Skip to content

Citations

Tom Doel edited this page Apr 13, 2023 · 9 revisions

Main citations

If you use this software for a publication, please cite the following, as appropriate

Lobe segmentation:

Doel, T.; Matin, T.N.; Gleeson, F.V.; Gavaghan, D.J.; Grau, V., Pulmonary lobe segmentation from CT images using fissureness, airways, vessels and multilevel B-splines. Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on , vol., no., pp.1491-1494, 2-5 May 2012. doi: https://doi.org/10.1109/ISBI.2012.6235854

Multimodal analysis

Tahreema N. Matin, Najib Rahman, Annabel H. Nickol, Mitchell Chen, Xiaojun Xu, Neil J. Stewart, Tom Doel, Vicente Grau, James M. Wild, and Fergus V. Gleeson. Chronic Obstructive Pulmonary Disease: Lobar Analysis with Hyperpolarized 129Xe MR Imaging Radiology 2017 282:3, 857-868 https://doi.org/10.1148/radiol.2016152299

Airway, lung and lobe analysis and modelling

KS Burrowes‚ T Doel‚ M Kim‚ C Vargas‚ J Roca‚ V Grau and D Kay: A combined image-modelling approach assessing the impact of hyperinflation due to emphysema on regional ventilation–perfusion matching. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 04/2015; DOI: https://doi.org/10.1080/21681163.2015.1023358

Burrowes KS, Doel T, Brightling C. Computational modeling of the obstructive lung diseases asthma and COPD. Journal of Translational Medicine. 2014;12(Suppl 2):S5. DOI: https://doi.org/10.1186/1479-5876-12-S2-S5.

Pulmonary Toolkit

Doel, T. Developing Clinical Measures of Lung Function in COPD Patients Using Medical Imaging and Computational Modelling. PhD thesis. University of Oxford, 2012.

Other research projects that have used PTK

Pakzad, A. et al., Quantifying morphological airway damage in idiopathic pulmonary fibrosis. European Respiratory Journal Sep 2022, 60 (suppl 66) 2547. DOI: https://doi.org/10.1183/13993003.congress-2022.2547

Veiga, C. et al. Novel CT-Based Objective Imaging Biomarkers of Long-Term Radiation-Induced Lung Damage. International Journal of Radiation Oncology* Biology* Physics 2018. 102 (4), 1287-1298. DOI: https://doi.org/10.1016/j.ijrobp.2018.06.006

Bragman, F. et al. Pulmonary Lobe Segmentation With Probabilistic Segmentation of the Fissures and a Groupwise Fissure Prior. IEEE Transactions on Medical Imaging 2017. Volume: 36, Issue 8, DOI: https://doi.org/10.1109/TMI.2017.2688377

Other Citations

Other algorithms used in the code

Registration:

Cahill, N.D., Noble, J.A., Hawkes, D.J., Ray, L.A.: Fast fluid registration with Dirichlet boundary conditions: a transform-based approach. IEEE International Symposium on Biomedical Imaging, 712-715 (2007).

Vesselness:

Frangi, A., Niessen, W.J., Vincken, K., Viergever, M.A.: Multiscale vessel enhancement filtering. Medical Image Computing and Computer-Assisted Intervention 1496, 130-137 (1998).

Watershed algorithm:

Vincent, L., Soille, P.: Watersheds in digital spaces: an efficient algorithm based on immersion simulations. IEEE Transactions on Pattern Analysis and Machine Intelligence 13(6), 583-598 (1991).

Multilevel B-splines:

S. Lee, G. Wolberg, and S. Y. Shin. Scattered data interpolation with multilevel B-splines. IEEE Transactions on Visualization and Computer Graphics, 3(3):229--244, 1997.