R. Szczesniak, L. Turkovic, E. Andrinopoulou, and H. Tiddens, Chest imaging in cystic fibrosis studies: What counts, and can be counted?, J Cyst Fibros, vol.16, issue.2, pp.175-185, 2017.

J. H. Rayment, M. J. Couch, and N. Mcdonald, Hyperpolarised 129Xe MRI to monitor treatment response in children with cystic fibrosis, Eur Respir J, 2019.

N. J. Ronan, G. G. Einarsson, and M. Twomey, CORK Study in Cystic Fibrosis: Sustained Improvements in Ultra-Low-Dose Chest CT Scores After CFTR Modulation With Ivacaftor, Chest, vol.153, issue.2, pp.395-403, 2018.

K. Leuraud, D. B. Richardson, and E. Cardis, Ionising radiation and risk of death from leukaemia and lymphoma in radiation-monitored workers (INWORKS): an international cohort study, Lancet Haematol, vol.2, issue.7, pp.276-281, 2015.

M. Saake, A. Schmidle, and M. Kopp, MRI Brain Signal Intensity and Relaxation Times in Individuals with Prior Exposure to Gadobutrol, Radiology, vol.290, issue.3, pp.659-668, 2019.

A. S. Brody, J. S. Klein, P. L. Molina, J. Quan, J. A. Bean et al., High-resolution computed tomography in young patients with cystic fibrosis: distribution of abnormalities and correlation with pulmonary function tests, J Pediatr, vol.145, issue.1, pp.32-38, 2004.

M. Bhalla, N. Turcios, and V. Aponte, Cystic fibrosis: scoring system with thin-section CT, Radiology, vol.179, issue.3, pp.783-788, 1991.

W. Zha, S. K. Nagle, R. V. Cadman, M. L. Schiebler, and S. B. Fain, Three-dimensional Isotropic Functional Imaging of Cystic Fibrosis Using Oxygen-enhanced MRI: Comparison with Hyperpolarized 3He MRI, Radiology, vol.290, issue.1, pp.229-237, 2019.

M. Eichinger, D. Optazaite, and A. Kopp-schneider, Morphologic and functional scoring of cystic fibrosis lung disease using MRI, Eur J Radiol, vol.81, issue.6, pp.1321-1329, 2012.

M. Loeve, M. H. Lequin, and M. De-bruijne, Cystic fibrosis: are volumetric ultra-lowdose expiratory CT scans sufficient for monitoring related lung disease?, Radiology, vol.253, issue.1, pp.223-229, 2009.

A. D. Calder, A. Bush, A. S. Brody, and C. M. Owens, Scoring of chest CT in children with cystic fibrosis: state of the art, Pediatric Radiology, vol.44, issue.12, pp.1496-1506, 2014.

G. Chassagnon, C. Martin, and P. Burgel, An automated computed tomography score for the cystic fibrosis lung, Eur Radiol, vol.28, issue.12, pp.5111-5120, 2018.

T. H. Helbich, G. Heinz-peer, and I. Eichler, Cystic fibrosis: CT assessment of lung involvement in children and adults, Radiology, vol.213, issue.2, pp.537-544, 1999.

T. Rosenow, M. Oudraad, and C. P. Murray, A Quantitative Structural Lung Disease Computed Tomography Outcome in Young Children with Cystic Fibrosis, Am J Respir Crit Care Med, vol.191, issue.10, pp.1158-1165, 2015.

M. O. Wielpütz, M. Eichinger, and J. Biederer, Imaging of Cystic Fibrosis Lung Disease and Clinical Interpretation, Rofo, vol.188, issue.9, pp.834-845, 2016.

D. M. Renz, O. Scholz, and J. Böttcher, Comparison between magnetic resonance imaging and computed tomography of the lung in patients with cystic fibrosis with regard to clinical, laboratory, and pulmonary functional parameters, Invest Radiol, vol.50, issue.10, pp.733-742, 2015.

G. Dournes, J. Yazbek, and W. Benhassen, 3D ultrashort echo time MRI of the lung using stack-of-spirals and spherical k -Space coverages: Evaluation in healthy volunteers and parenchymal diseases: Lung MRI With 3D UTE Spiral VIBE Sequence, Journal of Magnetic Resonance Imaging, 2018.

