USING CONVOLUTIONAL NEURAL NETWORKS TO IDENTIFY COMMON MOLECULAR ALTERATIONS IN PEDIATRIC BRAIN TUMORS

被引:0
|
作者
Free, Taylor [1 ]
Moore, Jonathon [2 ]
Taras, Michael [2 ]
Ganapathy, Shankar [1 ]
Sreedher, Gayathri [1 ]
Wright, Erin [1 ]
机构
[1] Akron Childrens Hosp, Akron, OH USA
[2] Recurrent Hlth, Akron, OH USA
关键词
D O I
10.1093/neuonc/noae064.342
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
IMG-05
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Detection and diagnosis of brain tumors using deep learning convolutional neural networks
    Gurunathan, Akila
    Krishnan, Batri
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2021, 31 (03) : 1174 - 1184
  • [2] Classifying Brain Tumors on Magnetic Resonance Imaging by Using Convolutional Neural Networks
    Gomez-Guzman, Marco Antonio
    Jimenez-Beristain, Laura
    Garcia-Guerrero, Enrique Efren
    Lopez-Bonilla, Oscar Roberto
    Tamayo-Perez, Ulises Jesus
    Esqueda-Elizondo, Jose Jaime
    Palomino-Vizcaino, Kenia
    Inzunza-Gonzalez, Everardo
    ELECTRONICS, 2023, 12 (04)
  • [3] An Ensemble Transfer Learning Model for Brain Tumors Classification using Convolutional Neural Networks
    Sterniczuk, Bartosz
    Charytanowicz, Malgorzata
    ADVANCES IN SCIENCE AND TECHNOLOGY-RESEARCH JOURNAL, 2024, 18 (08) : 204 - 216
  • [4] Segmenting brain tumors from FLAIR MRI using fully convolutional neural networks
    Lorenzo, Pablo Ribalta
    Nalepa, Jakub
    Bobek-Billewicz, Barbara
    Wawrzyniak, Pawel
    Mrukwa, Grzegorz
    Kawulok, Michal
    Ulrych, Pawel
    Hayball, Michael R.
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2019, 176 : 135 - 148
  • [5] Performance of convolutional neural networks for the classification of brain tumors using magnetic resonance imaging
    Reyes, Daniel
    Sanchez, Javier
    HELIYON, 2024, 10 (03)
  • [6] Classification of orbital tumors using convolutional neural networks
    Esraa Allam
    Abdel-Badeeh M. Salem
    Marco Alfonse
    Neural Computing and Applications, 2024, 36 : 6025 - 6035
  • [7] Segmentation of glioma tumors using convolutional neural networks
    Anitha, R.
    Raja, D. Siva Sundhara
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2017, 27 (04) : 354 - 360
  • [8] Classification of orbital tumors using convolutional neural networks
    Allam, Esraa
    Salem, Abdel-Badeeh M.
    Alfonse, Marco
    NEURAL COMPUTING & APPLICATIONS, 2024, 36 (11): : 6025 - 6035
  • [9] Detection of Fingerprint Alterations Using Deep Convolutional Neural Networks
    Shehu, Yahaya Isah
    Ruiz-Garcia, Ariel
    Palade, Vasile
    James, Anne
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2018, PT I, 2018, 11139 : 51 - 60
  • [10] Global molecular alterations involving recurrence or progression of pediatric brain tumors
    Chen, Fengju
    Chandrashekar, Darshan S.
    Scheurer, Michael E.
    Varambally, Sooryanarayana
    Creighton, Chad J.
    NEOPLASIA, 2022, 24 (01): : 22 - 33