Radiomics in PET: principles and applications

GJR Cook, M Siddique, BP Taylor, C Yip… - Clinical and …, 2014 - Springer
Radiomics is an evolving field in which the extraction of large amounts of features from
diagnostic medical images may be used to predict underlying molecular and genetic …

Recent trends in PET image interpretations using volumetric and texture-based quantification methods in nuclear oncology

MK Rahim, SE Kim, H So, HJ Kim, GJ Cheon… - Nuclear medicine and …, 2014 - Springer
Image quantification studies in positron emission tomography/computed tomography
(PET/CT) are of immense importance in the diagnosis and follow-up of variety of cancers. In …

Prognostic and theranostic 18F-FDG PET biomarkers for anti-PD1 immunotherapy in metastatic melanoma: association with outcome and transcriptomics

RD Seban, JS Nemer, A Marabelle, R Yeh… - European journal of …, 2019 - Springer
Purpose An imaging-based stratification tool is needed to identify melanoma patients who
will benefit from anti Programmed Death-1 antibody (anti-PD1). We aimed at identifying …

Development and evaluation of an open‐source software package “CGITA” for quantifying tumor heterogeneity with molecular images

YHD Fang, CY Lin, MJ Shih, HM Wang… - BioMed research …, 2014 - Wiley Online Library
Background. The quantification of tumor heterogeneity with molecular images, by analyzing
the local or global variation in the spatial arrangements of pixel intensity with texture …

Radiation injury vs. recurrent brain metastasis: combining textural feature radiomics analysis and standard parameters may increase 18F-FET PET accuracy without …

P Lohmann, G Stoffels, G Ceccon, M Rapp, M Sabel… - European …, 2017 - Springer
Objectives We investigated the potential of textural feature analysis of O-(2-[18 F] fluoroethyl)-
L-tyrosine (18 F-FET) PET to differentiate radiation injury from brain metastasis recurrence …

Imaging biomarkers for malignant peripheral nerve sheath tumors in neurofibromatosis type 1

S Ahlawat, JO Blakeley, FJ Rodriguez, LM Fayad - Neurology, 2019 - neurology.org
Objective To determine the utility of quantitative metrics obtained from fMRI using diffusion-
weighted imaging (DWI)/apparent diffusion coefficient (ADC) map** compared with …

Evaluation of 18F-FDG PET and MRI in differentiating benign and malignant peripheral nerve sheath tumors

SM Broski, GB Johnson, BM Howe, MA Nathan… - Skeletal Radiology, 2016 - Springer
Abstract Objective To compare 18F-FDG PET/CT and MRI for differentiating benign and
malignant peripheral nerve sheath tumors (BPNSTs and MPNSTs) and correlate imaging …

FDG PET/CT imaging of oropharyngeal squamous cell carcinoma: characteristics of human papillomavirus–positive and–negative tumors

AK Tahari, KC Alluri, H Quon, W Koch… - Clinical nuclear …, 2014 - journals.lww.com
Objective The objective of this study was to assess differences in morphological and
glycolytic characteristics of primary tumors and locoregional nodal disease between human …

Differentiation of peripheral nerve sheath tumors in patients with neurofibromatosis type 1 using diffusion-weighted magnetic resonance imaging

L Well, J Salamon, MG Kaul, S Farschtschi… - Neuro …, 2019 - academic.oup.com
Background We sought to determine the value of diffusion-weighted (DW) magnetic
resonance imaging (MRI) for characterization of benign and malignant peripheral nerve …

The assessment of estrogen receptor status and its intratumoral heterogeneity in patients with breast cancer by using 18F-fluoroestradiol PET/CT

Z Yang, Y Sun, X Xu, Y Zhang, J Zhang… - Clinical nuclear …, 2017 - journals.lww.com
Aim The aim of this study was to investigate the clinical value of 18 F-fluoroestradiol (18 F-
FES) PET/CT in the assessment of the estrogen receptor (ER) and its intratumoral …