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Automatic segmentation, classification, and follow-up of optic pathway gliomas using deep learning and fuzzy c-means clustering based on MRI.
Artzi, Moran; Gershov, Sapir; Ben-Sira, Liat; Roth, Jonathan; Kozyrev, Danil; Shofty, Ben; Gazit, Tomer; Halag-Milo, Tali; Constantini, Shlomi; Ben Bashat, Dafna.
Affiliation
  • Artzi M; Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Tel Aviv, 6423906, Israel.
  • Gershov S; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel.
  • Ben-Sira L; Sagol School of Neuroscience, Tel Aviv University, Tel Aviv, 6997801, Israel.
  • Roth J; The Iby and Aladar, Fleischman Faculty of Engineering, Tel Aviv University, Tel Aviv, 6997801, Israel.
  • Kozyrev D; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel.
  • Shofty B; Division of Radiology, Tel Aviv Sourasky Medical Center, Tel Aviv, 6423906, Israel.
  • Gazit T; The Gilbert Israeli Neurofibromatosis Center, Tel Aviv Sourasky Medical Center, Tel Aviv, 6423906, Israel.
  • Halag-Milo T; Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, 6997801, Israel.
  • Constantini S; The Gilbert Israeli Neurofibromatosis Center, Tel Aviv Sourasky Medical Center, Tel Aviv, 6423906, Israel.
  • Ben Bashat D; Department of Pediatric Neurosurgery, Tel Aviv Sourasky Medical Center, Tel Aviv, 6423906, Israel.
Med Phys ; 47(11): 5693-5701, 2020 Nov.
Article in En | MEDLINE | ID: mdl-32969025

Full text: 1 Database: MEDLINE Main subject: Deep Learning / Glioma Type of study: Guideline / Observational_studies / Prognostic_studies / Screening_studies Limits: Child / Humans Language: En Journal: Med Phys Year: 2020 Type: Article Affiliation country: Israel

Full text: 1 Database: MEDLINE Main subject: Deep Learning / Glioma Type of study: Guideline / Observational_studies / Prognostic_studies / Screening_studies Limits: Child / Humans Language: En Journal: Med Phys Year: 2020 Type: Article Affiliation country: Israel