Published December 2017 | Version v1
Journal article Metadata-only

Impact of experimental design on PET radiomics in predicting somatic mutation status

Creators

  • 1. Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA (United States)
  • 2. Department of Radiology, University of Michigan Health System, Ann Arbor, MI (United States)
  • 3. Department of Radiology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA (United States)

Description

PurposePET-based radiomic features have demonstrated great promises in predicting genetic data. However, various experimental parameters can influence the feature extraction pipeline, and hence, Here, we investigated how experimental settings affect the performance of radiomic features in predicting somatic mutation status in non-small cell lung cancer (NSCLC) patients.

Availability note (English)

Available from http://dx.doi.org/10.1016/j.ejrad.2017.10.009

Additional details

Identifiers

DOI
10.1016/j.ejrad.2017.10.009;
PII
S0720048X17303959;

Publishing Information

Journal Title
European Journal of Radiology
Journal Volume
97
Journal Page Range
p. 8-15
ISSN
0720-048X
CODEN
EJRADR

INIS

Country of Publication
Netherlands
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
51002696
Subject category
S62: RADIOLOGY AND NUCLEAR MEDICINE;
Descriptors DEI
GENETICS; LUNGS; NEOPLASMS; PATIENTS; PERFORMANCE; POSITRON COMPUTED TOMOGRAPHY; SOMATIC MUTATIONS
Descriptors DEC
BIOLOGY; BODY; COMPUTERIZED TOMOGRAPHY; DIAGNOSTIC TECHNIQUES; DISEASES; EMISSION COMPUTED TOMOGRAPHY; MUTATIONS; ORGANS; RESPIRATORY SYSTEM; TOMOGRAPHY

Optional Information

Notes
© 2017 Elsevier B.V. All rights reserved.