Training and validation of a deep learning U-net architecture general model for automated segmentation of inner ear from CT

Authors: Jonathan Lim, Aurore Abily, Douraïed Ben Salem, Loïc Gaillandre, Arnaud Attye, Julien Ognard

Source: European Radiology Experimental, Vol 8, Iss 1, Pp 1-13 (2024)

Subject Terms: Artificial intelligence, Ear (inner), Image processing (computer-assisted), Neural networks (computer), Tomography (x-ray computed), Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/2509-9280

Access URL: https://doaj.org/article/331e061e1dd54784a9e86b9f4d8f17f0

Midlife dynamics of white matter architecture in lexical production

Authors: Guichet, Clément, Roger, Élise, Attyé, Arnaud, Achard, Sophie, Mermillod, Martial, Baciu, Monica

Source: In Neurobiology of Aging December 2024 144:138-152

Improving rehabilitation of deaf patients by advanced imaging before cochlear implantation

Authors: Quatre, Raphaële, Schmerber, Sébastien, Attyé, Arnaud

Source: In Journal of Neuroradiology March 2024 51(2):145-154

Tumor or not a tumor: Pitfalls and differential diagnosis in neuro-oncology

Authors: Grand, S. ^*, Nedunchelian, M., Charara, S., Demaison, R., Jean, C., Galloux, A., Kastler, A., Attye, A., Berthet, C., Krainik, A.

Source: In Revue Neurologique June 2023 179(5):378-393

Individualised profiling of white matter organisation in moderate-to-severe traumatic brain injury patients

Authors: Clemente, Adam, Attyé, Arnaud, Renard, Félix, Calamante, Fernando, Burmester, Alex, Imms, Phoebe, Deutscher, Evelyn, Akhlaghi, Hamed, Beech, Paul, Wilson, Peter H, Poudel, Govinda, Domínguez D, Juan F., Caeyenberghs, Karen

Source: In Brain Research 1 May 2023 1806

Increased signal intensity with delayed post contrast 3D-FLAIR MRI sequence using constant flip angle and long repetition time for inner ear evaluation

Authors: Osman, Samir, Hautefort, Charlotte, Attyé, Arnaud, Vaussy, Alexis, Houdart, Emmanuel, Eliezer, Michael

Source: In Diagnostic and Interventional Imaging April 2022 103(4):225-229

MRI characteristics of intralabyrinthine schwannoma on post-contrast 4 h-delayed 3D-FLAIR imaging

Authors: Poillon, Guillaume, Horion, Julien, Daval, Mary, Bouccara, Didier, Hautefort, Charlotte, Housset, Juliette, Levy, Daniel, Purcell, Yvonne, Savatovsky, Julien, Toupet, Michel, Attyé, Arnaud, Eliezer, Michael

Source: In Diagnostic and Interventional Imaging March 2022 103(3):171-176

Leveraging manifold learning techniques to explore white matter anomalies: An application of the TractLearn pipeline in epilepsy

Authors: Roger, E. ^{a, ⁎}, Attyé, A. ^{b, c}, Renard, F. ^c, Baciu, M. ^a

Source: In NeuroImage: Clinical 2022 36

Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?