C. Klessen, P. Asbach, and T. J. Kroencke, Magnetic resonance imaging of the upper abdomen using a free-breathing T2-weighted turbo spin echo sequence with navigator triggered prospective acquisition correction, J Magn Reson Imaging, vol.21, issue.5, pp.576-582, 2005.

B. T. Svedin, A. Payne, B. D. Bolster, and D. L. Parker, Multiecho pseudo-golden angle stack of stars thermometry with high spatial and temporal resolution using k-space weighted image contrast, Magn Reson Med, vol.79, issue.3, pp.1407-1419, 2018.

A. Goshtasby, D. A. Turner, and L. V. Ackerman, Matching of tomographic slices for interpolation, IEEE Transactions on Medical Imaging, vol.11, issue.4, pp.507-516, 1992.

J. Woo, M. Stone, and J. L. Prince, Multimodal Registration via Mutual Information Incorporating Geometric and Spatial Context, IEEE Transactions on Image Processing, vol.24, issue.2, pp.757-769, 2015.

, Picture Thresholding Using an Iterative Selection Method, IEEE Transactions on Systems, Man, and Cybernetics, 1978.

B. Kerem, J. M. Rommens, and J. A. Buchanan, Identification of the cystic fibrosis gene: genetic analysis, Science, vol.245, issue.4922, pp.1073-1080, 1989.

, ECFS Patient Registry, p.141, 2016.

M. J. Welsh and A. E. Smith, Molecular mechanisms of CFTR chloride channel dysfunction in cystic fibrosis, Cell, vol.73, issue.7, pp.1251-1254, 1993.

F. Wang, S. Zeltwanger, S. Hu, and T. Hwang, Deletion of phenylalanine 508 causes attenuated phosphorylation-dependent activation of CFTR chloride channels, J Physiol, vol.524, pp.637-648, 2000.

J. S. Elborn, Cystic fibrosis. The Lancet, vol.388, pp.2519-2531, 2016.
URL : https://hal.archives-ouvertes.fr/hal-02299268

P. Kristidis, D. Bozon, and M. Corey, Genetic determination of exocrine pancreatic function in cystic fibrosis, Am J Hum Genet, vol.50, issue.6, pp.1178-1184, 1992.

E. F. Mckone, S. S. Emerson, K. L. Edwards, and M. L. Aitken, Effect of genotype on phenotype and mortality in cystic fibrosis: a retrospective cohort study. The Lancet, vol.361, pp.1671-1676, 2003.

L. Guillot, J. Beucher, O. Tabary, L. Rouzic, P. Clement et al., Lung disease modifier genes in cystic fibrosis, The International Journal of Biochemistry & Cell Biology, vol.52, pp.83-93, 2014.
URL : https://hal.archives-ouvertes.fr/inserm-01467873

M. S. Schechter, Nongenetic influences on cystic fibrosis outcomes, Curr Opin Pulm Med, vol.17, issue.6, pp.448-454, 2011.

J. L. Bobadilla, M. Macek, J. P. Fine, and P. M. Farrell, Cystic fibrosis: a worldwide analysis of CFTR mutations--correlation with incidence data and application to screening, Hum Mutat, vol.19, issue.6, pp.575-606, 2002.

B. P. O'sullivan and S. D. Freedman, Cystic fibrosis. The Lancet, vol.373, pp.1891-1904, 2009.

. Mirtajani, Geographical distribution of cystic fibrosis; The past 70 years of data analyzis

, Registre français de la mucoviscidose (registre qualifié) / Portail Epidemiologie

F. Databases,

S. Bowen and J. Hull, The basic science of cystic fibrosis. Paediatrics and Child Health, vol.25, pp.159-164, 2015.

A. Zolin, A. Bossi, N. Cirilli, N. Kashirskaya, and R. Padoan, Cystic Fibrosis Mortality in Childhood. Data from European Cystic Fibrosis Society Patient Registry, Int J Environ Res Public Health, vol.15, issue.9, 2018.

