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Automatic detection and classification of brain tumors using deep learning and based on conventional MRI and clinical information

Author:Moran Artzi  Moshe Yerachmiel  Snir Shalom  Dafna Ben Bashat  

Institution:Tel Aviv Sourasky Medical Center  Tel Aviv University  

Session Type:Power Pitch  

Session Date:Monday, 13 May 2019  

Session Time:08:15  

Session Name:Pitch: Artificial Intelligence Neuro  

Program Number:0021  

Presentation Time:08:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:

Automatic detection and classification of brain tumors using deep learning and based on conventional MRI and clinical information

Author:Moran Artzi  Moshe Yerachmiel  Snir Shalom  Dafna Ben Bashat  

Institution:Tel Aviv Sourasky Medical Center  Tel Aviv University  

Session Type:Power Pitch Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:Poster: Artificial Intellience Neuro  

Program Number:0021  

Presentation Time:09:15   

Room Number:Power Pitch Theater B - Exhibition Hall  

Computer Number:Plasma 20  

Automatic pelvic bone registration of low-field MRI to pre-operative 3T-MRA for vascular interventions

Author:Derk Slotman  Jordy van Zandwijk  Frank Simonis  Ferdi van der Heijden  Robert Geelkerken  Bennie ten Haken  

Institution:Medisch Spectrum Twente  University of Twente  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:13:30  

Session Name:Non-Thermal Interventional MRI  

Program Number:3854  

Presentation Time:13:30   

Room Number:Exhibition Hall  

Computer Number:Computer 175  

Automatic segmentation and follow-up of optic pathway gliomas using deep learning and based on conventional MRI

Automatic segmentation and follow-up of optic pathway gliomas using deep learning and based on conventional MRI

Automatic Segmentation Of The Myocardium in Cardiac Arterial Spin Labelling Images Using a Deep Learning Model Facilitates Myocardial Blood Flow Quantification

Awake and behaving mouse fMRI in Go/No-go task.

Author:Wenjing Chen  Zhe Han  Xifan Chen  Kaiwei Zhang  Chengyu Li  Zhifeng Liang  

Institution:Institute of Neuroscience, Chinese Academy of Sciences  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:fMRI: Preclinical  

Program Number:1050  

Presentation Time:08:15   

Room Number:Room 511BCEF  

Computer Number:

Axillary Chemical Exchange Saturation Transfer (CEST) MRI Contrast is Consistent with Secondary Breast Cancer Treatment-Related Lymphedema

Author:Rachelle Crescenzi  Paula Donahue  Manus Donahue  

Institution:Vanderbilt University Medical Center  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:14:45  

Session Name:Novel Developments in CEST  

Program Number:5008  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 115  

Axillary MRI relaxometry as a tool for assessing risk of lymphedema development

Author:Paula Donahue  Rachelle Crescenzi  Manus Donahue  

Institution:Vanderbilt University Medical Center  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:13:45  

Session Name:Emerging Technologies in Body Imaging  

Program Number:1638  

Presentation Time:13:45   

Room Number:Exhibition Hall  

Computer Number:Computer 30  

AZTEK: Adaptive Zero TE K-space trajectories

Author:Tanguy Boucneau  Brice Fernandez  Anne Menini  Florian Wiesinger  Luc Darrasse  Xavier Maître  

Institution:CNRS  Ge Healthcare  GE Healthcare  Univ. Paris-Sud  Université Paris-Saclay  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:New RF & Gradient Strategies  

Program Number:4634  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 90  

B0 and B1 Inhomogeneities in the Liver at 1.5T and 3.0T

Author:Nathan Roberts  Diego Hernando  Timothy Colgan  Louis Hinshaw  Dylan Kernan  Scott Reeder  

Institution:University of Wisconsin - Madison  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:14:45  

Session Name:What Are We, Chopped Liver?  

