Search Results - "Chassagnon, Guillaume"

Deep learning: definition and perspectives for thoracic imaging by Chassagnon, Guillaume, Vakalopolou, Maria, Paragios, Nikos, Revel, Marie-Pierre

“…Relevance and penetration of machine learning in clinical practice is a recent phenomenon with multiple applications being currently under development. Deep…”
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CT and MRI of pancreatic tumors: an update in the era of radiomics by Bartoli, Marion, Barat, Maxime, Dohan, Anthony, Gaujoux, Sébastien, Coriat, Romain, Hoeffel, Christine, Cassinotto, Christophe, Chassagnon, Guillaume, Soyer, Philippe

“…Radiomics is a relatively new approach for image analysis. As a part of radiomics, texture analysis, which consists in extracting a great amount of…”
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Correction: Ten reasons to screen women at risk of lung cancer by Revel, Marie-Pierre, Chassagnon, Guillaume

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Artificial intelligence: a critical review of current applications in pancreatic imaging by Barat, Maxime, Chassagnon, Guillaume, Dohan, Anthony, Gaujoux, Sébastien, Coriat, Romain, Hoeffel, Christine, Cassinotto, Christophe, Soyer, Philippe

“…The applications of artificial intelligence (AI), including machine learning and deep learning, in the field of pancreatic disease imaging are rapidly…”
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What level of D-dimers can safely exclude pulmonary embolism in COVID-19 patients presenting to the emergency department? by Revel, Marie-Pierre, Beeker, Nathanael, Porcher, Raphael, Jilet, Léa, Fournier, Laure, Rance, Bastien, Chassagnon, Guillaume, Fontenay, Michaela, Sanchez, Olivier

“…Objectives To identify which level of D-dimer would allow the safe exclusion of pulmonary embolism (PE) in COVID-19 patients presenting to the emergency…”
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Tracheobronchial Branching Abnormalities: Lobe-based Classification Scheme by Chassagnon, Guillaume, Morel, Baptiste, Carpentier, Elodie, Ducou Le Pointe, Hubert, Sirinelli, Dominique

“…Boyden's nomenclature, which was based on postmortem specimens and published in 1955 prior to the advent of computed tomography (CT), is commonly used to…”
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Ten reasons to screen women at risk of lung cancer by Revel, Marie-Pierre, Chassagnon, Guillaume

“…This opinion piece reviews major reasons for promoting lung cancer screening in at-risk women who are smokers or ex-smokers, from the age of 50. The…”
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Artificial intelligence in lung cancer: current applications and perspectives by Chassagnon, Guillaume, De Margerie-Mellon, Constance, Vakalopoulou, Maria, Marini, Rafael, Hoang-Thi, Trieu-Nghi, Revel, Marie-Pierre, Soyer, Philippe

“…Artificial intelligence (AI) has been a very active research topic over the last years and thoracic imaging has particularly benefited from the development of…”
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Comparative performances of machine learning algorithms in radiomics and impacting factors by Decoux, Antoine, Duron, Loic, Habert, Paul, Roblot, Victoire, Arsovic, Emina, Chassagnon, Guillaume, Arnoux, Armelle, Fournier, Laure

“…There are no current recommendations on which machine learning (ML) algorithms should be used in radiomics. The objective was to compare performances of ML…”
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Elastic Registration-driven Deep Learning for Longitudinal Assessment of Systemic Sclerosis Interstitial Lung Disease at CT by Chassagnon, Guillaume, Vakalopoulou, Maria, Régent, Alexis, Sahasrabudhe, Mihir, Marini, Rafael, Hoang-Thi, Trieu-Nghi, Dinh-Xuan, Anh-Tuan, Dunogué, Bertrand, Mouthon, Luc, Paragios, Nikos, Revel, Marie-Pierre

“…Background Longitudinal follow-up of interstitial lung diseases (ILDs) at CT mainly relies on the evaluation of the extent of ILD, without accounting for lung…”
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Tracheobronchial involvement of relapsing polychondritis by de Montmollin, Nina, Dusser, Daniel, Lorut, Christine, Dion, Jérémie, Costedoat-Chalumeau, Nathalie, Mouthon, Luc, Chassagnon, Guillaume, Revel, Marie-Pierre, Puéchal, Xavier

“…Recent studies show that relapsing polychondritis patients with tracheobronchial involvement are distinct from others in terms of clinical characteristics,…”
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Subsolid Lung Nodule Classification: A CT Criterion for Improving Interobserver Agreement by Revel, Marie-Pierre, Mannes, Inès, Benzakoun, Joseph, Guinet, Claude, Léger, Thomas, Grenier, Philippe, Lupo, Audrey, Fournel, Ludovic, Chassagnon, Guillaume, Bommart, Sébastien