Authors: Schilling, Kurt G., Rheault, François, Petit, Laurent, Hansen, Colin B., Nath, Vishwesh, Yeh, Fang-Cheng, Girard, Gabriel, Barakovic, Muhamed, Rafael-Patino, Jonathan, Yu, Thomas, Fischi-Gomez, Elda, Pizzolato, Marco, Ocampo-Pineda, Mario, Schiavi, Simona, Canales-Rodríguez, Erick J., Daducci, Alessandro, Granziera, Cristina, Innocenti, Giorgio, Thiran, Jean-Philippe, Mancini, Laura, Wastling, Stephen, Cocozza, Sirio, Petracca, Maria, Pontillo, Giuseppe, Mancini, Matteo, Vos, Sjoerd B., Vakharia, Vejay N., Duncan, John S., Melero, Helena, Manzanedo, Lidia, Sanz-Morales, Emilio, Peña-Melián, Ángel, Calamante, Fernando, Attyé, Arnaud, Cabeen, Ryan P., Korobova, Laura, Toga, Arthur W., Vijayakumari, Anupa Ambili, Parker, Drew, Verma, Ragini, Radwan, Ahmed, Sunaert, Stefan, Emsell, Louise, De Luca, Alberto, Leemans, Alexander, Bajada, Claude J., Haroon, Hamied, Azadbakht, Hojjatollah, Chamberland, Maxime, Genc, Sila, Tax, Chantal M.W., Yeh, Ping-Hong, Srikanchana, Rujirutana, Mcknight, Colin D., Yang, Joseph Yuan-Mou, Chen, Jian, Kelly, Claire E., Yeh, Chun-Hung, Cochereau, Jerome, Maller, Jerome J., Welton, Thomas, Almairac, Fabien, Seunarine, Kiran K, Clark, Chris A., Zhang, Fan, Makris, Nikos, Golby, Alexandra, Rathi, Yogesh, O'Donnell, Lauren J., Xia, Yihao, Aydogan, Dogu Baran, Shi, Yonggang, Fernandes, Francisco Guerreiro, Raemaekers, Mathijs, Warrington, Shaun, Michielse, Stijn, Ramírez-Manzanares, Alonso, Concha, Luis, Aranda, Ramón, Meraz, Mariano Rivera, Lerma-Usabiaga, Garikoitz, Roitman, Lucas, Fekonja, Lucius S., Calarco, Navona, Joseph, Michael, Nakua, Hajer, Voineskos, Aristotle N., Karan, Philippe, Grenier, Gabrielle, Legarreta, Jon Haitz, Adluru, Nagesh, Nair, Veena A., Prabhakaran, Vivek, Alexander, Andrew L., Kamagata, Koji, Saito, Yuya, Uchida, Wataru, Andica, Christina, Abe, Masahiro, Bayrak, Roza G., Wheeler-Kingshott, Claudia A.M. Gandini, D'Angelo, Egidio, Palesi, Fulvia, Savini, Giovanni, Rolandi, Nicolò, Guevara, Pamela, Houenou, Josselin, López-López, Narciso, Mangin, Jean-François, Poupon, Cyril, Román, Claudio, Vázquez, Andrea, Maffei, Chiara, Arantes, Mavilde, Andrade, José Paulo, Silva, Susana Maria, Calhoun, Vince D., Caverzasi, Eduardo, Sacco, Simone, Lauricella, Michael, Pestilli, Franco, Bullock, Daniel, Zhan, Yang, Brignoni-Perez, Edith, Lebel, Catherine, Reynolds, Jess E, Nestrasil, Igor, Labounek, René, Lenglet, Christophe, Paulson, Amy, Aulicka, Stefania, Heilbronner, Sarah R., Heuer, Katja, Chandio, Bramsh Qamar, Guaje, Javier, Tang, Wei, Garyfallidis, Eleftherios, Raja, Rajikha, Anderson, Adam W., Landman, Bennett A., Descoteaux, Maxime

Source: In NeuroImage November 2021 243

MRI diagnosis of saccular hydrops: Comparison of heavily-T2 FIESTA-C and 3D-FLAIR sequences with delayed acquisition

Authors: Eliezer, Michael, Poillon, Guillaume, Horion, Julien, Lelion, Phillipe, Gerardin, Emmanuel, Magne, Nicolas, Gillibert, André, Attyé, Arnaud

Source: In Journal of Neuroradiology November 2021 48(6):446-452

TractLearn: A geodesic learning framework for quantitative analysis of brain bundles

Authors: Attyé, Arnaud, Renard, Félix, Baciu, Monica, Roger, Elise, Lamalle, Laurent, Dehail, Patrick, Cassoudesalle, Hélène, Calamante, Fernando

Source: In NeuroImage June 2021 233

Tracking white-matter brain modifications in chronic non-bothersome acoustic trauma tinnitus

