@inproceedings{1ea814770e0348659b98c6179500aea7,
title = "Advanced image reconstruction strategies for 4D prostate DCE-MRI: Steps toward clinical practicality",
abstract = "Dynamic contrast-enhanced (DCE) MRI is an important tool for the detection and characterization of primary and recurring prostate cancer. Advanced reconstruction strategies (e.g., sparse or low-rank regression) provide improved depiction of contrast dynamics and pharmacokinetic parameters; however, the high computation cost of reconstructing 4D (3D+time, 50+ frames) datasets typically inhibits their routine clinical use. Here, a novel alternating direction method-of-multipliers (ADMM) optimization strategy is described that enables these methods to be executed in ∠5 minutes, and thus within the standard clinical workflow. After overviewing the mechanics of this approach, high-performance implementation strategies will be discussed and demonstrated through clinical cases.",
keywords = "ADMM, Clinical Practicality, DCE-MRI, Sparse Reconstruction",
author = "Stinson, {Eric G.} and Borisch, {Eric A.} and Froemming, {Adam T.} and Akira Kawashima and Young, {Phillip M.} and Warndahl, {Brent A.} and Grimm, {Roger C.} and Armando Manduca and Riederer, {Stephen J.} and Trzasko, {Joshua D.}",
note = "Publisher Copyright: {\textcopyright} 2015 SPIE.; Wavelets and Sparsity XVI ; Conference date: 10-08-2015 Through 12-08-2015",
year = "2015",
doi = "10.1117/12.2188527",
language = "English (US)",
series = "Proceedings of SPIE - The International Society for Optical Engineering",
publisher = "SPIE",
editor = "Goyal, {Vivek K.} and {Van De Ville}, Dimitri and {Van De Ville}, Dimitri and Manos Papadakis and {Van De Ville}, Dimitri and Manos Papadakis and Goyal, {Vivek K.} and {Van De Ville}, Dimitri",
booktitle = "Wavelets and Sparsity XVI",
}