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MRI-based radiomics analysis for differentiating subtypes of glioma

Author:Jing Zhang  Yanghong Ou  Shuangfeng Dai  

Institution:Huiying Medical Technology Co., Ltd.  Lanzhou University Second Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1722  

Room Live Q&A Session:

MRI-based Radiomics as a Predictive Biomarker of Survival in High Grade Gliomas Treated with Chimeric Antigen Receptor T-Cell Therapy

Author:Sohaib Naim  Chi Wong  Eemon Tizpa  Hannah Young  Kimberly Bonjoc  Seth Hilliard  Aleksandr Filippov  Saman Khan  Christine Brown  Behnam Badie  Ammar Chaudhry  

Institution:City of Hope National Medical Center  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Emerging AI Applications in Neuro-Oncology  

Program Number:0426  

Room Live Q&A Session:Tuesday Parallel 2  

Multi-level fiber tracking: evaluation on clinical data

Author:Andrey Zhylka  Nico Sollmann  Alberto De Luca  Daniel Krahulec  Marcel Breeuwer  Alexander Leemans  Josien Pluim  

Institution:Klinikum rechts der Isar, Technische Universität München  Eindhoven University of Technology  Philips Healthcare  University Medical Center Utrecht  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Diffusion Imaging  

Program Number:1746  

Room Live Q&A Session:

Multimodal MRI to aid prediction of low-grade glioma growth characteristics

Author:Franklyn Howe  Timothy Jones  Philip Rich  Jordan Colman  Guang Yang  Felix Raschke  Venus Liang  Alex Denley  Thomas Barrick  

Institution:Ashford and St Peter's Hospitals NHS Foundation Trust  Imperial College  OncoRay—National Center for Radiation Research in Oncology  St George's University Hospitals NHS Foundation Trust  St George's, University of London  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Brain Tumour: Quantitative MR Imaging  

Program Number:0415  

Room Live Q&A Session:Tuesday Parallel 2  

Multiparametric MRI Texture Analysis in Prediction of Genetic Biomarkers in Patients with Brain Glioma

Author:Shingo Kihira  Nadejda Tsankova  Adam Bauer  Yu Sakai  Nicole Zubizarreta  Jane Houldsworth  Fahad Khan  Adilia Hormigo  Constantinos Hadjipanayis  Kambiz Nael  

Institution:Icahn School of Medicine at Mount Sinai  Kaiser Permanente Fontana Medical Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1728  

Room Live Q&A Session:

Non-invasive separation of low and high grade gliomas with diffusion kurtosis decomposition (DKD)

Author:Sirui Li  Wenbo Sun  Yuan Zheng  Qing Wei  Samo Lasic  Shihong Han  Shuheng Zhang  Danielle van Westen  Karin Bryskhe  Daniel Topgaard  Haibo Xu  

Institution:Lund University  Random Walk Imaging  UIH America, Inc.  United Imaging Healthcare  Zhongnan Hospital of Wuhan University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Diffusion Imaging  

Program Number:1734  

Room Live Q&A Session:

Pharmacokinetic analysis of DCE-MRI in pituitary adenoma: evaluation of tumor consistency and comparison with histological collagen content

Author:Kiyohisa Kamimura  Masanori Nakajo  Tomohide Yoneyama  Manisha Bohara  Yoshihiko Fukukura  Shingo Fujio  Takashi Iwanaga  Hiroshi Imai  Marcel Nickel  Takashi Yoshiura  

Institution:Kagoshima University Graduate School of Medical and Dental Sciences  Kagoshima University Hospital  Siemens Healthcare  Siemens Healthcare K.K.  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Brain Tumour: Quantitative MR Imaging  

Program Number:0412  

Room Live Q&A Session:Tuesday Parallel 2  

Pixel-wise and regional comparison of a low flip angle, single-dose versus moderate flip angle, double-dose DSC-MRI protocol

Author:Laura Bell  Leland Hu  Yuxiang Zhou  Kathleen Schmainda  Jerrold Boxerman  C. Quarles  

Institution:Barrow Neurological Institute  Mayo Clinic  Medical College of Wisconsin53226  Rhode Island Hospital and Alpert Medical School of Brown University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Perfusion & Permeability Imaging  

Program Number:1706  

Room Live Q&A Session:

