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Texture analysis of mean apparent propagator-magnetic resonance imaging in distinguishing glioblastoma and solitary brain metastasis

Author:Guohua Zhao  Yizhou Su  Yusong Lin  Jie Dong  Eryuan Gao  Xiaoyue MA  Jie Bai  Huiting Zhang  Xu Yan  Guang Yang  Jingliang Cheng  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2115  

Room Session:Exhibition Halls D/E  

Institution :Collaborative Innovation Center for Internet Healthcare  MR Scientific Marketing, Siemens Healthineers  School of Information Engineering, North China University of Water Resources and Electric Power  Shanghai Key Laboratory of Magnetic Resonance, East Ch  

Radiomics and Machine Learning for Prediction of Relapsed and Refractory Primary Central Nervous System Lymphoma

Author:Yan-Lin Liu  Ching-Chung Ko  Yang Zhang  Lee-Ren Yeh  Jeon-Hor Chen  Min-Ying Su  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2116  

Room Session:Exhibition Halls D/E  

Institution :E-DA Hospital, I-Shou University  Chi Mei Medical Center  University of California  Chia Nan University of Pharmacy and Science  

Grading brain astrocytoma using convolutional neural network: contrast-enhanced T1 and susceptibility-weighted imaging

Author:Zong-Ze Chen  Yong-Han Lai  Ching-An Liao  Teng-Yi Huang  Ping-Hong Lai  Tzu-Chao Chuang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2117  

Room Session:Exhibition Halls D/E  

Institution :National Sun Yat-Sen University  National Taiwan University of Science and Technology  Kaohsiung Veterans General Hospital  National Yang-Ming University  

The application value of Radiomics combined with clinical features and genomics in predicting glioma survival

Author:Jinlong He  Yang Gao  Shaoyu Wang  Huapeng Zhang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2118  

Room Session:Exhibition Halls D/E  

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

Prediction of glioma genotypes by APTw-derived radiomic features combined with deep learning networks

Author:Xinying Ren  Diaohan Xiong  Yujing Li  Kai Ai  Jing Zhang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2119  

Room Session:Exhibition Halls D/E  

Institution :Lanzhou University Second Hospital  Philips Healthcare  Second Clinical School, Lanzhou University  

The Value of Multiparametric MRI-based Radiomics Features in Distinguishing Primary Central Nervous System Lymphoma from High-grade Glioma

Author:Shao zhang  Zhi Chen  Xiao Chen  Zhuo Wang  Shi Liu  Yun Zhou  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 II  

Program Number:2120  

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  

Evaluation of relaxometry in differentiating recurrence and necrosis of high-grade glioma after radiotherapy using synthetic MR

Author:LIU YANLING  CUI YUELONG  NIU ZHEN  GUO JINXIA  ZHANG SHASHA  ZHANG JUNLI  WANG YONG  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2121  

Room Session:Exhibition Halls D/E  

Institution :Anyang District Hospital  GE Healthcare  

Nosological images of brain tumor MV-MRS 3T data based on classifiers trained with SV-MRS 1.5T data, a proof-of-concept

Author:Gulnur Ungan  Albert Pons-Escoda  Daniel Ulinic  Carles Arus  Alfredo Vellido  Margarida Julia-Sape  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2122  

Room Session:Exhibition Halls D/E  

Institution :Centro de Investigacion Biomedica en Red (CIBER)  Hospital de Bellvitge  Universitat Autonoma de Barcelona  Universitat Politecnica de Catalunya  

Synthesize conventional MRI Sequences by Generative Adversarial Networks with only T2 for Use in a Multisequence gliomas classification Model

Author:Diaohan Xiong  Xinying Ren  Yujing Li  Rui Wang  Kai Ai  Jing Zhang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2123  

Room Session:Exhibition Halls D/E  

Institution :Lanzhou University Second Hospital  Philips Healthcare  

Boosting The Deep Learning Performance in Predicting IDH Mutation in Gliomas Using Multiparametric MRI Including SWI, FLAIR and CE-T1WI

Author:Sena Azamat  Buse Buz-Yalug  Alpay Ozcan  Ayça Ersen Danyeli  Necmettin Pamir  Alp Dinçer  Koray Ozduman  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2124  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Bogazici University  Basaksehir Cam and Sakura City Hospital  

Automatic Segmentation of Vasculature in DCE-MRI of Brain Tumors and its Influence in Grading

Author:Anshika Kesari  Virendra Yadav  Raufiya Jafari  Rakesh Gupta  Rana Patir  Sandeep Vaishya  Sunita Ahlawat  Anup Singh  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2125  

