Machine learning in neuro-oncology: toward novel development fields

被引：0
作者：
Vincenzo Di Nunno
Mario Fordellone
Giuseppe Minniti
Sofia Asioli
Alfredo Conti
Diego Mazzatenta
Damiano Balestrini
Paolo Chiodini
Raffaele Agati
Caterina Tonon
Alicia Tosoni
Lidia Gatto
Stefania Bartolini
Raffaele Lodi
Enrico Franceschi
机构：
[1] AUSL Bologna,Oncology Department
[2] University of Campania “Luigi Vanvitelli”,Medical Statistics Unit
[3] University of Siena,Radiation Oncology Unit, Department of Medicine, Surgery and Neurosciences
[4] IRCCS Neuromed,Department of Biomedical and Neuromotor Sciences (DIBINEM)
[5] Alma Mater Studiorum University of Bologna,Programma Neurochirurgia Ipofisi
[6] IRCCS Istituto delle Scienze Neurologiche di Bologna, Pituitary Unit
[7] IRCCS Istituto delle Scienze Neurologiche di Bologna,Unit of Neurosurgery
[8] Bellaria Hospital,Radiotherapy Department
[9] AUSL Bologna,Programma Neuroradiologia con Tecniche ad elevata complessità
[10] IRCCS Istituto delle Scienze Neurologiche di Bologna,Department of Biomedical and Neuromotor Sciences
[11] University of Bologna,Functional and Molecular Neuroimaging Unit
[12] IRCCS Istituto delle Scienze Neurologiche Di Bologna,Nervous System Medical Oncology Department
[13] IRCCS Istituto delle Scienze Neurologiche di Bologna,undefined
来源：
Journal of Neuro-Oncology | 2022年 / 159卷
关键词：
Artificial intelligence; Deep learning; Machine learning; Brain tumors; Central nervous system malignancies;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：333 / 346
页数：13
相关论文
共 50 条
[21]   Imaging Criteria in Neuro-oncology [J].
Nowosielski, Martha ;
Wen, Patrick Y. .
SEMINARS IN NEUROLOGY, 2018, 38 (01) :24-31
[22]   Artificial intelligence in neuro-oncology [J].
Nakhate, Vihang ;
Gonzalez Castro, L. Nicolas .
FRONTIERS IN NEUROSCIENCE, 2023, 17
[23]   Ethical issues in neuro-oncology [J].
Newton, HB ;
Malkin, MG .
SEMINARS IN NEUROLOGY, 1997, 17 (03) :219-226
[24]   Advances in neuro-oncology imaging [J].
Langen, Karl-Josef ;
Galldiks, Norbert ;
Hattingen, Elke ;
Shah, Nadim Jon .
NATURE REVIEWS NEUROLOGY, 2017, 13 (05) :279-289
[25]   Therapeutic Options in Neuro-Oncology [J].
Afonso, Mariana ;
Brito, Maria Alexandra .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (10)
[26]   Emerging Trends in Artificial Intelligence in Neuro-Oncology [J].
Chadha, Saahil ;
Sritharan, Durga V. ;
Hager, Thomas ;
D'Souza, Rahul ;
Aneja, Sanjay .
CURRENT ONCOLOGY REPORTS, 2025,
[27]   Editorial: Methods in neuro-oncology and neurosurgical oncology [J].
Zoli, Matteo ;
Acker, Gueliz .
FRONTIERS IN ONCOLOGY, 2023, 13
[28]   Radiomic Based Machine Learning Performance for a Three Class Problem in Neuro-Oncology: Time to Test the Waters? [J].
Priya, Sarv ;
Liu, Yanan ;
Ward, Caitlin ;
Le, Nam H. ;
Soni, Neetu ;
Pillenahalli Maheshwarappa, Ravishankar ;
Monga, Varun ;
Zhang, Honghai ;
Sonka, Milan ;
Bathla, Girish .
CANCERS, 2021, 13 (11)
[29]   Future directions of operative neuro-oncology [J].
Rennert, Robert C. ;
Santiago-Dieppa, David R. ;
Figueroa, Javier ;
Sanai, Nader ;
Carter, Bob S. .
JOURNAL OF NEURO-ONCOLOGY, 2016, 130 (02) :377-382
[30]   Can Deep Learning Replace Gadolinium in Neuro-Oncology? A Reader Study [J].
Ammari, Samy ;
Bone, Alexandre ;
Balleyguier, Corinne ;
Moulton, Eric ;
Chouzenoux, Emilie ;
Volk, Andreas ;
Menu, Yves ;
Bidault, Francois ;
Nicolas, Francois ;
Robert, Philippe ;
Rohe, Marc-Michel ;
Lassau, Nathalie .
INVESTIGATIVE RADIOLOGY, 2022, 57 (02) :99-107
12345