Prediction of high-grade glioma prognosis based on radiomics features of tumor and peritumoral edema areas from magnetic resonance imaging

Author:YiXin HU  Lan Li  JiuQuan Zhang  jianqing sun  

Institution:Chongqing University Cancer Hospital & Chongqing Cancer Institute & Chongqing Cancer Hospital  Philips Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1729  

Room Live Q&A Session:

A preliminary study on predicting the ACTH&GH hormone immunohistochemistry typing of pituitary macroadenoma based on Radiomics DCE-MRI

Author:Yangyingqiu Liu  yanwei miao  Ailian Liu  Qingwei Song  Bing Wu  

Institution:First affiliated Hospital of dalian medical University  GE Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1725  

Room Live Q&A Session:

Preoperative assessment of stiffness and tumor-brain adhesion in schwannoma and meningioma patients and its comparison with surgical findings

Author:Prateek Kalra  Varun Varadarajan  Michael Harris  Ashonti Harper  Omar Mohamed  Oliver Adunka  Daniel Prevedello  Arunark Kolipaka  

Institution:Ohio State University Wexner Medical Center  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Brain Tumour: Quantitative MR Imaging  

Program Number:0410  

Room Live Q&A Session:Tuesday Parallel 2  

Preoperative Proliferation Prediction of Pituitary Macroadenoma Based on Radiomics Analysis on DCE-MRI

Author:Yangyingqiu Liu  yanwei miao  Ailian Liu  Qingwei Song  Lizhi Xie  

Institution:First affiliated Hospital of dalian medical University  GE Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Perfusion & Permeability Imaging  

Program Number:1713  

Room Live Q&A Session:

Quantification of meningioma-brain adhesion using MR-elastography based slip interface imaging

Author:Ziying Yin  Xin Lu  Salomon Cohen Cohen  Yi Sui  Armando Manduca  Jamie Van Gompel  Richard Ehman  John III Huston  

Institution:Mayo Clinic  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Brain Tumour: Quantitative MR Imaging  

Program Number:0411  

Room Live Q&A Session:Tuesday Parallel 2  

Quantitative analysis of MR perfusion imaging in diagnosis and differential diagnosis of alveolar echinococcosis and brain metastases

Author:Jian Wang  Xin Gao  Chunhui Jiang  Jundi Liu  

Institution:The First Affiliated Hospital of Xinjiang Medical University, Urumqi, China  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Perfusion & Permeability Imaging  

Program Number:1704  

Room Live Q&A Session:

A radiomic signature for predicting recurrence of FLAIR abnormality in glioblastomas using multi-modal MRI

Author:Tanay Chougule  Rakesh Gupta  Jitender Saini  Shaleen Agarwal  Rana Patir  Madhura Ingalhalikar  

Institution:Fortis Hospital  National Institute of Mental Health and Neurosciences  Symbiosis International University  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Emerging AI Applications in Neuro-Oncology  

Program Number:0420  

Room Live Q&A Session:Tuesday Parallel 2  

Radiomics approach in preoperative differentiation of prolactinoma and non-prolactinoma pituitary adenomas

Author:Rushi Chen  Yan Bai  Mengke Wang  Feng Qin  Menghuan Zhang  Xueping Zhang  Shang Wang  Yongchao Zhao  Ting Fang  Xinhui Wang  Huan Zhao  Li Mao  Xiuli Li  Meiyun Wang  

Institution:Deepwise AI Lab  Henan provincial people's Hospital  Henan provincial people's Hospital& Zhengzhou University People’s Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1724  

Room Live Q&A Session:

Radiomics features from APTw MRI improve the diagnostic performance of structural MRI in early response assessment of malignant gliomas

Author:Shanshan Jiang  Pengfei Guo  Hye-Young Heo  John Laterra  Charles Eberhart  Michael Lim  Peter van Zijl  Jinyuan Zhou  

Institution:Johns Hopkins University  Kennedy Krieger Institute  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour  

Program Number:1693  

Room Live Q&A Session:

Radiomics features of magnetic resonance images as novel predictive factors of bone invasion in meningiomas

Author:Jing Zhang  jianqing sun  Guojing Zhang  Yuntai Cao  Junlin Zhou  

Institution:Lanzhou University Second Hospital  Philips Healthcare, Shanghai  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1721  

Room Live Q&A Session:

A radiomics model for preoperative prediction of brain invasion in meningioma based on MRI

