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DCE Time-Series Characterization with Supervised Deep Learning: Alternative to PK Model Approaches

Author:Dattesh Shanbhag  Vivek Vaidya  Uday Patil  Sandeep Gupta  Rakesh Mullick  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:16:15  

Session:Perfusion & Diffusion in Cancer  

Program Number:0626  

Presentation Time:17:27  

Room Number:Room 316BC  

Computer Number:

Deep Learning Based Pseudo-CT Estimation Using ZTE and Dixon MR Images for PET Attenuation Correction

Author:Sandeep Kaushik  Dattesh Shanbhag  Andrew Leynes  Hariharan Ravishankar  Jaewon Yang  Peder Larson  Thomas Hope  Florian Wiesinger  

Session Type:Oral  

Session Date:Wednesday, 26 April 2017  

Session Time:08:15  

Session:Artificial Intelligence & Deep Learning  

Program Number:0694  

Presentation Time:10:03  

Room Number:Room 311  

Computer Number:

Direct Pseudo-CT Image Synthesis Using Deep Learning for Pelvis PET/MR Attenuation Correction

Author:Andrew Leynes  Jaewon Yang  Dattesh Shanbhag  Sandeep Kaushik  Florian Wiesinger  Youngho Seo  Thomas Hope  Peder Larson  

Session Type:Oral  

Session Date:Tuesday, 25 April 2017  

Session Time:08:15  

Session:Late-Breaking Abstracts: Machine Learning  

Program Number:5661  

Presentation Time:09:03  

Room Number:Room 313BC  

Computer Number:

Fast, Non-Local Temporally Regularized Elastic Group-Wise Motion Correction for Improved Fidelity of Liver DCE-MRI

Author:Ks Shriram  Dattesh Shanbhag  Jeong Hee Yoon  Uday Patil  Moon Jung Hwang  Jeong Min Lee  Rakesh Mullick  Sheshadri Thiruvenkadam  

Session Type:Oral  

Session Date:Thursday, 27 April 2017  

Session Time:08:15  

Session:Motion Correction: No Brainer  

Program Number:1018  

Presentation Time:08:27  

Room Number:Room 311  

Computer Number:

ICA Based Filtering of IVIM-DWI Data to Improve Fidelity of Parametric Diffusion Maps in Breast Cancer Patients

Author:Dattesh Shanbhag  Tetsuya Wakayama  Reem Bedair  Andrew Patterson  Fiona Gilbert  Rakesh Mullick  Martin Graves  

Session Type:Electronic Poster  

Session Date:Monday, 24 April 2017  

Session Time:13:45  

Session:Diffusion: Body  

Program Number:3407  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 77  

Recurrent Neural Network on DCE-MRI in Prostate Cancer

Author:Xia Li  Vivek Vaidya  Sandeep Gupta  Rakesh Mullick  Oguz Akin  Dattesh Shanbhag  

Session Type:Power Pitch  

Session Date:Thursday, 27 April 2017  

Session Time:08:15  

Session:Pitch: Breakthrough Methods & Applications in Cancer Imaging  

Program Number:0983  

Presentation Time:08:15  

Room Number:Power Pitch Theater A - Exhibition Hall  

Computer Number:

Recurrent Neural Network on DCE-MRI in Prostate Cancer

Author:Xia Li  Vivek Vaidya  Sandeep Gupta  Rakesh Mullick  Oguz Akin  Dattesh Shanbhag  

Session Type:Electronic Power Pitch Poster  

Session Date:Thursday, 27 April 2017  

Session Time:09:15  

Session:Poster: Breakthrough Methods & Applications in Cancer Imaging  

Program Number:0983  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Plasma 7  

A Registration Framework for Prostate MpMRI Via Combining Intensity and Shape Information

Author:Xia Li  Sandeep Gupta  Rakesh Mullick  Oguz Akin  Dattesh Shanbhag  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:09:15  

Session:Motion Correction  

Program Number:3931  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 78  

Whole-Body, Zero TE Based Pseudo CT Conversion

Author:Florian Wiesinger  Sangtae Ahn  Sandeep Kaushik  Cristina Cozzini  Dirk Beque  Lishui Cheng  Jaewon Yang  Andrew Leynes  Dattesh Shanbhag  Thomas Hope  Peder Larson  

Session Type:Electronic Poster  

Session Date:Tuesday, 25 April 2017  

Session Time:09:15  

Session:Contrast Mechanisms: From A to ZTE  

Program Number:4025  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 100