Diagnostic and Interventional Imaging

Artificial intelligence algorithm in brain - head and neck imaging: a special collection

Édité par

Douraïed Ben Salem
Philippe Soyer
Panicos Kyriacou
Julien Ognard

Dernière mise à jour le 28 février 2023

In this special issue, nominated articles from Journal of Neuroradiology, Diagnostic and Interventional Imaging, Biomedical Signal Processing and Control, and Neuroscience Informatics, are presented to raise important points in regard to artificial intelligence algorithm in brain - head and neck imaging. Discover the different concepts behind machine learning, radiomics to familiarize yourself with these techniques and reckon the applications and field of research proposed.

Diagnostic and Interventional Imaging
- ·Detecting abnormal thyroid cartilages on CT using deep learning
  
  Pagina :251-257
  
  M. Santin, C. Brama, H. Théro, E. Ketheeswaran, I. El-Karoui, F. Bidault, R. Gillet, P. Gondim Teixeira, A. Blum
  Riassunto Riassunto Mappa Mappa
- ·A primer for understanding radiology articles about machine learning and deep learning
  
  Pagina :765-770
  
  Takeshi Nakaura, Toru Higaki, Kazuo Awai, Osamu Ikeda, Yasuyuki Yamashita
  Riassunto Riassunto Mappa Mappa
- ·Artificial intelligence to predict clinical disability in patients with multiple sclerosis using FLAIR MRI
  
  Pagina :795-802
  
  P. Roca, A. Attye, L. Colas, A. Tucholka, P. Rubini, S. Cackowski, J. Ding, J.-F. Budzik, F. Renard, S. Doyle, E.L. Barbier, I. Bousaid, R. Casey, S. Vukusic, N. Lassau, S. Verclytte, F. Cotton, OFSEP Investigators, Steering Committee, Investigators, Imaging group, B. Brochet, R. Casey, F. Cotton, J. De Sèze, P. Douek, F. Guillemin, D. Laplaud, C. Lebrun-Frenay, L. Mansuy, T. Moreau, J. Olaiz, J. Pelletier, C. Rigaud-Bully, B. Stankoff, S. Vukusic, R. Marignier, M. Debouverie, G. Edan, J. Ciron, A. Ruet, N. Collongues, C. Lubetzki, P. Vermersch, P. Labauge, G. Defer, M. Cohen, A. Fromont, S. Wiertlewsky, E. Berger, P. Clavelou, B. Audoin, C. Giannesini, O. Gout, E. Thouvenot, O. Heinzlef, A. Al-Khedr, B. Bourre, O. Casez, P. Cabre, A. Montcuquet, A. Créange, J.-P. Camdessanché, J. Faure, A. Maurousset, I. Patry, K. Hankiewicz, C. Pottier, N. Maubeuge, C. Labeyrie, C. Nifle, R. Ameli, R. Anxionnat, A. Attye, E. Bannier, C. Barillot, D. Ben Salem, M.-P. Boncoeur-Martel, F. Bonneville, C. Boutet, J.-C. Brisset, F. Cervenanski, B. Claise, O. Commowick, J.-M. Constans, P. Dardel, H. Desal, Vincent Dousset, F. Durand-Dubief, J.-C. Ferre, E. Gerardin, T. Glattard, S. Grand, T. Grenier, R. Guillevin, C. Guttmann, A. Krainik, S. Kremer, S. Lion, N. Menjot de Champfleur, L. Mondot, O. Outteryck, N. Pyatigorskaya, J.-P. Pruvo, S. Rabaste, J.-P. Ranjeva, J.-A. Roch, J.C. Sadik, D. Sappey-Marinier, J. Savatovsky, J.-Y. Tanguy, A. Tourbah, T. Tourdias
  Riassunto Riassunto Mappa Mappa
- ·Automatic cervical lymphadenopathy segmentation from CT data using deep learning
  
  Pagina :675-681
  
  Adele Courot, Diana L.F. Cabrera, Nicolas Gogin, Loic Gaillandre, Geoffrey Rico, Jules Zhang-Yin, Mickael Elhaik, François Bidault, Imad Bousaid, Nathalie Lassau
  Riassunto Riassunto Mappa Mappa
Journal of Neuroradiology
- ·Radiological classification of dementia from anatomical MRI assisted by machine learning-derived maps
  
  Pagina :412-418
  
  Pierre Chagué, Béatrice Marro, Sarah Fadili, Marion Houot, Alexandre Morin, Jorge Samper-González, Paul Beunon, Lionel Arrivé, Didier Dormont, Bruno Dubois, Marc Teichmann, Stéphane Epelbaum, Olivier Colliot
  Riassunto Riassunto Mappa Mappa
- ·Tumor radiomics signature for artificial neural network-assisted detection of neck metastasis in patient with tongue cancer
  
  Pagina :213-218
  
  Yi-Wei Zhong, Yin Jiang, Shuang Dong, Wen-Jie Wu, Ling-Xiao Wang, Jie Zhang, Ming-Wei Huang
  Riassunto Riassunto Mappa Mappa
- ·Leveraging artificial intelligence in ischemic stroke imaging
  
  Pagina :343-351
  
  Omid Shafaat, Joshua D. Bernstock, Amir Shafaat, Vivek S. Yedavalli, Galal Elsayed, Saksham Gupta, Ehsan Sotoudeh, Haris I. Sair, David M. Yousem, Houman Sotoudeh
  Riassunto Riassunto Mappa Mappa
- ·Dense, deep learning-based intracranial aneurysm detection on TOF MRI using two-stage regularized U-Net
  
  Pagina :9-15
  
  Frédéric Claux, Maxime Baudouin, Clément Bogey, Aymeric Rouchaud
  Riassunto Riassunto Mappa Mappa
Neuroscience Informatics
- ·Optimal acquisition sequence for AI-assisted brain tumor segmentation under the constraint of largest information gain per additional MRI sequence
  
  Articolo :100053
  
  Raphael M. Kronberg, Dziugas Meskelevicius, Michael Sabel, Markus Kollmann, Christian Rubbert, Igor Fischer
  Riassunto Riassunto Mappa Mappa
- ·Dynamic architecture based deep learning approach for glioblastoma brain tumor survival prediction
  
  Articolo :100062
  
  Disha Sushant Wankhede, R. Selvarani
  Riassunto Riassunto Mappa Mappa
- ·Alzheimer's disease detection from structural MRI using conditional deep triplet network
  
  Articolo :100066
  
  Maysam Orouskhani, Chengcheng Zhu, Sahar Rostamian, Firoozeh Shomal Zadeh, Mehrzad Shafiei, Yasin Orouskhani
  Riassunto Riassunto Mappa Mappa
- ·Comparative study of radiologists vs machine learning in differentiating biopsy-proven pseudoprogression and true progression in diffuse gliomas
  
  Articolo :100088
  
  Sevcan Turk, Nicholas C. Wang, Omer Kitis, Shariq Mohammed, Tianwen Ma, Remy Lobo, John Kim, Sandra Camelo-Piragua, Timothy D. Johnson, Michelle M. Kim, Larry Junck, Toshio Moritani, Ashok Srinivasan, Arvind Rao, Jayapalli R. Bapuraj
  Riassunto Riassunto Mappa Mappa

Artificial intelligence algorithm in brain - head and neck imaging: a special collection

Diagnostic and Interventional Imaging

Journal of Neuroradiology

Neuroscience Informatics

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