P. D. Sly, S. Brennan, and C. Gangell, Lung disease at diagnosis in infants with cystic fibrosis detected by newborn screening, Am J Respir Crit Care Med, vol.180, issue.2, pp.146-152, 2009.

G. Dournes, P. Berger, and J. Refait, Allergic Bronchopulmonary Aspergillosis in Cystic Fibrosis: MR Imaging of Airway Mucus Contrasts as a Tool for Diagnosis, Radiology, vol.285, issue.1, pp.261-269, 2017.

R. C. Boucher, Cystic fibrosis: a disease of vulnerability to airway surface dehydration, Trends in Molecular Medicine, vol.13, issue.6, pp.231-240, 2007.

C. Sorio, A. Montresor, and M. Bolomini-vittori, Mutations of Cystic Fibrosis Transmembrane Conductance Regulator Gene Cause a Monocyte-Selective Adhesion Deficiency, Am J Respir Crit Care Med, vol.193, issue.10, pp.1123-1133, 2016.

M. Alaiwa, A. M. Beer, and A. A. Pezzulo, Neonates with cystic fibrosis have a reduced nasal liquid pH; A small pilot study, Journal of Cystic Fibrosis, vol.13, issue.4, pp.373-377, 2014.

T. Z. Khan, J. S. Wagener, T. Bost, J. Martinez, F. J. Accurso et al., Early pulmonary inflammation in infants with cystic fibrosis, Am J Respir Crit Care Med, vol.151, issue.4, pp.1075-1082, 1995.

W. W. Zuelzer and W. A. Newton, THE PATHOGENESIS OF FIBROCYSTIC DISEASE OF THE PANCREAS: A Study of 36 Cases with Special Reference to the Pulmonary Lesions, Pediatrics, vol.4, issue.1, pp.53-69, 1949.

S. Antoniou and C. Elston, Cystic fibrosis, Medicine, vol.44, issue.5, pp.321-325, 2016.

J. P. Clancy, C. U. Cotton, and S. H. Donaldson, CFTR modulator theratyping: Current status, gaps and future directions, Journal of Cystic Fibrosis, vol.18, issue.1, pp.22-34, 2019.

J. Guimbellot, G. M. Solomon, and A. Baines, Effectiveness of ivacaftor in cystic fibrosis patients with non-G551D gating mutations, Journal of Cystic Fibrosis, vol.18, issue.1, pp.102-109, 2019.

S. Guigui, J. Wang, and R. I. Cohen, The use of ivacaftor in CFTR mutations resulting in residual functioning protein, Respir Med Case Rep, vol.19, pp.193-195, 2016.

P. A. Flume, T. G. Liou, and D. S. Borowitz, Ivacaftor in Subjects With Cystic Fibrosis Who Are Homozygous for the F508del-CFTR Mutation, Chest, vol.142, issue.3, pp.718-724, 2012.

C. E. Wainwright, J. S. Elborn, and B. W. Ramsey, Lumacaftor-Ivacaftor in Patients with Cystic Fibrosis Homozygous for Phe508del CFTR, New England Journal of Medicine, vol.373, issue.3, pp.220-231, 2015.

S. H. Donaldson, J. M. Pilewski, and M. Griese, Tezacaftor/Ivacaftor in Subjects with Cystic Fibrosis and F508del/F508del-CFTR or F508del/G551D-CFTR, Am J Respir Crit Care Med, vol.197, issue.2, pp.214-224, 2018.

F. Ratjen, C. Hug, and G. Marigowda, Efficacy and safety of lumacaftor and ivacaftor in patients aged 6-11 years with cystic fibrosis homozygous for F508del-CFTR: a randomised, placebo-controlled phase 3 trial. The Lancet Respiratory Medicine, vol.5, pp.557-567, 2017.

D. Keating, G. Marigowda, and L. Burr, VX-445-Tezacaftor-Ivacaftor in Patients with

, Cystic Fibrosis and One or Two Phe508del Alleles, N Engl J Med, vol.379, issue.17, pp.1612-1620, 2018.

J. C. Davies, S. M. Moskowitz, and C. Brown, VX-659-Tezacaftor-Ivacaftor in Patients with Cystic Fibrosis and One or Two Phe508del Alleles, New England Journal of Medicine, vol.379, issue.17, pp.1599-1611, 2018.

