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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  

Data Analysis & Software Considerations

A Deuterated 13C-Urea Reference to Eliminate 1H Imaging Artifacts in Hyperpolarized 13C MRI Studies

Development of a standard phantom for Chemical Exchange Saturation Transfer MRI

Diffusion fractional anisotropy in peritumoral edema of triple negative breast cancer

High Resolution Prostate T2-weighted MRI with Deep Learning and without an Endorectal Coil

Author:Xinzeng Wang  Jong Bum Son  Priya Bhosale  Aliya Qayyum  Juan Ibarra-Rovira  Ken-Ping Hwang  Jason Stafford  Mark Pagel  Marc Lebel  Ersin Bayram  Jingfei Ma  Janio Szklaruk  

Institution:GE Healthcare  MD Anderson Cancer Center  

Session Type:Digital Poster  

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

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2395  

Room Live Q&A Session:

Immune Checkpoint Blockade (ICB) Response Evaluation with MRI/MR Elastography (MRE) in Surgical and Non-Surgical Patients with HCC

Optimized CEST acquisition and analysis for treatment assessment of response to neoadjuvant chemotherapy in triple negative breast cancer

Parallel imaging compressed sensing in fully balanced SSFP for prostate brachytherapy MRI without an endorectal coil: a prospective study

A PET/MRI contrast agent for measuring tumor extracellular pH

Rapid brain segmentation in T1w MRI with fully convolutional networks: development and comparison of different network constructions