Augmentation of MRI Multi-Sequence Radiomics Data to Improve Brain Tumor Classification

被引:0
|
作者
Ogden, K. [1 ]
Salastekar, N. [1 ]
LaBella, D. [1 ]
Chakraborty, A. [1 ]
Oakes, E. [2 ]
Mangla, R. [1 ]
机构
[1] SUNY Upstate Med Univ, Syracuse, NY 13210 USA
[2] Syracuse Univ, Syracuse, NY USA
关键词
D O I
暂无
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
PO-GePV-I-
引用
下载
收藏
页码:E564 / E564
页数:1
相关论文
共 50 条
  • [41] Ensemble learning-based radiomics with multi-sequence magnetic resonance imaging for benign and malignant soft tissue tumor differentiation
    Lee, Seungeun
    Lee, So-Yeon
    Jung, Joon-Yong
    Nam, Yoonho
    Jeon, Hyeon Jun
    Jung, Chan-Kwon
    Shin, Seung-Han
    Chung, Yang-Guk
    PLOS ONE, 2023, 18 (05):
  • [42] A multi-institutional meningioma MRI dataset for automated multi-sequence image segmentation
    Labella, Dominic
    Khanna, Omaditya
    McBurney-Lin, Shan
    Mclean, Ryan
    Nedelec, Pierre
    Rashid, Arif S.
    Tahon, Nourel hoda
    Altes, Talissa
    Baid, Ujjwal
    Bhalerao, Radhika
    Dhemesh, Yaseen
    Floyd, Scott
    Godfrey, Devon
    Hilal, Fathi
    Janas, Anastasia
    Kazerooni, Anahita
    Kent, Collin
    Kirkpatrick, John
    Kofler, Florian
    Leu, Kevin
    Maleki, Nazanin
    Menze, Bjoern
    Pajot, Maxence
    Reitman, Zachary J.
    Rudie, Jeffrey D.
    Saluja, Rachit
    Velichko, Yury
    Wang, Chunhao
    Warman, Pranav I.
    Sollmann, Nico
    Diffley, David
    Nandolia, Khanak K.
    Warren, Daniel, I
    Hussain, Ali
    Fehringer, John Pascal
    Bronstein, Yulia
    Deptula, Lisa
    Stein, Evan G.
    Taherzadeh, Mahsa
    Portela de Oliveira, Eduardo
    Haughey, Aoife
    Kontzialis, Marinos
    Saba, Luca
    Turner, Benjamin
    Bruesseler, Melanie M. T.
    Ansari, Shehbaz
    Gkampenis, Athanasios
    Weiss, David Maximilian
    Mansour, Aya
    Shawali, Islam H.
    SCIENTIFIC DATA, 2024, 11 (01)
  • [43] A Multi-scale Multiple Sclerosis Lesion Change Detection in a Multi-sequence MRI
    Cheng, Myra
    Galimzianova, Alfiia
    Lesjak, Ziga
    Spiclin, Ziga
    Lock, Christopher B.
    Rubin, Daniel L.
    DEEP LEARNING IN MEDICAL IMAGE ANALYSIS AND MULTIMODAL LEARNING FOR CLINICAL DECISION SUPPORT, DLMIA 2018, 2018, 11045 : 353 - 360
  • [44] Response to the letter to the editor on the article: radiomics nomogram based on optimal VOI of multi-sequence MRI for predicting microvascular invasion in intrahepatic cholangiocarcinoma
    Qing Wang
    Xianling Qian
    Xijuan Ma
    Baoxin Qian
    Xin Lu
    Yibing Shi
    La radiologia medica, 2024, 129 : 818 - 821
  • [45] Radiomics models based on multi-sequence MRI for preoperative evaluation of MUC4 status in pancreatic ductal adenocarcinoma: a preliminary study
    Deng, Yan
    Li, Yong
    Wu, Jia-Long
    Zhou, Ting
    Tang, Meng-Yue
    Chen, Yong
    Zuo, Hou-Dong
    Tang, Wei
    Chen, Tian-Wu
    Zhang, Xiao-Ming
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2022, 12 (11) : 5129 - +
  • [46] Computerized Classification Method for Molecular Subtypes in Glioma with Multi-Scale 3D-Attention Branch Networks Analyzing Multi-Sequence Brain MRI Images
    Tanaka D.
    Hizukuri A.
    Nakayama R.
    Kusuda K.
    Masamune K.
    Muragaki Y.
    IEEJ Transactions on Electronics, Information and Systems, 2023, 143 (05) : 539 - 545
  • [47] Response to the letter to the editor on the article: radiomics nomogram based on optimal VOI of multi-sequence MRI for predicting microvascular invasion in intrahepatic cholangiocarcinoma
    Wang, Qing
    Qian, Xianling
    Ma, Xijuan
    Qian, Baoxin
    Lu, Xin
    Shi, Yibing
    RADIOLOGIA MEDICA, 2024, 129 (05): : 818 - 821
  • [48] Radiomics models based on multi-sequence MRI for preoperative evaluation of MUC4 status in pancreatic ductal adenocarcinoma: a preliminary study
    Deng, Yan
    Li, Yong
    Wu, Jia-Long
    Zhou, Ting
    Tang, Meng-Yue
    Chen, Yong
    Zuo, Hou -Dong
    Tang, Wei
    Chen, Tian -Wu
    Zhang, Xiao-Ming
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2022, : 5129 - 5139
  • [49] Multi-sequence texture analysis in classification of in vivo MR images of the prostate
    Duda, Dorota
    Kretowski, Marek
    Mathieu, Romain
    de Crevoisier, Renaud
    Bezy-Wendling, Johanne
    BIOCYBERNETICS AND BIOMEDICAL ENGINEERING, 2016, 36 (04) : 537 - 552
  • [50] Improved EM-based tissue segmentation and partial volume effect quantification in multi-sequence brain MRI
    Dugas-Phocion, G
    Ballester, MAG
    Malandain, G
    Lebrun, C
    Ayache, N
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2004, PT 1, PROCEEDINGS, 2004, 3216 : 26 - 33