L. M. Taussig, J. Kattwinkel, W. T. Friedewald, and S. Di, Agnese PA. A new prognostic score and clinical evaluation system for cystic fibrosis, The Journal of Pediatrics, vol.82, issue.3, pp.380-390, 1973.

C. Que, P. Cullinan, and D. Geddes, Improving rate of decline of FEV1 in young adults with cystic fibrosis, Thorax, vol.61, issue.2, pp.155-157, 2006.

E. Kerem, J. Reisman, M. Corey, G. J. Canny, and H. Levison, Prediction of mortality in patients with cystic fibrosis, N Engl J Med, vol.326, issue.18, pp.1187-1191, 1992.

P. J. Cooper, C. F. Robertson, I. L. Hudson, and P. D. Phelan, Variability of pulmonary function tests in cystic fibrosis, Pediatric Pulmonology, vol.8, issue.1, pp.16-22, 1990.

S. I. Fuchs, M. Gappa, J. Eder, K. M. Unsinn, G. Steinkamp et al., Tracking Lung Clearance Index and chest CT in mild cystic fibrosis lung disease over a period of three years, Respiratory Medicine, vol.108, issue.6, pp.865-874, 2014.

E. M. Bakker, G. Borsboom, E. C. Van-der-wiel-kooij, D. Caudri, M. Rosenfeld et al., Small airway involvement in cystic fibrosis lung disease: routine spirometry as an early and sensitive marker, Pediatr Pulmonol, vol.48, issue.11, pp.1081-1088, 2013.

M. Rosenfeld, D. R. Vandevanter, and C. L. Ren, Decline in lung function does not predict future decline in lung function in cystic fibrosis patients, Pediatr Pulmonol, vol.50, issue.9, pp.856-862, 2015.

O. Breuer, D. Caudri, S. Stick, and L. Turkovic, Predicting disease progression in cystic fibrosis, Expert Rev Respir Med, vol.12, issue.11, pp.905-917, 2018.

J. C. Davies and A. E. , Monitoring respiratory disease severity in cystic fibrosis, Respir Care, vol.54, issue.5, pp.606-617, 2009.

E. M. Deboer, W. Swiercz, and S. L. Heltshe, Automated CT Scan Scores of Bronchiectasis and Air Trapping in Cystic Fibrosis, Chest, vol.145, issue.3, pp.593-603, 2014.

G. Chassagnon, C. Martin, and P. Burgel, An automated computed tomography score for the cystic fibrosis lung, Eur Radiol, vol.28, issue.12, pp.5111-5120, 2018.

K. Leuraud, D. B. Richardson, and E. Cardis, Ionising radiation and risk of death from leukaemia and lymphoma in radiation-monitored workers (INWORKS): an international cohort study, Lancet Haematol, vol.2, issue.7, pp.276-281, 2015.

C. J. Bergin, G. H. Glover, and J. M. Pauly, Lung parenchyma: magnetic susceptibility in MR imaging, Radiology, vol.180, issue.3, pp.845-848, 1991.

M. C. Liszewski, P. Ciet, and E. Y. Lee, MR Imaging of Lungs and Airways in Children:: Past and Present, Magn Reson Imaging Clin N Am, vol.27, issue.2, pp.201-225, 2019.

P. Ciet, P. M. Boiselle, and B. Heidinger, Cine MRI of Tracheal Dynamics in Healthy Volunteers and Patients With Tracheobronchomalacia, American Journal of Roentgenology, vol.209, issue.4, pp.757-761, 2017.

G. Dournes, D. Grodzki, and J. Macey, Quiet Submillimeter MR Imaging of the Lung Is Feasible with a PETRA Sequence at 1.5 T, Radiology, vol.276, issue.1, pp.258-265, 2015.

M. Weiger, D. O. Brunner, B. E. Dietrich, C. F. Müller, and K. P. Pruessmann, ZTE imaging in humans, Magnetic Resonance in Medicine, vol.70, issue.2, pp.328-332, 2013.

