccai2007-1.html#FetitaCBPG07 Nicolas Aide Fabrice André Stephane Tran Ba Enzo Battistella Souhail Bennani Jean-François Bernaudin Florian Bompard Valérie Bousson Christopher Brightling Alienor Campredon Ruey-Feng Chang Kuang-Che Chang-Chien Guillaume Chassagnon Hyoun Cho Stergios Christodoulidis Adeline Crosnier Severine Dangeard Eric Deutsch Antoine Didier Juliette Dindart Raúl San José Estépar Anna Fabijanska Alex Faccinetto Catalin I. Fetita Laure Fournier Gael Freche Thomas Gille Teodor Grand Jules Gregory Philippe GrenierPhilippe A. Grenier Enora Guillo Stefany El Hajj Nara Halm Chahinez Hani Ruth Hartley Yahya Ould Hmeidi Trieu-Nghi Hoang-Thi Marcela Hernández Hoyos Markus Hüllebrand Radu Ispas Aurélien Justet Kamuran Kadipasaoglu Sjoerd Kerkstra Antoine Khalil Rezkellah Noureddine Khiati Young-Wouk Kim Hasmik Koulakian Florence A. Kouvahe Marjorie Latrasse Christophe Lefevre Jianming Liang Aurelien Lombard Fernando López-Mir Elyas Mahdjoub Sylvain Marchand-Adam Mathilde Maury Hans Meine Bogdan Cosmin MocanuBogdan Mocanu Hippolyte Monnier Valery Naranjo Sophie Neveu Hilario Nunes Ilkay Öksüz Maciej Orkisz Margarete Ortner Nikos Paragios Françoise J. Prêteux Juan Carlos Prieto 0001Juan-Carlos Prieto 0001 Simon Rennotte Marie-Pierre Revel Jean Richeux Eva M. van Rikxoort James C. Ross Rina Dewi Rudyanto Ines Saab Lucile Sese Erik Smistad Marius Staring Christina Stöcker Berend C. Stoel Ruxandra Tapu Sebastian Roberto TarandoSebastián Roberto Tarando Gabriel Thabut Christian Tulvan Devrim Ünay Maria Vakalopoulou Eliseo Villanueva George R. Washko Changyan Xiao Wenzhe Xue Xiangjun Zhu