Radiomics Publications
2024
2023
Advanced Diffusion-Weighted MRI for Cancer Microstructure Assessment in Body Imaging, and Its Relationship With Histology
E Fokkinga, J A Hernandez-Tamames, A Ianus, M Nilsson, C M W Tax, R Perez-Lopez*, F Grussu* (* joint corresponding authors and joint senior/last authors). Advanced Diffusion-Weighted MRI for Cancer Microstructure Assessment in Body Imaging, and Its Relationship With Histology. Journal of Magnetic Resonance Imaging (2023, e-pub ahead of print); doi: 10.1002/jmri.29144. Author accepted manuscript available here.
2022
Diffusion MRI signal cumulants and hepatocyte microstructure at fixed diffusion time: Insights from simulations, 9.4T imaging, and histology
F Grussu, K Bernatowicz, I Casanova-Salas, N Castro, P Nuciforo, J Mateo, I Barba, R Perez-Lopez. Diffusion MRI signal cumulants and hepatocyte microstructure at fixed diffusion time: Insights from simulations, 9.4T imaging, and histology. Magnetic Resonance in Medicine 88(1): 365-379 (2022); doi: 10.1002/mrm.29174.
Voxel-level analysis of normalized DSC-PWI time-intensity curves: a potential generalizable approach and its proof of concept in discriminating glioblastoma and metastasis
A Pons-Escoda, A Garcia-Ruiz, P Naval-Baudin, F Grussu, JJS Fernandez, AC Simo, NV Sarro, A Fernandez-Coello, J Bruna, M Cos, R Perez-Lopez, C Majos. Voxel-level analysis of normalized DSC-PWI time-intensity curves: a potential generalizable approach and its proof of concept in discriminating glioblastoma and metastasis. European Radiology 32, 6, 3705-3715 (2022); doi: 10.1007/s00330-021-08498-1.
2021
Robust imaging habitat computation using voxel-wise radiomics features
K Bernatowicz, F Grussu, M Ligero, et al., R Perez-Lopez. Robust imaging habitat computation using voxel-wise radiomics features. Scientific Reports 11, 20133(2021); doi:10.1038/s41598-021-99701-2.
The Role of CT-Based Radiomics in Precise Imaging of Renal Cancer
M Ligero, K Bernatowicz, R Perez-Lopez. The Role of CT-Based Radiomics in Precise Imaging of Renal Cancer. J Nephrol Sci. 2(2), 1-7 (2021); url:https://www.nephrojournal.com2.
A CT-based Radiomics Signature Is Associated with Response to Immune Checkpoint Inhibitors in Advanced Solid Tumors
M Ligero, A Garcia-Ruiz, C Viaplana, et al., R Perez-Lopez. A CT-based Radiomics Signature Is Associated with Response to Immune Checkpoint Inhibitors in Advanced Solid Tumors. Radiology. Vol 299, No 1 (2021); doi: 10.1148/radiol.2021200928
Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma.
A Garcia-Ruiz, P Naval-Baudin, M Ligero, et al., R Perez-Lopez. Precise enhancement quantification in post-operative MRI as an indicator of residual tumor impact is associated with survival in patients with glioblastoma. Scientific Reports. 11 - 695 (2021); doi: 10.1038/s41598-020-79829-3
2020
Minimizing acquisition-related radiomics variability by image resampling and batch effect correction to allow for large-scale data analysis
M Ligero, O Jordi-Ollero, K Bernatowicz,et al., R Perez-Lopez. Minimizing acquisition-related radiomics variability by image resampling and batch effect correction to allow for large-scale data analysis. European Radiology. 31, 1460–1470 (2020); doi: 10.1007/s00330-020-07174-0
Correlation of the tumour-stroma ratio with diffusion weighted MRI in rectal cancer
S M Zunder, R Perez-Lopez, …, A Garcia-Ruiz, et al. W E Mesker. Correlation of the tumour-stroma ratio with diffusion weighted MRI in rectal cancer. European Journal of Radiology 133, 109345-109345 (2020); doi: 10.1016/j.ejrad.2020.109345
Capturing Hyperprogressive disease with immune checkpoint inhibitors using RECIST 1.1 criteria
I Matos, …, A Garcia Ruiz, et al., Perez-Lopez R, Garralda, E. Capturing Hyperprogressive disease with immune checkpoint inhibitors using RECIST 1.1 criteria. Clinical Cancer Research 26, 8, 1846-1855 (2020); ISSN 1078-0432; doi: 10.1158/1078-0432.CCR-19-2226