K. Bae, K. N. Jeon, and M. J. Hwang, Comparison of lung imaging using threedimensional ultrashort echo time and zero echo time sequences: preliminary study, Eur Radiol, vol.29, issue.5, pp.2253-2262, 2019.

A. Kastler, Quelques suggestions concernant la production optique et la détection optique d'une inégalité de population des niveaux de quantifigation spatiale des atomes. Application à l'expérience de Stern et Gerlach et à la résonance magnétique, J Phys Radium, vol.11, issue.6, pp.255-265, 1950.

J. M. Wild, M. Paley, and L. Kasuboski, Dynamic radial projection MRI of inhaled hyperpolarized 3He gas, Magn Reson Med, vol.49, issue.6, pp.991-997, 2003.

O. Doganay, M. Chen, and T. Matin, Magnetic resonance imaging of the time course of hyperpolarized 129Xe gas exchange in the human lungs and heart, Eur Radiol, vol.29, issue.5, pp.2283-2292, 2019.

G. W. Miller, J. P. Mugler, and T. A. Altes, A short-breath-hold technique for lung pO2 mapping with 3He MRI, Magn Reson Med, vol.63, issue.1, pp.127-136, 2010.

R. E. Latchaw, H. Yonas, S. L. Pentheny, and D. Gur, Adverse reactions to xenon-enhanced CT cerebral blood flow determination, Radiology, vol.163, issue.1, pp.251-254, 1987.

J. Renne, P. Lauermann, and J. B. Hinrichs, Chronic Lung Allograft Dysfunction: Oxygen-enhanced T1-Mapping MR Imaging of the Lung, Radiology, vol.276, issue.1, pp.266-273, 2015.

G. Bauman and M. Eichinger, Ventilation and perfusion magnetic resonance imaging of the lung, Pol J Radiol, vol.77, issue.1, pp.37-46, 2012.

H. Hatabu, J. Gaa, D. Kim, W. Li, P. V. Prasad et al., Pulmonary perfusion: qualitative assessment with dynamic contrast-enhanced MRI using ultra-short TE and inversion recovery turbo FLASH, Magn Reson Med, vol.36, issue.4, pp.503-508, 1996.

Z. Zou, H. L. Zhang, G. H. Roditi, T. Leiner, W. Kucharczyk et al., Nephrogenic systemic fibrosis: review of 370 biopsy-confirmed cases, JACC Cardiovasc Imaging, vol.4, issue.11, pp.1206-1216, 2011.

B. J. Guo, Z. L. Yang, and L. J. Zhang, Gadolinium Deposition in Brain: Current Scientific Evidence and Future Perspectives, Front Mol Neurosci

S. Nyilas, G. Bauman, and O. Pusterla, Ventilation and perfusion assessed by functional MRI in children with CF: reproducibility in comparison to lung function, Journal of Cystic Fibrosis

T. F. Kaireit, M. Gutberlet, and A. Voskrebenzev, Comparison of quantitative regional ventilation-weighted fourier decomposition MRI with dynamic fluorinated gas washout MRI and lung function testing in COPD patients, J Magn Reson Imaging, vol.47, issue.6, pp.1534-1541, 2018.

J. Hennig, A. Nauerth, and H. Friedburg, RARE imaging: a fast imaging method for clinical MR, Magn Reson Med, vol.3, issue.6, pp.823-833, 1986.

M. I. Altbach, E. K. Outwater, and T. P. Trouard, Radial fast spin-echo method for T2-weighted imaging and T2 mapping of the liver, Journal of Magnetic Resonance Imaging, vol.16, issue.2, pp.179-189, 2002.

D. Firmin and J. Keegan, Navigator echoes in cardiac magnetic resonance, J Cardiovasc Magn Reson, vol.3, issue.3, pp.183-193, 2001.

Y. Natsuaki, M. Bharath-keerthisavan, and A. Bilgin, Flexible and Efficient 2D Radial TSE T2 Mapping with Tiered Echo Sharing and with "Pseudo

G. H. Glover and J. M. Pauly, Projection Reconstruction Techniques for Reduction of Motion Effects in MRI, Magnetic Resonance in Medicine, vol.28, issue.2, pp.275-289, 1992.