Author:Jing Zhang  kuan Yao  Zhenyu Liu  Junlin Zhou  Guojing Zhang  Yuntai Cao  

Institution:CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing  Lanzhou University Second Hospital  School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1720  

Room Live Q&A Session:

Radiomics profiling identifies the incremental value of MRI features to key molecular biomarkers for risk stratification of high-grade gliomas

Author:Guoqiang Yang  Shuaitong Zhang  Xiaochun Wang  Yan Tan  Jingwei Wei  Xiaoxu Chen  Jie Tian  Hui Zhang  

Institution:First Clinical Medical College, Shanxi Medical University  Institute of Automation, Chinese Academy of Sciences  School of Economics and Management, Shanxi University  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Brain Tumour: Metabolic & Biomarker Imaging  

Program Number:0401  

Room Live Q&A Session:Tuesday Parallel 2  

Response prediction of the vestibular schwannoma after gamma-knife radiosurgery using DCE-MRI: preliminary results after 1-year follow-up.

Author:Inpyeong Hwang  Seung Hong Choi  Jin Wook Kim  Roh-Eul Yoo  Koung Mi Kang  Tae Jin Yun  Ji-hoon Kim  Chul-Ho Sohn  

Institution:Seoul National University Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Perfusion & Permeability Imaging  

Program Number:1705  

Room Live Q&A Session:

An RNN and Autoencoder-based Deep Learning Approach for Detecting Brain Metastases in MRI

Author:Shuyang Zhang  Min Zhang  Xinhua Cao  Geoffrey S Young  Xiaoyin Xu  

Institution:Boston Children’s Hospital  Brigham and Women's Hospital and Harvard Medical School  University of Michigan-Ann Arbor  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Emerging AI Applications in Neuro-Oncology  

Program Number:0418  

Room Live Q&A Session:Tuesday Parallel 2  

Simultaneous Fast and Slow DCE: temporal multiresolution and spatial high resolution T1 dynamics of the whole brain from a single continuous scan

Author:Ingomar Gutmann  Julia Furtner  Gregor Kasprian  Gerhard Krexner  Daniela Prayer  Patrick Thurner  

Institution:Medical University Vienna  University of Vienna  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Perfusion & Permeability Imaging  

Program Number:1711  

Room Live Q&A Session:

Sodium MRI at 7 Tesla as quantitative biomarker to assess tumor heterogeneity and histologic subtypes in glioma patients

Author:Daniel Paech  Sebastian Regnery  Nicolas Behl  Tanja Platt  Nina Weinfurtner  Mark Ladd  Jürgen Debus  Sebastian Adeberg  Heinz-Peter Schlemmer  

Institution:German Cancer Research Center  University Hospital Heidelberg  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Brain Tumour: Metabolic & Biomarker Imaging  

Program Number:0402  

Room Live Q&A Session:Tuesday Parallel 2  

Statistical multiscale mapping of IDH1, MGMT, and microvascularity in human brain tumors from multiparametric MR and registered core biopsy

Author:Jason Parker  Emily Diller  Sha Cao  Jeremy Nelson  Kristen Yeom  Chang Ho  Robert Lober  

Institution:Dayton Children's Hospital  Indiana University School of Medicine  Lucile Salter Packard Children’s Hospital and Stanford University Medical Center  Purdue University  University of Texas Health San Antonio  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Brain Tumour: Quantitative MR Imaging  

Program Number:0409  

Room Live Q&A Session:Tuesday Parallel 2  

Stereotactic tissue sampling and T1-, T2-relaxometry compared with ADC for tissue cell density quantification in gliomas imaging

Author:Manabu Kinoshita  Masato Uchikoshi  Souichiro Tateishi  Shohei Miyazaki  Mio Sakai  Tomohiko Ozaki  Katsunori Aasai  Yuya Fujita  Takahiro Matsuhashi  Yonehiro Kanemura  Eku Shimosegawa  Jun Hatazawa  Shin-ichi Nakatsuka  Haruhiko Kishima   N  

Institution:Canon Medical Systems Corporation  National Hospital Organization Osaka National Hospital  Osaka International Cancer Institute  Osaka University Graduate School of Medicine  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Brain Tumour: Quantitative MR Imaging  

Program Number:0408  

Room Live Q&A Session:Tuesday Parallel 2  

SWI changes in the dentate nucleus in high and low-grade brain stem neoplasms

Author:Kamlesh Jobanputra  Bhaswati Roy  Karuna Raj  Amit Agarwal  Frank Yu  

Institution:University of California at Los Angeles  University of Texas Southwestern Medical Center  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour  

Program Number:1702  

Room Live Q&A Session:

Texture-based radiomics of peritumoral tissue predict subsequent progression into cancer in Glioblastoma Multiforme

Author:Ike Zhang  Tim Duong  

Institution:Stony Brook University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Radiomics  

Program Number:1731  

Room Live Q&A Session:

Time-efficient method for detecting subtle blood-brain barrier leakage – a clinical feasibility study

Author:Paulien Voorter  Marieke van den Kerkhof  Daniëlle Eekers  Richard Canters  Wouter van Elmpt  Joost de Jong  Lisanne Canjels  Jacobus Jansen  Alida Postma  Walter Backes  

Institution:Eindhoven University of Technology  Maastricht University Medical Center  Maastricht University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Perfusion & Permeability Imaging  

Program Number:1710  

Room Live Q&A Session:

Track-density imaging (TDI): Evaluating the peritumoral white matter areas of glioblastoma

Author:Gao Ankang  Chen Qianqian  Zhu Jinxia  Stefan Huwer  Bai Jie  Cheng Jingliang  

Institution:Dept. of MRI, The First Affiliated Hospital of Zhengzhou University  MR Collaboration, Siemens Healthcare Ltd., Beijing, China  Siemens Healthcare GmbH, Erlangen, Germany  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Diffusion Imaging  

Program Number:1736  

Room Live Q&A Session:

Tumor Grading of Glioma by Histogram Analysis Based on Multiple Advanced Diffusion Models, including DTI, DKI, MAP-MRI and NODDI

Author:Gao Ankang  Zhang Huiting  Yang Guang  Wang Shaoyu  Yan Xu  Bai Jie  Cheng Jingliang  

Institution:Dept. of MRI, The First Affiliated Hospital of Zhengzhou University  Siemens Healthcare  Shanghai Key Laboratory of Magnetic Resonance, East China Normal University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Diffusion Imaging  

Program Number:1735  

Room Live Q&A Session:

Using anatomic and diffusion MRI with deep convolutional neural networks to distinguish treatment-induced injury from recurrent glioblastoma

Author:Julia Cluceru  Paula Alcaide-Leon  Valentina Pedoia  Joanna Phillips  Devika Nair  Yannet Interian  Susan Chang  Javier Villanueva-Meyer  Tracy Luks  Annette Molinaro  Mitchel Berger  Janine Lupo  

Institution:University of California San Francisco  USF  University of California San Francisco/University of California Berkeley  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Emerging AI Applications in Neuro-Oncology  

Program Number:0423  

Room Live Q&A Session:Tuesday Parallel 2  

The value of 3D ASL and DTI combined with conventional MRI features in differential diagnosis of hemangiopericytoma and angiomatous meningioma

Author:rui hu  yi jun wu  wen chen  ke hua zheng  dai zhong wang  lin xu  

Institution:taihe Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Diffusion Imaging  

Program Number:1744  

Room Live Q&A Session:

Value of quantitative dynamic contrast-enhanced MR imaging in analyzing microvascular permeability

Author:Li Xiang  Lihua Sun  Longsheng Wang  Yaqiong Ge  

Institution:GE Healthcare  The second affiliated Hospital of Anhui Medical University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Brain tumors  

Session Name:Brain Tumour: Perfusion & Permeability Imaging  

Program Number:1715  

Room Live Q&A Session:

Whole-tumor radiomics analysis of DKI and DTI may improve the prediction of genotypes for astrocytomas: a preliminary study

Author:Yan Tan  Wei Mu  Xiaochun Wang  Guoqiang Yang  Robert Gillies  Hui Zhang  

Institution:First Hospital of Shanxi Medical University  H. Lee Moffitt Cancer Center and Research Institute  Shanxi Medical University  

Session Type:Oral  

Session Live Q&A Date:Tuesday, 11 August 2020  

Topic:Brain tumors  

Session Name:Brain Tumour: Quantitative MR Imaging  

Program Number:0416  

Room Live Q&A Session:Tuesday Parallel 2