Program Number:1778  

Presentation Time:14:45   

Room Number:Exhibition Hall  

Computer Number:Computer 1  

B0 Drift Correction in Proton Chemical Shift Imaging

Author:XIANFENG SHI  Young-Hoon Sung  Douglas Kondo  Perry Renshaw  

Institution:University of Utah  

Session Type:Digital Poster  

Session Date:Tuesday, 14 May 2019  

Session Time:09:15  

Session Name:MRSI Acquisition & Reconstruction  

Program Number:2491  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 18  

B0 shim improvement in the inferior frontal lobe by head-tilting: feasibility and comparison with 3rd order shimming

Author:Seulki Yoo  Hayoung Song  Won Mok Shim  Seung-Kyun Lee  

Institution:Sungkyunkwan university  Center for Neuroscience Imaging Research, IBS  

Session Type:Digital Poster  

Session Date:Thursday, 16 May 2019  

Session Time:09:15  

Session Name:Artifacts, Implants & Corrections  

Program Number:4611  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 67  

B1 performance when excluding RF shields from transmit head coils to simplify multi nuclei and gradient insert setups

Author:D. Welting  I. Chavarria Marques  M. Fantasia  Q. van Houtum  B.R. Steensma  E. Versteeg  J.P. Wijnen  D.W.J. Klomp  

Institution:University Medical Center Utrecht  

Session Type:Digital Poster  

Session Date:Monday, 13 May 2019  

Session Time:09:15  

Session Name:RF: Other  

Program Number:1511  

Presentation Time:09:15   

Room Number:Exhibition Hall  

Computer Number:Computer 78  

Balanced SSFP Highly Accelerated Cine ‘Watermark’ Quantifies 2D Myocardial Strain with comparison to 2D Spiral Cine DENSE

Author:Ronald Beyers  Nouha Salibi  Thomas Denney  

Institution:Auburn University  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Myocardial Function & Deformation  

Program Number:1082  

Presentation Time:08:39   

Room Number:Room 518A-C  

Computer Number:

Baseline functional connectivity features of the neural network nodes can predict improvement after masking therapy in tinnitus patients

Author:Han Lv  Pengfei Zhao  Zhenghan Yang  Zhenchang Wang  

Institution:Beijing friendship hospital, Capital medical university  

Session Type:Digital Poster  

Session Date:Wednesday, 15 May 2019  

Session Time:14:30  

Session Name:fMRI Connectivity Applications: Human  

Program Number:3892  

Presentation Time:14:30   

Room Number:Exhibition Hall  

Computer Number:Computer 38  

Baseline Multiparametric Volumetric T2RT Histogram Analysis: Can It Be Used to Predict Therapy Response in Patients with Thyroid Associated Ophthalmopathy (TAO) Undergoing Intravenous Methylprednisolone

Author:ping liu  jing zhang  

Institution:The Affliated Tongji Hospital, Tongji Medical College, Huazhong University of Science & Technology  

Session Type:Oral  

Session Date:Thursday, 16 May 2019  

Session Time:16:00  

Session Name:Head & Neck  

Program Number:1242  

Presentation Time:16:36   

Room Number:Room 518A-C  

Computer Number:

Basic BOLD Physiology

Author:Avery Berman  

Institution:Massachusetts General Hospital  

Session Type:Weekend Course  

Session Date:Saturday, 11 May 2019  

Session Time:08:00  

Session Name:fMRI: Back to Basics  

Program Number:

Presentation Time:08:00   

Room Number:Room 512A-H  

Computer Number:

Basics of RF Theory, Transmission Lines & Power Transfer

Author:Steven Wright  

Institution:Texas A&M University  

Session Type:Weekend Course  

Session Date:Sunday, 12 May 2019  

Session Time:08:00  

Session Name:RF Coils  

Program Number:

Presentation Time:08:00   

Room Number:Room 516AB  

Computer Number:

Bayesian Inference & DKI

Author:Eizou Umezawa  

Institution:Fujita Health University  

Session Type:Member-Initiated Symposium  

Session Date:Thursday, 16 May 2019  

Session Time:08:15  

Session Name:Bayesian Inference in MRI  

Program Number:

Presentation Time:09:55   

Room Number:Room 516AB  

Computer Number:

