[HTML][HTML] Challenges and limitations in applying radiomics to PET imaging: Possible opportunities and avenues for research

A Stefano - Computers in Biology and Medicine, 2024 - Elsevier
challenges in quantification and standardization. The integration of radiomics into PET imaging
… ([18F]-FDG)-PET radiomics features in 120 non-small cell lung cancer (NSCLC) patients. …

PET/MRI attenuation estimation in the lung: a review of past, present, and potential techniques

J Lillington, L Brusaferri, K Kläser, K Shmueli… - Medical …, 2020 - Wiley Online Library
… quantitative information from the PET images. This requires access … to outline technologies
for improved lung LAC determination. … In this work, only the lung values are updated, while the …

[HTML][HTML] A review on advances in 18F-FDG PET/CT radiomics standardisation and application in lung disease management

N Anan, R Zainon, M Tamal - Insights into imaging, 2022 - Springer
… F-FDG PET/CT produces more precise image quantification … The second part of this paper
addresses the challenges face in … The work was based on the hypothesis that the nodule and …

Quantitative PET in the 2020s: a roadmap

SR Meikle, V Sossi, E Roncali, SR Cherry… - Physics in medicine …, 2021 - iopscience.iop.org
… So, while we continue to work on techniques that further reduce … for use as PET imaging
agents, many challenges remain. These … quantitation of small structures in clinical PET images. …

[HTML][HTML] Influences on PET quantification and interpretation

JMM Rogasch, F Hofheinz, L van Heek, CA Voltin… - Diagnostics, 2022 - mdpi.com
… The effects on the clinical value of PET imaging and its … important factors influencing
quantification and interpretation … [ 18 F]FDG-PET in non-small cell lung cancer or metastatic breast …

Challenges and opportunities for artificial intelligence in oncological imaging

HMC Cheung, D Rubin - Clinical radiology, 2021 - Elsevier
imaging, computed tomography (CT) of the chest for lung cancer screening is becoming more
accepted. Automatic lung … detection, diagnosis, and determination of treatment response. …

PET parametric imaging: past, present, and future

G Wang, A Rahmim, RN Gunn - IEEE transactions on radiation …, 2020 - ieeexplore.ieee.org
… In Section III, we discuss current challenges and emerging opportunities with new-… One
such organ is the lung for which the potential of PET kinetic quantification has been investigated (…

Benefit of improved performance with state-of-the art digital PET/CT for lesion detection in oncology

S Surti, V Viswanath… - Journal of Nuclear …, 2020 - Soc Nuclear Med
… for varying imaging times, we were able to quantify the … : the lung beads are not the same
as real lung structures, and real … However, for this work our aim was to study the impact of the …

[HTML][HTML] Recent and current advances in FDG-PET imaging within the field of clinical oncology in NSCLC: a review of the literature

K Kaseda - Diagnostics, 2020 - mdpi.com
… , but often involves diagnostic issues and large intra- and … best opportunity for long-term
survival; therefore, FDG-PET/… to be visualized and quantified on a molecular level, has also …

A modern review of the uncertainties in volumetric imaging of respiratory‐induced target motion in lung radiotherapy

I Vergalasova, J Cai - Medical physics, 2020 - Wiley Online Library
… The main pitfall of quantifying tumor motion with 3D imaging techniques is that the static …
challenges, researchers have done a tremendous amount of work to address these issues, and …