D. G. Nishimura, J. I. Jackson, and J. M. Pauly, On the nature and reduction of the displacement artifact in flow images, Magn Reson Med, vol.22, issue.2, pp.481-492, 1991.

C. Prieto, S. Uribe, R. Razavi, D. Atkinson, and T. Schaeffter, 3D undersampled goldenradial phase encoding for DCE-MRA using inherently regularized iterative SENSE, Magn Reson Med, vol.64, issue.2, pp.514-526, 2010.

N. Higano, A. Hahn, and J. Tkach, Retrospective respiratory self-gating and removal of bulk motion in pulmonary UTE MRI of neonates and adults, Magn Reson Med, vol.77, issue.3, pp.1284-1295, 2017.

J. Delacoste, H. Feliciano, and J. Yerly, A black-blood ultra-short echo time (UTE) sequence for 3D isotropic resolution imaging of the lungs, Magn Reson Med, vol.81, issue.6, pp.3808-3818, 2019.

A. A. Bankier, C. R. O'donnell, and V. M. Mai, Impact of lung volume on MR signal intensity changes of the lung parenchyma, Journal of Magnetic Resonance Imaging, vol.20, issue.6, pp.961-966, 2004.

D. M. Renz, O. Scholz, and J. Böttcher, Comparison between magnetic resonance imaging and computed tomography of the lung in patients with cystic fibrosis with regard to clinical, laboratory, and pulmonary functional parameters, Invest Radiol, vol.50, issue.10, pp.733-742, 2015.

M. Wielpütz and H. Kauczor, MRI of the lung: state of the art, Diagn Interv Radiol, vol.18, issue.4, pp.344-353, 2012.

P. Leutz-schmidt, M. Stahl, and O. Sommerburg, Non-contrast enhanced magnetic resonance imaging detects mosaic signal intensity in early cystic fibrosis lung disease, European Journal of Radiology, vol.101, pp.178-183, 2018.

M. Puderbach and M. Eichinger, The role of advanced imaging techniques in cystic fibrosis follow-up: is there a place for MRI?, Pediatr Radiol, vol.40, issue.6, pp.844-849, 2010.

S. Kapur, A. S. Bhalla, and M. Jana, Pediatric Chest MRI: A Review, Indian J Pediatr, 2019.

M. O. Wielpütz, M. Puderbach, and A. Kopp-schneider, Magnetic resonance imaging detects changes in structure and perfusion, and response to therapy in early cystic fibrosis lung disease, Am J Respir Crit Care Med, vol.189, issue.8, pp.956-965, 2014.

M. Teufel, D. Ketelsen, and S. Fleischer, Comparison between High-Resolution CT and MRI Using a Very Short Echo Time in Patients with Cystic Fibrosis with, Extra Focus on Mosaic Attenuation. RES, vol.86, issue.4, pp.302-311, 2013.

G. Dournes, F. Menut, and J. Macey, Lung morphology assessment of cystic fibrosis using MRI with ultra-short echo time at submillimeter spatial resolution, Eur Radiol, vol.26, issue.11, pp.3811-3820, 2016.
URL : https://hal.archives-ouvertes.fr/hal-02375625

G. Dournes, J. Yazbek, and W. Benhassen, 3D ultrashort echo time MRI of the lung using stack-of-spirals and spherical k-Space coverages: Evaluation in healthy volunteers and parenchymal diseases, Journal of Magnetic Resonance Imaging, vol.48, issue.6, pp.1489-1497, 2018.

M. Eichinger, D. Optazaite, and A. Kopp-schneider, Morphologic and functional scoring of cystic fibrosis lung disease using MRI, European Journal of Radiology, vol.81, issue.6, pp.1321-1329, 2012.

C. Sileo, H. Corvol, P. Boelle, E. Blondiaux, A. Clement et al., HRCT and MRI of the lung in children with cystic fibrosis: Comparison of different scoring systems, Journal of Cystic Fibrosis, vol.13, issue.2, pp.198-204, 2014.

M. Stahl, M. O. Wielpütz, and S. Y. Graeber, Comparison of Lung Clearance Index and Magnetic Resonance Imaging for Assessment of Lung Disease in Children with Cystic Fibrosis, Am J Respir Crit Care Med, vol.195, issue.3, pp.349-359, 2017.