    Bayesian Inference for (Neuro-) Imaging

    Author:Michael Chappell  

    Institution:University of Oxford  

    Session Type:Member-Initiated Symposium  

    Session Date:Thursday, 16 May 2019  

    Session Time:08:15  

    Session Name:Bayesian Inference in MRI  

    Program Number:

    Presentation Time:08:15   

    Room Number:Room 516AB  

    Computer Number:

      Bayesian selection of dedicated liver iron quantification MRI for patients with clinically-significant iron overload

      Author:Takeshi Yokoo  Ivan Pedrosa  Diego Hernando  Scott Reeder  

      Institution:University of Wisconsin at Madison  UT Southwestern Medical Center  

      Session Type:Digital Poster  

      Session Date:Monday, 13 May 2019  

      Session Time:13:45  

      Session Name:Liver Fat, Iron, Perfusion & Function  

      Program Number:1776  

      Presentation Time:13:45   

      Room Number:Exhibition Hall  

      Computer Number:Computer 173  

      BEEEP: B1-robust Energy Efficient Excitation Pulses

      Author:Eric Van Reeth  Hélène Ratiney  Olivier Beuf  Soukaina Kanice  Steffen Glaser  Dominique Sugny  

      Institution:CREATIS  Laboratoire Interdisciplinaire Carnot de Bourgogne  Technical University of Munich  

      Session Type:Digital Poster  

      Session Date:Thursday, 16 May 2019  

      Session Time:09:15  

      Session Name:New RF & Gradient Strategies  

      Program Number:4623  

      Presentation Time:09:15   

      Room Number:Exhibition Hall  

      Computer Number:Computer 79  

      Behavior of the signal components of collagen solutions in vitro using UTE-MRI and MRS sequences

      Author:Tobias Winkler  Petros Martirosian  Erwin Schleicher  Thomas Benkert  Fritz Schick  

      Institution:Siemens Healthcare GmbH  Siemens Healthcare GmbH  University Hospital of Tübingen  

      Session Type:Digital Poster  

      Session Date:Monday, 13 May 2019  

      Session Time:17:00  

      Session Name:MRS/MRSI Applications  

      Program Number:2258  

      Presentation Time:17:00   

      Room Number:Exhibition Hall  

      Computer Number:Computer 134  

      Benefits & Challenges of Cardiac Relaxometry

      Author:Donnie Cameron  

      Institution:University of East Anglia  

      Session Type:Weekend Course  

      Session Date:Sunday, 12 May 2019  

      Session Time:13:30  

      Session Name:Cardiac MR: Linking Physiology to Imaging  

      Program Number:

      Presentation Time:16:05   

      Room Number:Room 518A-C  

      Computer Number:

      Benign Primary Liver Tumors

      Author:Hero Hussain  

      Institution:American University of Beirut  

      Session Type:Weekend Course  

      Session Date:Saturday, 11 May 2019  

      Session Time:13:30  

      Session Name:Hepatobiliary  

      Program Number:

      Presentation Time:13:30   

      Room Number:Room 518A-C  

      Computer Number:

      Beta-amyloid specific in vivo MR imaging with chalcone conjugated gadolinium complex.

      Author:Ah Rum Baek  Hee-Kyung Kim  Garam Choi  Soyeon Kim  Bo Kyung Sung  Byeong Woo Yang  Heejin Seo  Sunghwan Hwang  Kamrul Islam  Hoesu Jung  Taekwan Lee  Yongmin Chang  

      Institution:Daegu-Gyeongbuk Medical Innovation Foundation  Kyungpook National University  

      Session Type:Digital Poster  

      Session Date:Wednesday, 15 May 2019  

      Session Time:16:45  

      Session Name:(A) Molecular Imaging: New Agents  

      Program Number:4259  

      Presentation Time:16:45   

      Room Number:Exhibition Hall  

      Computer Number:Computer 55  

      Beyond the Standard Model in Spinal Cord

      Author:Jonas Olesen  Noam Shemesh  Sune Jespersen  

      Institution:Aarhus University  Champalimaud Neuroscience Programme  

      Session Type:Oral  

      Session Date:Monday, 13 May 2019  

      Session Time:08:15  

      Session Name:Microstructure: Approaching Cellular Complexity  

      Program Number:0061  

      Presentation Time:09:15   

      Room Number:Room 511BCEF  

      Computer Number:

