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Accelerating clinical diffusion-weighted MRI using deep learning: Potential utility in metastatic prostate cancer and malignant mesothelioma

Author:Konstantinos Zormpas-Petridis  Nina Tunariu  Andra Curcean  Christina Messiou  David Collins  Yann Jamin  Dow-Mu Koh  Matthew Blackledge  

Institution:Institute of Cancer Research, London  

Session Type:Oral - Power Pitch  

Session Live Q&A Date:Wednesday, 12 August 2020  

Topic:Diffusion Acquisition and Reconstruction  

Session Name:Diffusion: Acquisition, Reconstruction & Processing  

Program Number:0971  

Room Live Q&A Session:Wednesday Parallel 4  

CT-based Synthetic pelvic T1-weighted MR image generation using a deep convolutional neural network (CNN)

Author:Reza Kalantar  Jessica Winfield  Christina Messiou  Dow-Mu Koh  Matthew Blackledge  

Institution:The Institute of Cancer Research  The Royal Marsden Hospital  

Session Type:Digital Poster  

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

Topic:Abdominopelvic MRI - Benign  

Session Name:Machine Learning & Radiomics in Body MRI  

Program Number:2597  

Room Live Q&A Session:

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  

Investigating the correlation and repeatability of radiomic features derived from Apparent Diffusion Coefficient maps of Soft-Tissue Sarcoma

Author:Imogen Thrussell  Jessica Winfield  Matthew Orton  Aisha Miah  Shane Zaidi  Amani Arthur  Khin Thway  Dirk Strauss  David Collins  Dow-Mu Koh  Uwe Oelfke  Paul Huang  Christina Messiou  Matthew Blackledge  

Institution:The Institute of Cancer Research  The Royal Marsden NHS Foundation Trust  

Session Type:Digital Poster  

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

Topic:Cancer Imaging: Diffusion, Perfusion, MRS & Machine Learning  

Session Name:Cancer Imaging: Machine Learning & Radiomics  

Program Number:4817  

Room Live Q&A Session:

Optimisation of whole-body diffusion weighted MRI for imaging patients with metastatic melanoma treated with immunotherapy

Author:Annemarie Knill  Matthew Blackledge  Jessica Winfield  Andra Curcean  James Larkin  Samra Turajlic  Dow-Mu Koh  Christina Messiou  

Institution:The Institute of Cancer Research  The Royal Marsden NHS Foundation Trust  

Session Type:Digital Poster  

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

Topic:Cancer Imaging: Therapy Planning, Response & Breast  

Session Name:Cancer Imaging: Miscellaneous 2  

Program Number:4863  

Room Live Q&A Session:

Short-term repeatability of magnetic resonance fingerprinting for T1 and T2 measurements of metastatic bone lesions in prostate cancer patients

Author:Matthew Orton  Mihaela Rata  Nina Tunariu  Andra Curcean  Julie Hughes  Erica Scurr  James D'arcy  Matthew Blackledge  Dow-Mu Koh  

Institution:Institute of Cancer Research  Royal Marsden NHS Foundation Trust  

Session Type:Digital Poster  

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

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Musculoskeletal Emerging Methods/Machine Learning 2  

Program Number:2675  

Room Live Q&A Session: