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Artificial Intelligence for Predicting Pathological Complete Response to Neoadjuvant Chemotherapy from MRI and Prognostic Clinical Features

Author:Hongyi Duanmu  Pauline Huang  Srinidhi Brahmavar  Fusheng Wang  Tim Q Duong  

Institution:Stony Brook University  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Machine Learning  

Program Number:0267  

Room Live Q&A Session:Monday Parallel 5  

Characterization of CT-2A neurosphere-derived high-grade glioma in mice.

Author:Uwe Himmelreich  Matteo Riva  Sarah Belderbos  Roxanne Wouters  Akila Weerasekera  Thais Baert  Willy Gsell  An Coosemans  

Institution:University of Leuven  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0281  

Room Live Q&A Session:Monday Parallel 5  

A Comprehensive, Adaptive Approach for Shutter-Speed DCE-MRI Analyses of Heterogeneous Brain Tumor Data

Author:Ruiliang Bai  Bao Wang  Yinhang Jia  Zhaoqing Li  Yi-Cheng Hsu  Charles Springer Jr.  Yingchao Liu  

Institution:Oregon Health & Science University  Provincial Hospital Affiliated to Shandong University  Shandong University Qilu Hospital  Siemens Healthcare  Zhejiang University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0283  

Room Live Q&A Session:Monday Parallel 5  

Deuterium MRI imaging of xenografted tumors following in vivo deuterated water labeling

Author:Julian Assman  Jeffrey Brender  Don Farthing  Keita Saito  Kathrynne Warrick  Natella Maglakelidze  Hellmut Merkle  Murali Krishna  Ronald Gress  Nataliya Buxbaum  

Institution:National Cancer Institute, National Institutes of Health  National Institute of Neurological Disorders and StrokNational Institutes of Health  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Non-Proton & Exogenous Contrast  

Program Number:0270  

Room Live Q&A Session:Monday Parallel 5  

Dynamic Deuterium MRS Imaging of Brain Tumor with Enhanced Sensitivity and Spatiotemporal Resolution

Author:Xiao-Hong Zhu  Tao Wang  Yibo Zhao  Yudu Li  Rong Guo  Yi Zhang  Walter Low  Zhi-Pei Liang  Wei Chen  

Institution:Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign  CMRR, University of Minnesota  University of Minnesota  University of Illinois at Urbana-Champaign  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Non-Proton & Exogenous Contrast  

Program Number:0271  

Room Live Q&A Session:Monday Parallel 5  

Evaluating Noise Robustness of CNN-based Head&Neck Tumor Segmentations on Multiparametric MRI Data

Author:Lars Bielak  Nicole Wiedenmann  Arnie Berlin  Leonard Hägele  Thomas Lottner  Sebastian Gross  Anca-Ligia Grosu  Michael Bock  

Institution:Medical Center - University of Freiburg, Faculty of Medicine  The MathWorks, Inc.  German Cancer Consortium (DKTK), Partner Site Freiburg  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Machine Learning  

Program Number:0269  

Room Live Q&A Session:Monday Parallel 5  

Evaluating the sensitivity of ADC to childhood neuroblastoma pathology in vivo using Gaussian mixture modeling and computational pathology

Author:Konstantinos Zormpas-Petridis  Matthew Blackledge  Louis Chesler  Yinyin Yuan  Simon Robinson  Yann Jamin  

Institution:Institute of Cancer Research, London  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0292  

Room Live Q&A Session:Monday Parallel 5  

Extracellular pH Changes Induced by Immuno-Thermal Ablation in a Murine Colorectal Cancer Model

Author:Daniel Coman  Ryan Slovak  Fahmeed Hyder  Hyun Kim  

Institution:Yale University School of Medicine  University of Connecticut School of Medicine  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0288  

Room Live Q&A Session:Monday Parallel 5  

Hippocampal MR Spectroscopy show chronic metabolic effects following cranial radiotherapy in childhood cancer survivors

Author:Maria Ljungberg  Erik Fernström  Oscar Jalnefjord  Mikael Montelius  Thomas Björk-Eriksson  Marie Kalm  Marianne Jarfelt  

