Browse All

Current Filters

CLEAR FILTER x

TITLE

Automatic deep learning segmentation of grey and white matter lesions in 7T MRI data

Author:Frederik Sandig  Julian Emmerich  Edris El-Sanosy  Mark Ladd  Heinz-Peter Schlemmer  Sina Straub  

Institution:German Cancer Research Center (DKFZ)  Heidelberg University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1879  

Room Live Q&A Session:

Deep learning based image reconstruction for improved multiparameter mapping and synthetic MRI

Author:Ken-Pin Hwang  Xinzeng Wang  Marc Lebel  Peter Johansson  Catharina Petersen  Marcel Warntjes  Ersin Bayram  Suchandriam Banerjee  Jingfei Ma  Jason Johnson  

Institution:GE Healthcare  SyntheticMR  The University of Texas M.D. Anderson Cancer Center  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1876  

Room Live Q&A Session:

Deep Learning Enables Accurate Quantitative Volumetric Brain MRI with 2x Faster Scan Times

Author:Long Wang  Suzie Bash  Sara Dupont  Sebastian Magda  Chris Airriess  Enhao Gong  Greg Zaharchuk  Ajit Shankaranarayanan  Tao Zhang  

Institution:CorTechs Labs Inc  RadNet  Stanford University  Subtle Medical Inc  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1877  

Room Live Q&A Session:

Functional and structural connectivity predict MS patients’ impairment level using an ensemble model applied with a machine learning method

Author:Ceren Tozlu  Keith Jamison  Susan Gauthier  Amy Kuceyeski  

Institution:Weill Cornell Medicine  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1886  

Room Live Q&A Session:

Incorporating Deep Learning into Multi-shot EPI DWI Reconstruction

Author:Hui Zhang  Ziying Feng  Fei Dai  Weibo CHEN  Yishi Wang  Chengyan Wang  He Wang  

Institution:Fudan University  Philips Healthcare  Philips Heathcare  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1881  

Room Live Q&A Session:

Initial clinical evaluation of deep-learning-based image synthesis and superresolution using a clinical dataset of patients with brain lesions

Author:Ai Nakao  Daiki Tamada  Tomohiro Takamura  Shintaro Ichikawa  Utaroh Motosugi  Yasuhiko Terada  

Institution:University of Tsukuba  University of Yamanashi  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1883  

Room Live Q&A Session:

A Machine Learning Based Method to Distinguish between Tumor and Non-Tumor within FLAIR Non-Enhancing Regions of Brain Lesions

Author:Robert Wujek  Melissa Prah  Mona Al-Gizawiy  Kathleen Schmainda  

Institution:Medical College of Wisconsin  Marquette University  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1882  

Room Live Q&A Session:

Predicting suicidal ideation from depressive patients using autoencoder machine-learning model with brain generalized q-sampling imaging

Author:Jun-Cheng Weng  Tung-Yeh Lin  Man Teng Cheok  Yuan-Hsiung Tsai  Yi-Peng Eve Chang  Vincent Chin-Hung Chen  

Institution:Chang Gung Memorial Hospital  Chang Gung University  Columbia University  Chang Gung University and Chang Gung Memorial Hospital at Linkou  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1888  

Room Live Q&A Session:

Quantitative imaging enhancement with deep learning based denoising: a validation study

Author:Valentin Prevost  Bei Zhang  Clemence Bal  Wolter de Graaf  

Institution:Bordeaux University  Canon Medical Systems Corporation  Canon Medical systems Europe  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1878  

Room Live Q&A Session:

Regional gray matter volume predicts HIV-positive patients with HAND using a machine learning approach

Author:Danhui Fu  Guanqiao Jin  Lidong Liu  Wenjuan Deng  Wei Zhang  Qianlin Ding  Weiyin Liu  Long Qian  Danke Su  

Institution:GuangXi Medical University Cancer Hospital  MR Research, GE Healthcare  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1884  

Room Live Q&A Session:

Representation Learning of Fiber Tracts and Direct Comparison of Tract Distributions

Author:Kaikai Shen  Lee Reid  Samantha Burnham  Jurgen Fripp  

Institution:CSIRO  Macquarie University  Rapiscan Systems  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1880  

Room Live Q&A Session:

A Support Vector Machine Prediction Model for HIV-Status in Adults Using Magnetic Resonance Angiography and Arterial Spin Labeling of the Brain

Author:Kyle Murray  Igor Titoff  Henry Wang  Jianhui Zhong  Giovanni Schifitto  

Institution:University of Rochester  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1885  

Room Live Q&A Session:

Synthetic CMB generation for Training classifiers on QSM images

Author:Saba Momeni  Amir Fazlollahi  Pierrick Bourgeat  Paul Yate  Nawaf Yassi  Patricia Desmond  Yongsheng Gao  Alan Wee Chung Liew  Olivier Salvado  

Institution:Austin Health Heidelberg, Australia  CSIRO Health and Biosecurity  Data61  Department of Nuclear Medicine and Centre for PET  Griffith University  University of Melbourne, Parkville, Australia  

Session Type:Digital Poster  

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

Topic:Neuroimaging and AI  

Session Name:Neuroimaging & AI: Poster Session 3  

Program Number:1887  

Room Live Q&A Session: