Radiomics in nuclear medicine: robustness, reproducibility, standardization, and how to avoid data analysis traps and replication crisis
A Zwanenburg - European journal of nuclear medicine and molecular …, 2019 - Springer
Radiomics in nuclear medicine is rapidly expanding. Reproducibility of radiomics studies in
multicentre settings is an important criterion for clinical translation. We therefore performed a …
multicentre settings is an important criterion for clinical translation. We therefore performed a …
Dynamic whole-body PET imaging: principles, potentials and applications
Purpose In this article, we discuss dynamic whole-body (DWB) positron emission
tomography (PET) as an imaging tool with significant clinical potential, in relation to …
tomography (PET) as an imaging tool with significant clinical potential, in relation to …
An investigation of quantitative accuracy for deep learning based denoising in oncological PET
Reducing radiation dose is important for PET imaging. However, reducing injection doses
causes increased image noise and low signal-to-noise ratio (SNR), subsequently affecting …
causes increased image noise and low signal-to-noise ratio (SNR), subsequently affecting …
Abbreviated scan protocols to capture 18F-FDG kinetics for long axial FOV PET scanners
V Viswanath, H Sari, AR Pantel, M Conti… - European journal of …, 2022 - Springer
Purpose Kinetic parameters from dynamic 18F-fluorodeoxyglucose (FDG) imaging offer
complementary insights to the study of disease compared to static clinical imaging …
complementary insights to the study of disease compared to static clinical imaging …
The QIBA profile for FDG PET/CT as an imaging biomarker measuring response to cancer therapy
PE Kinahan, ES Perlman, JJ Sunderland… - Radiology, 2020 - pubs.rsna.org
The Quantitative Imaging Biomarkers Alliance (QIBA) Profile for fluorodeoxyglucose (FDG)
PET/CT imaging was created by QIBA to both characterize and reduce the variability of …
PET/CT imaging was created by QIBA to both characterize and reduce the variability of …
Metabolic imaging with hyperpolarized 13C pyruvate magnetic resonance imaging in patients with renal tumors—Initial experience
S Tang, MV Meng, JB Slater, JW Gordon… - Cancer, 2021 - Wiley Online Library
BACKGROUND Optimal treatment selection for localized renal tumors is challenging
because of their variable biologic behavior and limitations in the preoperative assessment of …
because of their variable biologic behavior and limitations in the preoperative assessment of …
Toward high-throughput artificial intelligence-based segmentation in oncological PET imaging
An array of artificial intelligence (AI) techniques in the field of medical imaging has emerged
in the past decade for automated image segmentation. 1 Medical image segmentation seeks …
in the past decade for automated image segmentation. 1 Medical image segmentation seeks …
Assessing immune organs on 18F-FDG PET/CT imaging for therapy monitoring of immune checkpoint inhibitors: inter-observer variability, prognostic value and …
K Prigent, C Lasnon, E Ezine, M Janson… - European journal of …, 2021 - Springer
Abstract Background Immune checkpoint inhibitors (ICIs) have significantly improved
survival in advanced melanoma. There is a need for robust biomarkers to identify patients …
survival in advanced melanoma. There is a need for robust biomarkers to identify patients …
Application of the Lugano classification for initial evaluation, staging, and response assessment of Hodgkin and non-Hodgkin lymphoma: the ProLog consensus …
F Ricard, B Cheson, S Barrington… - Journal of Nuclear …, 2023 - Soc Nuclear Med
Our objective was to provide consensus recommendations from a consortium of academic
and industry experts in the field of lymphoma and imaging for consistent application of the …
and industry experts in the field of lymphoma and imaging for consistent application of the …
Reinventing radiation therapy with machine learning and imaging bio-markers (radiomics): State-of-the-art, challenges and perspectives
Radiation therapy is a pivotal cancer treatment that has significantly progressed over the last
decade due to numerous technological breakthroughs. Imaging is now playing a critical role …
decade due to numerous technological breakthroughs. Imaging is now playing a critical role …