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Predicting Adult-type Diffuse Gliomas Grade: A Comparison of Four Radiomics-based Diffusion Prediction Models

Author:Peng Wang  Jinlong He  Qiong Wu  Shenghui Xie  Lixin Weng  Shaoyu Wang  Huapeng Zhang  Yang Song  Yang Gao  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1958  

Room Session:Exhibition Halls D/E  

Institution :Affiliated Hospital of Inner Mongolia Medical University  Inner Mongolia Medical University  Siemens Healthineers  

A Subregion-based RadioFusionOmics Model Discriminates between Grade 4 Astrocytoma and Glioblastoma on Multisequence MRI

Author:Ruili Wei  Xinrui Pang  Ye Wang  Fangrong Liang  Yongzhou Xu  Ruimeng Yang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1959  

Room Session:Exhibition Halls D/E  

Institution :Department of Radiology, Guangzhou First People's Hospital  Philips Healthcare  

Prediction of brain invasion in meningioma by preoperative MRI based on U-NET and DenseNet convolutional neural network

Author:Juan Yu  Yujian Liu  Kan Deng  Fan Lin  Guanghui Yue  Jie Du  Liangping Luo  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1960  

Room Session:Exhibition Halls D/E  

Institution :Philips Healthcare  Shenzhen Second People's Hospital  Shenzhen University  The First Affiliated Hospital of Jinan University  

MRI histogram analysis of tumor-infiltrating CD8+ T cell levels in patients with glioblastoma

Author:Caiqiang Xue  Qing Zhou  Junlin Zhou  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1961  

Room Session:Exhibition Halls D/E  

Institution :Lanzhou University Second Hospital  

Radiomics Based on Diffusion and Perfusion MRI Image: New Prognostic Biomarkers in PCNSL patients

Author:Liu LI  Jun Zhang  Lin Ma  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1962  

Room Session:Exhibition Halls D/E  

Institution :Department of Radiology, The First Medical Center, Chinese PLA General Hospital  

Histogram model of DCE-MRI in predicting progression of enhancing non-measurable disease after chemoradiotherapy in high-grade glioma

Author:Haimei Cao  Zhousan Huang  Ruowei Qiu  Zhiyong Li  Kan Deng  Jay J Pillai  Guanglong Huang  Yikai Xu  Jun Hua  Yuankui Wu  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1963  

Room Session:Exhibition Halls D/E  

Institution :Department of Medical Imaging, Nanfang Hospital, Southern Medical University  Department of Neurosurgery, Nanfang Hospital, Southern Medical University  Division of Neuroradiology, Russell H. Morgan Department of Radiology and Radiological Science, Johns  

Deep Learning-based noise reduction for advanced brain MR imaging: Application to quantitative biomarkers in brain tumors

Author:Clement Debacker  Geoffroy Pouliquen  Sylvain Charron  Anna Fayolle  Valentin Prevost  Wolter de Graaf  Alexandre Roux  Johan Pallud  Catherine Oppenheim  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1964  

Room Session:Exhibition Halls D/E  

Institution :Canon Medical Systems Corporation  Canon Medical Systems Europe  GHU Paris Psychiatrie et Neurosciences, Site Sainte-Anne  Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266  

Histogram analysis based on T2 mapping can predict the molecular markers in meningiomas

Author:Zongye Li  Yijie Yang  Yue Zhang  Yanhong Lin  Xiao Wang  Yuchuan Zhuang  Qinqin Yang  Eryuan Gao  Yanan Ren  Yong Zhang  Shuhui Cai  Zhong Chen  Congbo Cai  Jingliang Cheng  Jianfeng Bao  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1965  

Room Session:Exhibition Halls D/E  

Institution :the first affiliated hospital of zhengzhou university  University of Rochester  Xiamen University  

MRI-Based Radiomics Approach with Deep Learning for Distinguishing IDH-Mutant from IDH Wild-type Grade-4 Astrocytomas

Author:Seyyed Ali Hosseini  Elahe Hosseini  Isaac Shiri  Ghasem Hajianfar  Stijn Servaes  Pedro Rosa-Neto  Laiz Godoy  Stephen Bagley  MacLean Nasrallah  Donald O’Rourke  Suyash Mohan  SANJEEV CHAWLA  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1966  

Room Session:Exhibition Halls D/E  

Institution :Geneva University Hospital  Iran University of Medical Science  Kharazmi University  McGill University  Perelman School of Medicine at The University of Pennsylvania  The McGill University Research Centre for Studies in Aging, Douglas Hospital,McGill Univ  