Institution:Institute of Clinical Sciences, Sahlgrenska Academy, Gothenburg University  Institute of Clinical Sciences Sahlgrenska Academy Gothenburg University  Institute of Clinical Sciences, Sahlgrenska Academy Gothenburg University  Institute of Clinical Science  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0284  

Room Live Q&A Session:Monday Parallel 5  

Identification of Sarcomatoid De-Differentiation in Renal Cell Carcinoma by Machine Learning on Multiparametric MRI

Author:Asim Mazin  Samuel Hawkins  Olya Stringfield  Jasreman Dhillon  Brandon Manley  Daniel Jeong  Natarajan Raghunand  

Institution:Moffitt Cancer Center  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Machine Learning  

Program Number:0266  

Room Live Q&A Session:Monday Parallel 5  

Imaging assessment of pancreatic ductal adenocarcinoma xenograft treated with hypoxia activated prodrug Evofosfamide

Author:Shun Kishimoto  Nallathamby Devasahayam  Yu Saida  Yasunori Otowa  Kazutoshi Yamamoto  Jeffrey Brender  Murali Krishna  

Institution:NCI  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0287  

Room Live Q&A Session:Monday Parallel 5  

Imaging hypoxia in head and neck cancer xenografts with oxygen-enhanced MRI

Author:Elise Lepicard  Jessica Boult  Yann Jamin  Konstantinos Zormpas-Petridis  Adam Featherstone  Carol Box  Rafal Panek  James O'Connor  Simon Robinson  

Institution:Institute of Cancer Research  Nottingham University Hospital  University of Manchester  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Non-Proton & Exogenous Contrast  

Program Number:0276  

Room Live Q&A Session:Monday Parallel 5  

The impact of radiomic feature reproducibility on a head and neck cancer radiotherapy response model: a comparison of two common analysis packages

Author:James Korte  Carlos Cardenas  Tomas Kron  Nicholas Hardcastle  Jihong Wang  Houda Bahig  Baher Elgohari  Laurence Court  Clifton Fuller  Sweet Ng  

Institution:Centre Hospitalier de l'Université de Montréal  Peter MacCallum Cancer Centre  The University of Texas MD Anderson Cancer Center  University of Texas MD Anderson Cancer Center  The University of Melbourne  University of Wollongong  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Machine Learning  

Program Number:0268  

Room Live Q&A Session:Monday Parallel 5  

In vivo fluorine-19 MRI of intracellular oximetry response to chimeric antigen receptor T cell therapy against glioma

Author:Fanny Chapelin  Wenlian Zhu  Benjamin Leach  Hideho Okada  Eric Ahrens  

Institution:University of California San Diego  University of California San Francisco  University of Kentucky  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Non-Proton & Exogenous Contrast  

Program Number:0273  

Room Live Q&A Session:Monday Parallel 5  

Lactate concentration from double quantum filtered (DQF) MRS in human breast tumour is associated with tumour grading and patient prognosis

Author:Sai Man Cheung  Ehab Husain  Yazan Masannat  Klaus Wahle  Steven Heys  Jiabao He  

Institution:Aberdeen Royal Infirmary  University of Aberdeen  University of Strathclyde  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0293  

Room Live Q&A Session:Monday Parallel 5  

Longitudinal 3D intratumoral evaluation of an anti-angiogenic tumor treatment using a Gd-nano liposomal contrast agent and MR micro angiography

Author:Nobuhiro Nitta  Yoichi Takakusagi  Daisuke Kokuryo  Sayaka Shibata  Akihiro Tomita  Tatsuya Higashi  Ichio Aoki  Masafumi Harada  

Institution:Fujita Health University School of Medicine  Kobe University  National Institutes for Quantum and Radiological Science and Technology  Tokushima University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0285  

Room Live Q&A Session:Monday Parallel 5  

Magnetization Transfer and Chemical Exchange Saturation Transfer in Glioblastoma at 1.5T: Comparison of Early and Late Tumor Progression

Author:Rachel Chan  Sten Myrehaug  Greg Stanisz  James Stewart  Mark Ruschin  Arjun Sahgal  Angus Lau  