      Biases of microstructure models in baby diffusion MRI

      Author:Khoi Huynh  Tiantian Xu  Ye Wu  Geng Chen  Weili Lin  Dinggang Shen  Pew-Thian Yap  the UNC/UMN Baby Connectome Project Consortium  

      Institution:The University of North Carolina at Chapel Hill  

      Session Type:Digital Poster  

      Session Date:Wednesday, 15 May 2019  

      Session Time:09:15  

      Session Name:Microstructure Modeling: 1  

      Program Number:3573  

      Presentation Time:09:15   

      Room Number:Exhibition Hall  

      Computer Number:Computer 65  

      Bidirectional Filtering for Psoas Major Muscle Magnetic Resonance Elastography

      Author:Surendra Maharjan  Tomokazu Numano  Tetsushi Habe  Daiki Ito  Takamichi Ueki  Keisuke Igarashi  Toshiki Maeno  

      Institution:Tokyo Metropolitan University  

      Session Type:Digital Poster  

      Session Date:Monday, 13 May 2019  

      Session Time:08:15  

      Session Name:Muscle 1  

      Program Number:1277  

      Presentation Time:08:15   

      Room Number:Exhibition Hall  

      Computer Number:Computer 19  

      Bilateral Breast coil for Fast Field-Cycling Relaxometric MRI

      Author:Gareth Davies  Lionel Broche  Tanja Gagliardi  David Lurie  P. Ross  

      Institution:University of Aberdeen  

      Session Type:Digital Poster  

      Session Date:Monday, 13 May 2019  

      Session Time:09:15  

      Session Name:Dielectrics, Decoupling, Switching & Control  

      Program Number:1570  

      Presentation Time:09:15   

      Room Number:Exhibition Hall  

      Computer Number:Computer 137  

      Biliary Disease

      Author:Mi-Suk Park  

      Institution:Yonsei University  

      Session Type:Weekend Course  

      Session Date:Saturday, 11 May 2019  

      Session Time:13:30  

      Session Name:Hepatobiliary  

      Program Number:

      Presentation Time:14:20   

      Room Number:Room 518A-C  

      Computer Number:

      Binomial Excitation for Detection of Hyperpolarized [2-13C]Dihydroxyacetone Metabolism

      Author:Mukundan Ragavan  Alan Carter  Daniel Downes  Anthony Giacalone  Keith Michel  James Bankson  Matthew Merritt  

      Institution:MD Anderson Cancer Center  University of Florida  

      Session Type:Digital Poster  

      Session Date:Wednesday, 15 May 2019  

      Session Time:16:45  

      Session Name:Hyperpolarized C13 Imaging: Technical Developments  

      Program Number:4289  

      Presentation Time:16:45   

      Room Number:Exhibition Hall  

      Computer Number:Computer 89  

      Biological Aspects

      Author:Michal Neeman  

      Institution:Weizmann Institute of Science  

      Session Type:Sunrise Session  

      Session Date:Thursday, 16 May 2019  

      Session Time:07:00  

      Session Name:Preclinical MRI: Methods & Applications: Future Challenges & Opportunities  

      Program Number:

      Presentation Time:07:30   

      Room Number:Room 513A-C  

      Computer Number:

      Biology of the Interactions at the Cartilage-Bone Interface

      Author:Kenneth Pritzker  

      Institution:University of Toronto  

      Session Type:Weekday Course  

      Session Date:Tuesday, 14 May 2019  

      Session Time:15:45  

      Session Name:Advanced Imaging of Cartilage-Bone Interactions  

      Program Number:

      Presentation Time:15:45   

      Room Number:Room 518A-C  

      Computer Number:

      Blind Sparsity Based Motion Estimation and Correction Model for Arbitrary MRI Sampling Trajectories

