PREDICTION OF PCFDNA LEVELS, PROGRESSION-FREE SURVIVAL, AND OVERALL SURVIVAL THROUGH MACHINE-LEARNING MODELS BASED ON MRI-DERIVED RADIOMIC FEATURES IN PATIENTS WITH NEWLY DIAGNOSED GLIOBLASTOMA

被引:0
|
作者
Nocera, G. [1 ,2 ,3 ,4 ]
Pecco, N. [1 ,2 ,3 ]
Pieri, V [1 ,5 ]
Palazzo, L. [1 ,5 ]
D'Oria, F. [1 ]
Della Rosa, P. [2 ,3 ]
Bailo, M. [4 ]
Finocchiaro, G. [5 ]
Mortini, P. [1 ,4 ]
Falini, A. [1 ,2 ,3 ]
Filippi, M. [1 ,5 ]
Berzero, G. [1 ,5 ]
Castellano, A. [1 ,2 ,3 ]
机构
[1] Univ Vita Salute San Raffaele, Milan, Italy
[2] IRCCS San Raffaele Hosp, Dept Neuroradiol, Milan, Italy
[3] IRCCS San Raffaele Hosp, CERMAC, Milan, Italy
[4] IRCCS San Raffaele Hosp, Dept Neurosurg & Gamma Knife Radiosurg, Milan, Italy
[5] IRCCS San Raffaele Hosp, Dept Neurol, Milan, Italy
关键词
D O I
10.1093/neuonc/noae144.200
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
引用
收藏
页码:V61 / V61
页数:1
相关论文
共 50 条
  • [21] Shape features predicting intrahepatic progression-free and overall survival for SBRT treated HCC patients using radiomics and deep learning based survival models
    Wei, Lise
    Jiang, Jue
    Veeraraghavan, Harini
    El Naqa, Issam
    CLINICAL CANCER RESEARCH, 2021, 27 (05)
  • [22] Nomograms integrating CT radiomic and deep learning signatures to predict overall survival and progression-free survival in NSCLC patients treated with chemotherapy
    Chang, Runsheng
    Qi, Shouliang
    Wu, Yanan
    Yue, Yong
    Zhang, Xiaoye
    Qian, Wei
    CANCER IMAGING, 2023, 23 (01)
  • [23] Nomograms integrating CT radiomic and deep learning signatures to predict overall survival and progression-free survival in NSCLC patients treated with chemotherapy
    Runsheng Chang
    Shouliang Qi
    Yanan Wu
    Yong Yue
    Xiaoye Zhang
    Wei Qian
    Cancer Imaging, 23
  • [24] Machine-Learning-Derived Nomogram Based on 3D Radiomic Features and Clinical Factors Predicts Progression-Free Survival in Lung Adenocarcinoma
    Liu, Guixue
    Xu, Zhihan
    Zhang, Yaping
    Jiang, Beibei
    Zhang, Lu
    Wang, Lingyun
    de Bock, Geertruida H.
    Vliegenthart, Rozemarijn
    Xie, Xueqian
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [25] Functional diffusion maps (fDMs) evaluated before and after radiochemotherapy predict progression-free and overall survival in newly diagnosed glioblastoma
    Ellingson, Benjamin M.
    Cloughesy, Timothy F.
    Zaw, Taryar
    Lai, Albert
    Nghiemphu, Phioanh L.
    Harris, Robert
    Lalezari, Shadi
    Wagle, Naveed
    Naeini, Kourosh M.
    Carrillo, Jose
    Liau, Linda M.
    Pope, Whitney B.
    NEURO-ONCOLOGY, 2012, 14 (03) : 333 - 343
  • [26] Progression-Free but No Overall Survival Benefit for Adult Patients with Bevacizumab Therapy for the Treatment of Newly Diagnosed Glioblastoma: A Systematic Review and Meta-Analysis
    Kaka, Nagham
    Hafazalla, Karim
    Samawi, Haider
    Simpkin, Andrew
    Perry, James
    Sahgal, Arjun
    Das, Sunit
    CANCERS, 2019, 11 (11)
  • [27] Machine-learning based radiogenomics analysis of MRI features and metagenes in glioblastoma multiforme patients with different survival time
    Liao, Xin
    Cai, Bo
    Tian, Bin
    Luo, Yilin
    Song, Wen
    Li, Yinglong
    JOURNAL OF CELLULAR AND MOLECULAR MEDICINE, 2019, 23 (06) : 4375 - 4385
  • [28] Audencel Immunotherapy Based on Dendritic Cells Has No Effect on Overall and Progression-Free Survival in Newly Diagnosed Glioblastoma: A Phase II Randomized Trial
    Buchroithner, Johanna
    Erhart, Friedrich
    Pichler, Josef
    Widhalm, Georg
    Preusser, Matthias
    Stockhammer, Gunther
    Nowosielski, Martha
    Iglseder, Sarah
    Freyschlag, Christian E.
    Oberndorfer, Stefan
    Bordihn, Karin
    von Campe, Gord
    Hoffermann, Markus
    Ruckser, Reinhard
    Roessler, Karl
    Spiegl-Kreinecker, Sabine
    Fischer, Michael B.
    Czech, Thomas
    Visus, Carmen
    Krumpl, Guenther
    Felzmann, Thomas
    Marosi, Christine
    CANCERS, 2018, 10 (10)
  • [29] Prognostic significance of sarcopenia diagnosed based on the anthropometric equation for progression-free survival and overall survival in patients with colorectal cancer
    Xie, Hailun
    Wei, Lishuang
    Gao, Shunhui
    Liu, Mingxiang
    Liang, Yanren
    Yuan, Guanghui
    Wang, Qiwen
    Xu, Yansong
    Tang, Shuangyi
    Gan, Jialiang
    FRONTIERS IN NUTRITION, 2023, 10
  • [30] Angiogenesis inhibitors effects on overall survival and progression-free survival in newly diagnosed primary glioblastoma multiforme: a meta-analysis of twelve randomized clinical trials
    Motamed-Sanaye, Ali
    Mortezaei, Ali
    Afshari, Amir R.
    Saadatian, Zahra
    Faraji, Amir H.
    Sheehan, Jason P.
    Mokhtari, Ali Mohammad
    JOURNAL OF NEURO-ONCOLOGY, 2025, 171 (02) : 313 - 328