Authors: Jaroszynski, Chloé, Attyé, Arnaud, Job, Agnès, Delon-Martin, Chantal

Source: In NeuroImage: Clinical 2021 31

Artificial intelligence to predict clinical disability in patients with multiple sclerosis using FLAIR MRI

Authors: Brochet, B., Casey, R., Cotton, F., De Sèze, J., Douek, P., Guillemin, F., Laplaud, D., Lebrun-Frenay, C., Mansuy, L., Moreau, T., Olaiz, J., Pelletier, J., Rigaud-Bully, C., Stankoff, B., Vukusic, S., Marignier, R., Debouverie, M., Edan, G., Ciron, J., Ruet, A., Collongues, N., Lubetzki, C., Vermersch, P., Labauge, P., Defer, G., Cohen, M., Fromont, A., Wiertlewsky, S., Berger, E., Clavelou, P., Audoin, B., Giannesini, C., Gout, O., Thouvenot, E., Heinzlef, O., Al-Khedr, A., Bourre, B., Casez, O., Cabre, P., Montcuquet, A., Créange, A., Camdessanché, J.-P., Faure, J., Maurousset, A., Patry, I., Hankiewicz, K., Pottier, C., Maubeuge, N., Labeyrie, C., Nifle, C., Ameli, R., Anxionnat, R., Attye, A., Bannier, E., Barillot, C., Ben Salem, D., Boncoeur-Martel, M.-P., Bonneville, F., Boutet, C., Brisset, J.-C., Cervenanski, F., Claise, B., Commowick, O., Constans, J.-M., Dardel, P., Desal, H., Dousset, Vincent, Durand-Dubief, F., Ferre, J.-C., Gerardin, E., Glattard, T., Grand, S., Grenier, T., Guillevin, R., Guttmann, C., Krainik, A., Kremer, S., Lion, S., Menjot de Champfleur, N., Mondot, L., Outteryck, O., Pyatigorskaya, N., Pruvo, J.-P., Rabaste, S., Ranjeva, J.-P., Roch, J.-A., Sadik, J.C., Sappey-Marinier, D., Savatovsky, J., Tanguy, J.-Y., Tourbah, A., Tourdias, T., Roca, P., Colas, L., Tucholka, A., Rubini, P., Cackowski, S., Ding, J., Budzik, J.-F., Renard, F., Doyle, S., Barbier, E.L., Bousaid, I., Lassau, N., Verclytte, S.

Source: In Diagnostic and Interventional Imaging December 2020 101(12):795-802

MRI evaluation of the endolymphatic space in otosclerosis and correlation with clinical findings

Authors: Laine, J., Hautefort, C., Attye, A., Guichard, J.-P., Herman, P., Houdart, E., Fraysse, M.-J., Fraysse, B., Gillibert, A., Kania, R., Eliezer, M.

Source: In Diagnostic and Interventional Imaging September 2020 101(9):537-545

New OFSEP recommendations for MRI assessment of multiple sclerosis patients: Special consideration for gadolinium deposition and frequent acquisitions