      Author:Anita Möller  Marco Maass  Tim Parbs  Alfred Mertins  

      Institution:Universität zu Lübeck  

      Session Type:Digital Poster  

      Session Date:Thursday, 16 May 2019  

      Session Time:08:15  

      Session Name:Motion Correction: Non-Brain  

      Program Number:4496  

      Presentation Time:08:15   

      Room Number:Exhibition Hall  

      Computer Number:Computer 124  

      Bloch Simulation & Pulse Sequences Tools

      Author:Maxim Zaitsev  

      Institution:University Medical Centre Freiburg  

      Session Type:Weekend Course  

      Session Date:Sunday, 12 May 2019  

      Session Time:08:00  

      Session Name:Open-Source Software Tools for MR Pulse Design, Simulation & Reconstruction  

      Program Number:

      Presentation Time:08:00   

      Room Number:Room 710B  

      Computer Number:

        Blood Flow Alterations in Repaired Tetralogy of Fallot Adult Patients: Preserved blood flow distribution and altered flow biomarkers.

        Author:Daniel Yakimenka  Ahmed Abdelhaleem  Alireza Sojoudi  An Le  David Patton  James White  Julio Garcia  

        Institution:Circle Cardiovascular Imaging Inc.  University of Calgary  

        Session Type:Digital Poster  

        Session Date:Monday, 13 May 2019  

        Session Time:16:00  

        Session Name:Clinical Applications of Flow Imaging  

        Program Number:1979  

        Presentation Time:16:00   

        Room Number:Exhibition Hall  

        Computer Number:Computer 29  

        Blood plasma metabolic profiling discriminates prostate cancer patients with metastases from those without metastases

        Author:Naranamangalam Jagannathan  Pradeep Kumar  Rajeev Kumar  Virendra Kumar  S. Senthil Kumaran  Sanjay Sharma  Sanjay Thulkar  S. Datta Gupta  

        Institution:All India Institute of Medical Sciences  

        Session Type:Digital Poster  

        Session Date:Monday, 13 May 2019  

        Session Time:17:00  

        Session Name:MRS: Other  

        Program Number:2277  

        Presentation Time:17:00   

        Room Number:Exhibition Hall  

        Computer Number:Computer 153  

        Body temperature assessment through deep learning: the Non-Invasive Temperature Estimation (NITE) method

        Author:Julie Kabil  Sairam Geethanath  J. Vaughan  

        Institution:Columbia Magnetic Resonance Research Center, Columbia University  

        Session Type:Digital Poster  

        Session Date:Wednesday, 15 May 2019  

        Session Time:15:45  

        Session Name:Simulating RF Safety & SAR  

        Program Number:4172  

        Presentation Time:15:45   

        Room Number:Exhibition Hall  

        Computer Number:Computer 147  

        BOLD-fMRI evaluation of analgesic candidates with different analgesic mechanisms against allodynia-specific pain in a chronic pain animal model

        Author:Mikio Sameshima  Sosuke Yoshinaga  Naoya Yuzuriha  Mitsuhiro Takeda  Hiroaki Terasawa  

        Institution:Kumamoto University  

        Session Type:Digital Poster  

        Session Date:Wednesday, 15 May 2019  

        Session Time:13:30  

        Session Name:fMRI: Preclinical  

        Program Number:3687  

        Presentation Time:13:30   

        Room Number:Exhibition Hall  

        Computer Number:Computer 7  

        Bone marrow adipose tissue with 3T CSE-MRI in vivo:  Preliminary study for long-term repeatibility assessment

        Author:Dimitri MARTEL  Benjamin Leporq  Ravinder REGATTE  Stephen HONIG  Gregory Chang  

        Institution:NYU Langone Health  Université de Lyon; CREATIS CNRS UMR 5220, Inserm U1206, INSA-Lyon, UCBL Lyon 1  

        Session Type:Digital Poster  

        Session Date:Monday, 13 May 2019  

        Session Time:08:15  

        Session Name:Bone 2 & MSK Tumors  

        Program Number:1368  

        Presentation Time:08:15   

        Room Number:Exhibition Hall  

        Computer Number:Computer 110  

        BoneMRI of the cervical spine: Deep learning-based radiodensity contrast generation for selective visualization of osseous structures