“…Purpose To evaluate an objective computed tomographic (CT) criterion for distinguishing between part-solid (PS) and nonsolid (NS) lung nodules. Materials and…”
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Computer-aided diagnosis (CAD) of subsolid nodules: evaluation of a commercial CAD system by Benzakoun, Joseph, MD, Bommart, Sébastien, MD, PhD, Coste, Joël, MD, PhD, Chassagnon, Guillaume, MD, PhD, Lederlin, Mathieu, MD, PhD, Boussouar, Samia, MD, Revel, Marie-Pierre, MD, PhD

“…Highlights • CAD sensitivity is still limited for automated detection of subsolid nodules. • CAD detection rate is higher for part-solid than for pure…”
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Sarcopenia as independent risk factor of postpneumonectomy respiratory failure, ARDS and mortality by Martini, Katharina, Chassagnon, Guillaume, Fournel, Ludovic, Prieto, Mathilde, Hoang-Thi, Trieu-Nghi, Halm, Nara, Bobbio, Antonio, Revel, Marie-Pierre, Alifano, Marco

“…•Sarcopenia is associated with short-term outcome in pneumonectomy.•Similarly, right side of pneumonectomy was associated with short-term outcome.•Muscle…”
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Differentiating tracheobronchial involvement in granulomatosis with polyangiitis and relapsing polychondritis on chest CT: a cohort study by Jalaber, Carole, Puéchal, Xavier, Saab, Ines, Canniff, Emma, Terrier, Benjamin, Mouthon, Luc, Cabanne, Eglantine, Mghaieth, Sandra, Revel, Marie-Pierre, Chassagnon, Guillaume

“…Abstract Background In patients with tracheobronchial involvement, the differential diagnosis between granulomatosis with polyangiitis (GPA) and relapsing…”
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Lung CAncer SCreening in French women using low-dose CT and Artificial intelligence for DEtection: the CASCADE study protocol by Revel, Marie-Pierre, Abdoul, Hendy, chassagnon, Guillaume, Canniff, Emma, Durand-Zaleski, Isabelle, Wislez, Marie

“…IntroductionLung cancer screening (LCS) using low-dose CT has been demonstrated to reduce lung cancer-related mortality in large randomised controlled trials…”
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Pre-test probability for SARS-Cov-2-related infection score: The PARIS score by Tordjman, Mickael, Mekki, Ahmed, Mali, Rahul D, Saab, Ines, Chassagnon, Guillaume, Guillo, Enora, Burns, Robert, Eshagh, Deborah, Beaune, Sebastien, Madelin, Guillaume, Bessis, Simon, Feydy, Antoine, Mihoubi, Fadila, Doumenc, Benoit, Mouthon, Luc, Carlier, Robert-Yves, Drapé, Jean-Luc, Revel, Marie-Pierre

“…In numerous countries, large population testing is impossible due to the limited availability of RT-PCR kits and CT-scans. This study aimed to determine a…”
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The association between air pollution and the severity at diagnosis and progression of systemic sclerosis-associated interstitial lung disease: results from the retrospective ScleroPol study by Roeser, Anaïs, Sese, Lucile, Chassagnon, Guillaume, Chaigne, Benjamin, Dunogue, Bertrand, Tran Ba, Stéphane, Jebri, Salma, Brillet, Pierre-Yves, Revel, Marie Pierre, Aubourg, Frédérique, Dhote, Robin, Caux, Frédéric, Annesi-Maesano, Isabella, Mouthon, Luc, Nunes, Hilario, Uzunhan, Yurdagül

“…To investigate the association of air pollution exposure with the severity of interstitial lung disease (ILD) at diagnosis and ILD progression among patients…”
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Determining extent of COVID-19 pneumonia on CT based on biological variables by Tordjman, Mickael, Mekki, Ahmed, Mali, Rahul D., Monnier, Hippolyte, Neveu, Sophie, Chassagnon, Guillaume, Mihoubi, Fadila, Carlier, Nicolas, Marey, Jonathan, Fournier, Laure, Carlier, Robert-Yves, Drapé, Jean-Luc, Revel, Marie-Pierre

“…Covid-19 pneumonia CT extent correlates well with outcome including mortality. However, CT is not widely available in many countries. This study aimed to…”
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Correction to: Artificial intelligence: a critical review of current applications in pancreatic imaging by Barat, Maxime, Chassagnon, Guillaume, Dohan, Anthony, Gaujoux, Sébastien, Coriat, Romain, Hoeffel, Christine, Cassinotto, Christophe, Soyer, Philippe

“…A correction to this paper has been published: https://doi.org/10.1007/s11604-021-01102-y…”
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