Radiogenomic-based model identifies prognostic-related biological pathways in diffuse midline gliomas

Author:Xiaorui Su  Xibiao Yang  Shuang Li  Hanbing Shao  Yukun Liu  Qiang Yue  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1967  

Room Session:Exhibition Halls D/E  

Institution :West China Hospital of Sichuan University  West China School of Medicine &West China Hospital  

The Value of Multi-parametric MRI-Based Radiomics Model in Predicting the IDH1 Mutation in Glioma

Author:Shao zhang  Zhi Chen  Xiao Chen  Zhuo Wang  Yun Zhou  Shi Liu  Ruo Zhang  Yu Xiong  Bing Chen  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1968  

Room Session:Exhibition Halls D/E  

Institution :Clinical medicine school of Ningxia Medical University  Department of Radiology ,the First Hospital Affiliated to Hainan Medical College  Department of Radiology, General Hospital of Ningxia Medical University  GE Healthcare  

Multi-Parametric MRI-based radiomics for noninvasively predicting Tert genotype in Oligodendroglomas

Author:Jun Zhao  Tiejun Gan  Xiaoai Ke  Wanjun Hu  Qing Zhou  Jing Zhang  Junlin Zhou  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1969  

Room Session:Exhibition Halls D/E  

Institution :Lanzhou University Second Hospital  

Glioma grading using multiparametric MRI: head-to-head comparison among four different advanced techniques

Author:Minkook Seo  Yangsean Choi  Youn Soo Lee  Kook-Jin Ahn  Bum-soo Kim  Jae-Sung Park  Sin-soo Jeon  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1970  

Room Session:Exhibition Halls D/E  

Institution :Seoul St. Mary's Hospital  

A clini-radiomics model based magnetic resonance imaging for differentiating fibroblastic from non-fibroblastic meningioma

Author:Tao Han  Xianwang Liu  Junlin Zhou  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1971  

Room Session:Exhibition Halls D/E  

Institution :Lanzhou University Second Hospital  

The Association of Peritumoral Vasculature Radiomics of Lung Cancer Brain Metastasis with Patient Outcome after Radiosurgery

Author:Chien-Yi Liao  Cheng-Chia Lee  Huai-Che Yang  Wen-Yuh Chung  Hsiu-Mei Wu  Wan-Yuo Guo  Ren-Shyan Liu  Chia-Feng Lu  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1972  

Room Session:Exhibition Halls D/E  

Institution :Department of Medical Imaging, Cheng-Hsin General Hospital, Taipei, Taiwan  Department of Neurosurgery, Neurological Institute, Taipei Veteran General Hospital, Taipei, Taiwan  Department of Radiology, Taipei Veteran General Hospital, Taipei, Taiwan  Nati  

The efficacy of preoperative MRI features in the diagnosis of meningioma WHO grade and brain invasion

Author:Jun Jiang  Juan Yu  Xiajing Liu  Kan Deng  Fan Lin  Liangping Luo  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1973  

Room Session:Exhibition Halls D/E  

Institution :Philips Healthcare  Shenzhen Second People's Hospital  The First Affiliated Hospital of Jinan University  

Correlation of MRI Radiomics Features and Recurrence After Gamma Knife Treatment in Parasagittal and Falx Meningiomas

Author:Esra Sümer  O Artunç Türe  Meriç Sengöz  M Necmettin Pamir  Alp Dinçer  Koray Özduman  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1974  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Bogaziçi University  

Prediction of Astrocytoma Pathological Grade Using Radiomics Extracted from Pre-operative Multiparametric MRI

Author:Esra Sümer  Ayça Ersen Danyeli  M. Necmettin Pamir  Koray Özduman  Alp Dinçer  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1975  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Bogaziçi University  

Histogram-based analysis of recurrence pattern correlations with MGMT methylation status in glioblastoma using synthetic MRI and 3D-ASL

Author:Pei Dang  Xueying Huang  Xin Ge  Lidong Wang  Aijun Wang  Minglei Wang  Xuhong Yang  Yuhui Xiong  Xiaodong Wang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1976  

Room Session:Exhibition Halls D/E  

Institution :GE Healthcare MR Research  General Hospital of Ningxia Medical University  Lanzhou University  Ningxia Medical University  Yinchuan Hospital of Traditional Chinese Medicine