        Brain connectivity assessed by mechanical covariance

        Author:Haitao Ge  Armando Manduca  David Jones  Clifford Jack JR  John Huston III  Richard Ehman  Matthew Murphy  

        Institution:Mayo Clinic  Mayo Clinic  Xuzhou Medical University  

        Session Type:Digital Poster  

        Session Date:Wednesday, 15 May 2019  

        Session Time:14:30  

        Session Name:fMRI: Connectivity Methods  

        Program Number:3855  

        Presentation Time:14:30   

        Room Number:Exhibition Hall  

        Computer Number:Computer 1  

        Brain GABA Levels of P5 Wild Type and Fragile X Mouse Model (FMR1 KO): Comparison of Mass Spectroscopy and In vivo 1H MRS

        Author:Sanaz Mohajeri  Samantha Reyes  Scarlett Guo  Karolina Krasinska  Laura Pisani  Daniel Spielman  Fredrick Chin  

        Institution:Stanford University  

        Session Type:Digital Poster  

        Session Date:Tuesday, 14 May 2019  

        Session Time:16:45  

        Session Name:Experimental Models of CNS Disease: Functional/Spectroscopy  

        Program Number:3207  

        Presentation Time:16:45   

        Room Number:Exhibition Hall  

        Computer Number:Computer 43  

        Brain Microstructural Abnormalities in Patients with Idiopathic Rapid Eye Movement Sleep Behavior Disorder: A Voxel Based Morphometry and Diffusion Tensor Imaging Study

        Author:Wanqun Yang  Caihong Zhou  Yingjie Mei  Biao Huang  

        Institution:Guangdong General Hospital, Guangdong Academy of Medical Sciences  Philips Healthcare  Philips Healthcare  

        Session Type:Digital Poster  

        Session Date:Tuesday, 14 May 2019  

        Session Time:13:30  

        Session Name:Psychoradiology: Schizophrenia, Psychosis, OCD & More  

        Program Number:2771  

        Presentation Time:13:30   

        Room Number:Exhibition Hall  

        Computer Number:Computer 123  

        Brain state and CSF production define glymphatic washout in the rat brain

        Author:Martin Segeroth  Lydia Wachsmuth  Franziska Albers  Cornelius Faber  

        Institution:University Hospital Muenster  

        Session Type:Oral  

        Session Date:Wednesday, 15 May 2019  

        Session Time:08:15  

        Session Name:Blood Brain Barrier, Glymphatics & CSF Flow  

        Program Number:0749  

        Presentation Time:08:51   

        Room Number:Room 518A-C  

        Computer Number:

        Brain tissue multi-compartment relaxometry - An improved method for in vivo myelin water imaging

        Author:Kwok-Shing Chan  José Marques  

        Institution:Radboud University  

        Session Type:Oral  

        Session Date:Tuesday, 14 May 2019  

        Session Time:08:15  

        Session Name:Imaging Myelin+  

        Program Number:0421  

        Presentation Time:08:27   

        Room Number:Room 520A-F  

        Computer Number:

        Brain Tumor Segmentation and Uncertainty Quantification Using Monte Carlo dropout sampling

        Author:Joohyun Lee  Woojin Jung  Jongho Lee  

        Institution:Department of Electrical and Computer Engineering, Seoul National University  

        Session Type:Power Pitch  

        Session Date:Wednesday, 15 May 2019  

        Session Time:15:45  

        Session Name:Pitch: Brain Tumor  

        Program Number:0899  

        Presentation Time:15:45   

        Room Number:Power Pitch Theater A - Exhibition Hall  

        Computer Number:

        Brain Tumor Segmentation and Uncertainty Quantification Using Monte Carlo dropout sampling

        Author:Joohyun Lee  Woojin Jung  Jongho Lee  

        Institution:Department of Electrical and Computer Engineering, Seoul National University  

        Session Type:Power Pitch Poster  

        Session Date:Wednesday, 15 May 2019  

        Session Time:16:45  

        Session Name:Poster: Brain Tumor  

        Program Number:0899  

        Presentation Time:16:45   

        Room Number:Power Pitch Theater A - Exhibition Hall  

        Computer Number:Plasma 9