M. O. Wielpütz, M. Eichinger, and S. Wege, Mid-Term Reproducibility of Chest MRI in Adults with Clinically Stable Cystic Fibrosis and Chronic Obstructive Pulmonary Disease

, Am J Respir Crit Care Med, 2019.

K. Mentore, D. K. Froh, E. E. De-lange, J. R. Brookeman, A. O. Paget-brown et al.,

, Hyperpolarized HHe 3 MRI of the Lung in Cystic Fibrosis: Assessment at Baseline and After Bronchodilator and Airway Clearance Treatment1, Academic Radiology, vol.12, issue.11, pp.1423-1429, 2005.

N. Kanhere, M. J. Couch, and K. Kowalik, Correlation of Lung Clearance Index with Hyperpolarized 129Xe Magnetic Resonance Imaging in Pediatric Subjects with Cystic Fibrosis, Am J Respir Crit Care Med, vol.196, issue.8, pp.1073-1075, 2017.

H. Marshall, A. Horsley, and C. Taylor, Detection of early sub-clinical lung disease in children with cystic fibrosis by lung ventilation imaging with hyperpolarized gas MRI, Thorax, vol.72, pp.760-762, 2017.

T. A. Altes, M. Johnson, and M. Fidler, Use of hyperpolarized helium-3 MRI to assess response to ivacaftor treatment in patients with cystic fibrosis, Journal of Cystic Fibrosis, vol.16, issue.2, pp.267-274, 2017.

W. Zha, S. K. Nagle, R. V. Cadman, M. L. Schiebler, and S. B. Fain, Three-dimensional Isotropic Functional Imaging of Cystic Fibrosis Using Oxygen-enhanced MRI: Comparison with Hyperpolarized 3He MRI, Radiology, vol.290, issue.1, pp.229-237, 2018.

M. O. Wielpütz, M. Eichinger, and J. Biederer, Imaging of Cystic Fibrosis Lung Disease and Clinical Interpretation, Rofo, vol.188, issue.9, pp.834-845, 2016.

Z. X. Lu, Z. H. Zhao, and D. D. Wang, The correlation between the cell density of local advanced lung cancer tumor and the ADC value of 3.0 T MRI diffusion weighted imaging

, Zhonghua Yi Xue Za Zhi, vol.98, issue.41, pp.3332-3335, 2018.

P. Ciet, G. Serra, and E. R. Andrinopoulou, Diffusion weighted imaging in cystic fibrosis disease: beyond morphological imaging, Eur Radiol, vol.26, issue.11, pp.3830-3839, 2016.

P. Ciet, S. Bertolo, and M. Ros, Detection and monitoring of lung inflammation in cystic fibrosis during respiratory tract exacerbation using diffusion-weighted magnetic resonance imaging, European Respiratory Journal, vol.50, issue.1, p.1601437, 2017.

G. Dournes and F. Laurent, Restricted magnetic resonance diffusion of lung consolidation is not specific for respiratory exacerbation, European Respiratory Journal, vol.50, issue.5, p.1701621, 2017.

N. J. Ronan, G. G. Einarsson, and M. Twomey, CORK Study in Cystic Fibrosis: Sustained Improvements in Ultra-Low-Dose Chest CT Scores After CFTR Modulation With Ivacaftor, Chest, vol.153, issue.2, pp.395-403, 2018.

H. Baysson, N. Journy, T. Roué, H. Ducou-lepointe, C. Etard et al., Exposition à la scanographie dans l'enfance et risque de cancer à long terme. Une synthèse des études épidémiologiques récentes, Bulletin du Cancer, vol.103, issue.2, pp.190-198, 2016.

J. Zhang, Y. Wang, X. Jiang, and H. C. Chan, Cystic fibrosis transmembrane conductance regulator-emerging regulator of cancer, Cell Mol Life Sci, vol.75, issue.10, pp.1737-1756, 2018.

C. Martin, C. Hamard, and R. Kanaan, Causes of death in French cystic fibrosis patients: The need for improvement in transplantation referral strategies!, J Cyst Fibros, vol.15, issue.2, pp.204-212, 2016.