Institution:Sunnybrook Health Sciences Centre, University of Toronto  Sunnybrook Research Institute  University of Toronto  Medical University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0282  

Room Live Q&A Session:Monday Parallel 5  

Mapping of exogenous choline uptake in brain tumors in vivo using Deuterium Metabolic Imaging (DMI)

Author:Kevan Ip  Monique Thomas  Akshay Khunte  Kevin Behar  Robin de Graaf  Henk De Feyter  

Institution:Yale University  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Non-Proton & Exogenous Contrast  

Program Number:0272  

Room Live Q&A Session:Monday Parallel 5  

A Multiscale, Multimodality Pipeline for “Image-based” Cancer Systems Biology

Author:Akanksha Bhargava  Manisha Aggarwal  Arvind Pathak  

Institution:Johns Hopkins University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0291  

Room Live Q&A Session:Monday Parallel 5  

Patient Specific Planning of Thermal Magnetic Resonance: An EMF Simulation Study in Realistic Glioblastoma Multiforme Models

Author:Eva Oberacker  Cecilia Diesch  Jacek Nadobny  Andre Kuehne  Thomas Eigentler  Pirus Ghadjar  Peter Wust  Thoralf Niendorf  

Institution:Charité Universitätsmedizin  Max Delbrück Center for Molecular Medicine in the Helmholtz Association  MRI.TOOLS GmbH  joint cooperation between the Charité Medical Faculty and the Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0280  

Room Live Q&A Session:Monday Parallel 5  

Presurgical Mapping in Brain Tumors with High-Speed Resting-State fMRI: Comparison with Task-fMRI and Intra-Operative Mapping

Author:Stefan Posse  Kishore Vakamudi  Bruno Sa De La Rocque Guimaraes  Rex Jung  Muhammad Chohan  

Institution:University of New Mexico  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0279  

Room Live Q&A Session:Monday Parallel 5  

Progressive site-directed therapy for oligo-progressive castration-resistant prostate cancer

Author:Soichiro Yoshida  Taro Takahara  Yuki Arita  Chikako Ishii  Kazuma Toda  Tsuyoshi Sakamoto  Toshiki Kijima  Minato Yokoyama  Junichiro Ishioka  Yoh Matsuoka  Kazutaka Saito  Ryoichi Yoshimura  Yasuhisa Fujii  

Institution:Advanced Imaging Center, Yaesu Clinic  Keio University School of Medicine  PixSpace, Ltd.  Tokai University School of Engineering  Tokyo Medical and Dental University  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0290  

Room Live Q&A Session:Monday Parallel 5  

Proof-of-principle for endogenous signal classification towards voxel-wise tumor detection using statistical machine learning

Author:Artur Hahn  Julia Krüwel-Bode  Yannis Seemann  Sarah Schuhegger  Johann Jende  Anja Hohmann  Volker Sturm  Ke Zhang  Sabine Heiland  Martin Bendszus  Michael Breckwoldt  Christian Ziener  Felix Kurz  

Institution:German Cancer Research Center (DKFZ)  Heidelberg University Hospital  University of Heidelberg  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Machine Learning  

Program Number:0264  

Room Live Q&A Session:Monday Parallel 5  

Quantitative Sodium MRI at 7T for the Early Efficacy Evaluation of Stereotactic Radiotherapy for Intracranial Tumors

Author:Zihao Zhang  Lichao Huang  Xubin Chai  Zhentao Zuo  Zhe Wang  Jing An  Longsheng Pan  Yan Zhuo  

Institution:Institute of Biophysics, Chinese Academy of Sciences  PLA General Hospital  Siemens Shenzhen Magnetic Resonance Ltd.  University of Chinese Academy of Sciences  CAS Center for Excellence in Brain Science and Intelligence Technology  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Non-Proton & Exogenous Contrast  

Program Number:0274  

Room Live Q&A Session:Monday Parallel 5  

Radial sampling and KWIC-reconstruction reduce motion artifacts and improve spatial resolution for DCE-MRI of mouse pancreatic cancer

