Radiation oncology in the era of precision medicine

M Baumann, M Krause, J Overgaard, J Debus… - Nature Reviews …, 2016 - nature.com
Technological advances and clinical research over the past few decades have given
radiation oncologists the capability to personalize treatments for accurate delivery of …

A review on segmentation of positron emission tomography images

B Foster, U Bagci, A Mansoor, Z Xu… - Computers in biology and …, 2014 - Elsevier
Abstract Positron Emission Tomography (PET), a non-invasive functional imaging method at
the molecular level, images the distribution of biologically targeted radiotracers with high …

Predicting outcomes in radiation oncology—multifactorial decision support systems

P Lambin, RGPM Van Stiphout… - Nature reviews Clinical …, 2013 - nature.com
With the emergence of individualized medicine and the increasing amount and complexity of
available medical data, a growing need exists for the development of clinical decision …

Classification and evaluation strategies of auto‐segmentation approaches for PET: Report of AAPM task group No. 211

M Hatt, JA Lee, CR Schmidtlein, IE Naqa… - Medical …, 2017 - Wiley Online Library
Purpose The purpose of this educational report is to provide an overview of the present state‐
of‐the‐art PET auto‐segmentation (PET‐AS) algorithms and their respective validation, with …

A review of interventions to reduce inter‐observer variability in volume delineation in radiation oncology

SK Vinod, M Min, MG Jameson… - Journal of medical …, 2016 - Wiley Online Library
Introduction Inter‐observer variability (IOV) in target volume and organ‐at‐risk (OAR)
delineation is a source of potential error in radiation therapy treatment. The aims of this study …

The first MICCAI challenge on PET tumor segmentation

M Hatt, B Laurent, A Ouahabi, H Fayad, S Tan, L Li… - Medical image …, 2018 - Elsevier
Introduction Automatic functional volume segmentation in PET images is a challenge that
has been addressed using a large array of methods. A major limitation for the field has been …

Uncertainties in volume delineation in radiation oncology: a systematic review and recommendations for future studies

SK Vinod, MG Jameson, M Min, LC Holloway - Radiotherapy and Oncology, 2016 - Elsevier
Background and purpose Volume delineation is a well-recognised potential source of error
in radiotherapy. Whilst it is important to quantify the degree of interobserver variability (IOV) …

[HTML][HTML] Volumetric CT-based segmentation of NSCLC using 3D-Slicer

ER Velazquez, C Parmar, M Jermoumi, RH Mak… - Scientific reports, 2013 - nature.com
Accurate volumetric assessment in non-small cell lung cancer (NSCLC) is critical for
adequately informing treatments. In this study we assessed the clinical relevance of a …

Random walk and graph cut for co-segmentation of lung tumor on PET-CT images

W Ju, D Xiang, B Zhang, L Wang… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Accurate lung tumor delineation plays an important role in radiotherapy treatment planning.
Since the lung tumor has poor boundary in positron emission tomography (PET) images and …

Decision support systems for personalized and participative radiation oncology

P Lambin, J Zindler, BGL Vanneste… - Advanced drug delivery …, 2017 - Elsevier
A paradigm shift from current population based medicine to personalized and participative
medicine is underway. This transition is being supported by the development of clinical …