Authors: Ameli, R., Anxionnat, R., Audoin, B., Attye, A., Bannier, E., Barillot, C., Ben Salem, D., Boncoeur-Martel, M.-P., Bonhomme, G., Bonneville, F., Boutet, C., Brisset, J.C., Cervenanski, F., Claise, B., Commowick, O., Constans, J.-M., Cotton, F., Dardel, P., Desal, H., Dousset, V., Durand-Dubief, F., Ferre, J.-C., Gaultier, A., Gerardin, E., Glattard, T., Grand, S., Grenier, T., Guillevin, R., Guttmann, C., Krainik, A., Kremer, S., Lion, S., Champfleur, N. Menjot De, Mondot, L., Outteryck, O., Pyatigorskaya, N., Pruvo, J.-P., Rabaste, S., Ranjeva, J.-P., Roch, J.-A., Sadik, J.-C., Sappey-Marinier, D., Savatovsky, J., Stankoff, B., Tanguy, J.-Y., Tourbah, A., Tourdias, T., Brochet, B., Casey, R., De Sèze, J., Douek, P., Guillemin, F., Laplaud, D., Lebrun-Frenay, C., Mansuy, L., Moreau, T., Olaiz, J., Pelletier, J., Rigaud-Bully, C., Vukusic, S., Debouverie, M., Edan, G., Ciron, J., Lubetzki, C., Vermersch, P., Labauge, P., Defer, G., Berger, E., Clavelou, P., Gout, O., Thouvenot, E., Heinzlef, O., Al-Khedr, A., Bourre, B., Casez, O., Cabre, P., Montcuquet, A., Créange, A., Camdessanché, J.-P., Bakchine, S., Maurousset, A., Patry, I., De Broucker, T., Pottier, C., Neau, J.-P., Labeyrie, C., Nifle, C., Brisset, Jean-Christophe, Kremer, Stephane, Hannoun, Salem, Bonneville, Fabrice, Durand-Dubief, Francoise, Tourdias, Thomas, Barillot, Christian, Guttmann, Charles, Vukusic, Sandra, Dousset, Vincent, Cotton, Francois

Source: In Journal of Neuroradiology June 2020 47(4):250-258

Machine learning assisted DSC-MRI radiomics as a tool for glioma classification by grade and mutation status

Authors: Carole H. Sudre, Jasmina Panovska-Griffiths, Eser Sanverdi, Sebastian Brandner, Vasileios K. Katsaros, George Stranjalis, Francesca B. Pizzini, Claudio Ghimenton, Katarina Surlan-Popovic, Jernej Avsenik, Maria Vittoria Spampinato, Mario Nigro, Arindam R. Chatterjee, Arnaud Attye, Sylvie Grand, Alexandre Krainik, Nicoletta Anzalone, Gian Marco Conte, Valeria Romeo, Lorenzo Ugga, Andrea Elefante, Elisa Francesca Ciceri, Elia Guadagno, Eftychia Kapsalaki, Diana Roettger, Javier Gonzalez, Timothé Boutelier, M. Jorge Cardoso, Sotirios Bisdas

Source: BMC Medical Informatics and Decision Making, Vol 20, Iss 1, Pp 1-14 (2020)

Subject Terms: Diagnostic machine learning, Glioma stratification, Isocitrate dehydrogenase, DSC-MRI, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s12911-020-01163-5; https://doaj.org/toc/1472-6947

Access URL: https://doaj.org/article/6f8c6866641948208d91614cb23c965a

The vestibular aqueduct sign: Magnetic resonance imaging can detect abnormalities in both ears of patients with unilateral Meniere's disease

Authors: Attyé, Arnaud ^⁎, Barma, Marion, Schmerber, Sébastien, Dumas, Georges, Eliezer, Michael, Krainik, Alexandre

Source: In Journal of Neuroradiology March 2020 47(2):174-179

Imagerie IRM de l’endolymphe : apport de la visualisation de l’utricule et du saccule dans la prise en charge des atteintes neurosensorielles de l’oreille

Authors: Attyé, A. ^*, Eliezer, M.

Source: In Annales françaises d’oto-rhino-laryngologie et de pathologie cervico-faciale February 2020 137(1):46-50

Endolymph magnetic resonance imaging: Contribution of saccule and utricle analysis in the management of patients with sensorineural ear disorders

Authors: Attyé, A., Eliezer, M.

Source: In European Annals of Otorhinolaryngology, Head and Neck diseases January 2020 137(1):47-51

Sensorineural hearing loss in patients with vestibular schwannoma correlates with the presence of utricular hydrops as diagnosed on heavily T2-weighted MRI

Authors: Eliezer, M., Poillon, G., Maquet, C., Gillibert, A., Horion, J., Marie, J.-P., Guichard, J.-P., Magne, N., Attyé, A.

Source: In Diagnostic and Interventional Imaging May 2019 100(5):259-268