Author:Jianbo Cao  Stephen Pickup  Hee Kwon Song  Rong Zhou  

Institution:University of Pennsylvania  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0286  

Room Live Q&A Session:Monday Parallel 5  

Radiomic features of cervical tumors: identifying volume thresholds for transition to a poor prognosis phenotype

Author:Benjamin Wormald  Thomas Ind  Nandita deSouza  

Institution:The Institute of Cancer Research  The Royal Marsden NHS FoundationTrust  St. Georges University Hospital  The Royal Marsden NHS Foundation Trust  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Machine Learning  

Program Number:0265  

Room Live Q&A Session:Monday Parallel 5  

Radiomics analysis for Characterizing Ovarian Tumor Based on a DCE-MRI Pharmacokinetic Protocol

Author:Xiao-li Song  Jia-Liang Ren  Kaiyu Wang  Jinliang Niu  

Institution:GE Healthcare, Beijing, China.  GE Healthcare, Beijing, China  Shanxi Medical University Second Affiliated Hospital  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Machine Learning  

Program Number:1243  

Room Live Q&A Session:Monday Parallel 5  

Triaging dense breast screening MR images using a dilated convolutional neural network

Author:Angelo Zuffianò  Bob de Vos  Jorrit Glastra  Pim Moeskops  Valerio Fortunati  Ivana Išgum  Tim Leiner  Carla van Gils  Wouter Veldhuis  

Institution:Amsterdam University Medical Center  Quantib  Utrecht University Medical Center  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Machine Learning  

Program Number:0263  

Room Live Q&A Session:Monday Parallel 5  

USPIO-enhanced MRI for pre-operative lymph node staging after neoadjuvant chemoradiotherapy in esophageal cancer

Author:Didi Gouw  John Hermans  Bastiaan Klarenbeek  Marnix Maas  Atsushi Nakamoto  Tom Scheenen  Camiel Rosman  

Institution:Osaka University Graduate School of Medicine  Radboudumc  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Non-Proton & Exogenous Contrast  

Program Number:0277  

Room Live Q&A Session:Monday Parallel 5  

USPIO-enhanced MRI for pre-operative lymph node staging in patients with pancreatic and periampullary carcinoma: a feasibility study

Author:Geke Litjens  Atsushi Nakamoto  Lodewijk Brosens  Erwin van Geenen  Marnix Maas  Mathias Prokop  Tom Scheenen  Patrik Zámecnik  Kees van Laarhoven  Jelle Barentsz  John Hermans  

Institution:Osaka University Graduate School of Medicine  Radboudumc  UMC Utrecht  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Non-Proton & Exogenous Contrast  

Program Number:0278  

Room Live Q&A Session:Monday Parallel 5  

Utilising preclinical 23Na MRI to probe the ionic microenvironment of breast cancer: developing novel diagnostics to probe treatment efficacy.

Author:Andrew James  Theresa Leslie  Marie-Christine Labarthe  Michaela Nelson  Frank Riemer  Gabrielle Baxter  Joshua Kaggie  Fiona Gilbert  William Brackenbury  Aneurin Kennerley  

Institution:Haukeland University Hospital  University of Cambridge  University of York  

Session Type:Oral  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Cancer Imaging: Non-Proton & Exogenous Contrast  

Program Number:0275  

Room Live Q&A Session:Monday Parallel 5  

Utility of computed diffusion-weighted imaging for evaluating primary prostate cancer in whole-body MRI

Author:Yuki Arita  Yuma Waseda  Soichiro Yoshida  Taro Takahara  Chikako Ishii  Thomas Kwee  Ryota Ishii  Shigeo Okuda  Yasuhisa Fujii  Masahiro Jinzaki  

Institution:Advanced Imaging Center Yaesu Clinic  Keio University Hospital  Keio University School of Medicine  Tokai University School of Engineering  Tokyo Medical and Dental University Graduate School  University Medical Center Groningen  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Monday, 10 August 2020  

Topic:Cancer Imaging: Machine Learning & Advanced Imaging  

Session Name:Advanced Cancer Imaging  

Program Number:0289  

Room Live Q&A Session:Monday Parallel 5