IEEE - Institute of Electrical and Electronics Engineers, Inc. - 3-D RPET-NET: Development of a 3-D PET Imaging Convolutional Neural Network for Radiomics Analysis and Outcome Prediction

Author(s): A. Amyar ; S. Ruan ; I. Gardin ; C. Chatelain ; P. Decazes ; R. Modzelewski
Sponsor(s): Nuclear and Plasma Sciences Society (NPSS)
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2019
Volume: 3
Page(s): 225 - 231
ISSN (Electronic): 2469-7303
ISSN (Paper): 2469-7311
DOI: 10.1109/TRPMS.2019.2896399
Regular:

Radiomics is now widely used to improve the prediction of treatment response and patient prognosis in oncology. In this paper, we propose an end-to-end prediction model based on a 3-D... View More

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