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Automatic stratification of gliomas into WHO 2016 molecular subtypes using diffusion-weighted imaging and a pre-trained deep neural network

Author:Julia Cluceru  Yannet Interian  Joanna Phillips  Devika Nair  Susan Chang  Paula Alcaide-Leon  Javier Villanueva-Meyer  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:0425  

Room Live Q&A Session:Tuesday Parallel 2  

Computer-aided detection and segmentation of brain metastases in MRI for stereotactic radiosurgery via a deep learning ensemble

Author:Zijian Zhou  Jeremiah Sanders  Jason Johnson  Tina Briere  Mark Pagel  Jing Li  Jingfei Ma  

Institution:The University of Texas MD Anderson Cancer 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:0421  

Room Live Q&A Session:Tuesday Parallel 2  

Fast multimodal image fusion with deep 3D convolutional networks for neurosurgical guidance – A preliminary study

Author:Jhimli Mitra  Soumya Ghose  David Mills  Lowell Smith  Sarah Frisken  Alexandra Golby  Thomas Foo  Desmond Yeo  

Institution:Brigham and Women's Hospital  General Electric Research  

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:0419  

Room Live Q&A Session:Tuesday Parallel 2  

Identifying Overall Survival in Glioblastoma Patients Using VASARI Features at 3T

Author:Banu Sacli-Bilmez  Zeynep Firat  Melih Topcuoglu  C. Kaan Yaltirik  Ugur Türe  Esin Ozturk-Isik  

Institution:Bogazici University  Yeditepe 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:0422  

Room Live Q&A Session:Tuesday Parallel 2  

IDH1 genotype prediction in lower-grade gliomas: a machine learning study with VASARI and ADC radiomics

Author:Shiteng Suo  Mengqiu Cao  Xiaoqing Wang  Wei Yang  Jianrong Xu  Yan Zhou  

Institution:Guangdong Provincial Key Laboratory of Medical Image Processing, School of Biomedical Engineering, Southern Medical University  Renji Hospital, School of Medicine, Shanghai Jiao Tong 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:0424  

Room Live Q&A Session:Tuesday Parallel 2  

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  

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  

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  

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