Room Session:Exhibition Halls D/E  

Institution :Fortis Memorial Research Institute  Indian Institute of Technology Delhi  All India Institute of Medical Sciences  

Histogram model of MRI arteriolar blood volume in detecting subclinical recurrence of high-grade glioma after chemoradiotherapy

Author:Yuankui Wu  Zhousan Huang  Yingxia Huang  Mingxi Li  Haimei Cao  Guanglong Huang  Hao Zhang  Yikai Xu  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2126  

Room Session:Exhibition Halls D/E  

Institution :Department of Medical Imaging, Nanfang Hospital, Southern Medical University  Department of Neurosurgery, Nanfang Hospital, Southern Medical University  

Automated Fiber Quantification Predicts Motor Weakness in Patients Following Resection of Primary and Metastatic Brain Lesions

Author:George Glenn  Sneha Mannam  Chibueze Nwagwu  Subir Goyal  Gustavo Pradilla  Edjah Nduom  Jeffery Olson  David Bray  Hoang Kimberly  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2127  

Room Session:Exhibition Halls D/E  

Institution :Emory University  

Multiparametric MRI-based fusion radiomics for preoperatively predicting TERT promoter mutation status and survival in glioblastoma patients

Author:Hongbo Zhang  Hanwen Zhang  Beibei Zhou  Yuze Zhang  Lei Wu  Yi Lei  Biao Huang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2128  

Room Session:Exhibition Halls D/E  

Institution :Department of Radiology, The First Af?liated Hospital of Shenzhen University, Health Science Center, Shenzhen Second People's Hospital  Department of Radiology,The Seventh Af?liated Hospital, Sun Yat-sen University  Guangdong Provincial Key Laboratory of  

An investigation into the derangement of the linear relationship between 1/T1 and1/H2O in brain tumours

Author:Dennis Thomas  Ralf Deichmann  Elke Hattingen  Seyma Alcicek  Ulrich Pilatus  Katharina Wenger  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2129  

Room Session:Exhibition Halls D/E  

Institution :5 Brain Imaging Center, Goethe University  Institute of Neuroradiology, University Hospital Frankfurt  University Cancer Center Frankfurt (UCT), Frankfurt  Frankfurt Cancer Institute (FCI)  German Cancer Research Center (DKFZ) and German Cancer Consortium  

Attention Deep-Shallow Network (ADSN): A Deep Learning Model for IDH and TERTp Mutation Detection in Gliomas using 1H-MRS

Author:Abdullah Bas  Banu Sacli-Bilmez  Ayca Danyeli  Ozge Can  Koray Ozduman  Alp Dincer  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2130  

Room Session:Exhibition Halls D/E  

Institution :Brain Tumor Research Group, Acibadem University  Institute of Biomedical Engineering, Bogazici University  Department of Biomedical Engineering, Acibadem University  Department of Medical Pathology, Acibadem University  Department of Neurosurgery, Acibade  

Comparative Evaluation of Metabolite Composition in Brain Tumor Epilepsy Patients

Author:Natasha Najam  Steven Tobochnik  Huijin Liao  Sanghoon Kim  Jong Lee  Alexander Lin  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2131  

Room Session:Exhibition Halls D/E  

Institution :Brigham and Women's Hospital , Harvard Medical School,  Brigham and Women's Hospital , Harvard Medical School  

Autopsy-based radio-pathomic maps of tumor probability delineate tumor presence within radiological segmentations

Author:Samuel Bobholz  Allison Lowman  Savannah Duenweg  Aleksandra Winiarz  Margaret Stebbins  Fitzgerald Kyereme  Jennifer Connelly  Dylan Coss  Wade Mueller  Mohit Agarwal  Anjishnu Banerjee  Peter LaViolette  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2132  

Room Session:Exhibition Halls D/E  

Institution :Medical College of Wisconsin  

Quantitative MRI for radiation oncology patients with head and neck squamous cell carcinoma

Author:Bruno Madore  Jeffrey Guenette  Jonathan Schoenfeld  Evangelia Kaza  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2133  

Room Session:Exhibition Halls D/E  

Institution :BWH, Harvard Medical School  

Identification of NF2 loss in meningiomas using T2-weighted MRI and Deep Learning

Author:Abdullah Bas  Ayca Danyeli  Ozge Can  Koray Ozduman  Alp Dincer  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

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

Program Number:2134  

Room Session:Exhibition Halls D/E  

Institution :Brain Tumor Research Group, Acibadem University  Institute of Biomedical Engineering, Bogazici University  Department of Biomedical Engineering, Acibadem University  Department of Medical Pathology, Acibadem University  Department of Neurosurgery, Acibade