The goals of this review paper on deep learning (DL) in medical imaging and radiation
therapy are to (a) summarize what has been achieved to date;(b) identify common and …

Quantitative positron emission tomography/computed tomography (PET/CT) can be used as
diagnostic or prognostic tools (ie single measurement) or for therapy monitoring (ie …

Magnetic resonance imaging (MRI) is increasingly utilized as a radiation‐free alternative to
computed tomography (CT) for the diagnosis and treatment planning of musculoskeletal …

Attenuation correction (AC) is essential for the generation of artifact-free and quantitatively
accurate positron emission tomography (PET) images. PET AC based on computed …

Purpose To study the influence of gradient echo–based contrasts as input channels to a 3D
patch‐based neural network trained for synthetic CT (sCT) generation in canine and human …

Purpose This work aims to facilitate a fast magnetic resonance (MR)-only workflow for
radiation therapy of intracranial tumors. Here, we evaluate whether synthetic computed …

Purpose To determine the intermodality agreement of morphologic grading and clinically
relevant quantitative measurements between computed tomography (CT) and zero echo …

Attenuation correction is an essential component of the long chain of data correction
techniques required to achieve the full potential of quantitative positron emission …

Accurate attenuation correction (AC) on PET/MR is still challenging. The purpose of this
study was to evaluate the clinical feasibility of AC based on fast zero-echo-time (ZTE) MRI by …

Abstract Preamble The Society of Nuclear Medicine and Molecular Imaging (SNMMI) is an
international scientific and professional organization founded in 1954 to promote the …