Cargando…

Robust imaging habitat computation using voxel-wise radiomics features

Tumor heterogeneity has been postulated as a hallmark of treatment resistance and a cure constraint in cancer patients. Conventional quantitative medical imaging (radiomics) can be extended to computing voxel-wise features and aggregating tumor subregions with similar radiological phenotypes (imagin...

Descripción completa

Detalles Bibliográficos
Autores principales:	Bernatowicz, Kinga, Grussu, Francesco, Ligero, Marta, Garcia, Alonso, Delgado, Eric, Perez-Lopez, Raquel
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8505612/ https://www.ncbi.nlm.nih.gov/pubmed/34635786 http://dx.doi.org/10.1038/s41598-021-99701-2

Ejemplares similares

Minimizing acquisition-related radiomics variability by image resampling and batch effect correction to allow for large-scale data analysis
por: Ligero, Marta, et al.
Publicado: (2020)

Registration quality filtering improves robustness of voxel-wise analyses to the choice of brain template
por: Gil, Nelson, et al.
Publicado: (2020)

Voxel-Wise Feature Selection Method for CNN Binary Classification of Neuroimaging Data
por: Messina, Domenico, et al.
Publicado: (2021)

Three-Dimensional Voxel-Wise Quantitative Assessment of Imaging Features in Hepatocellular Carcinoma
por: Huang, Chongfei, et al.
Publicado: (2023)

Diffusion MRI signal cumulants and hepatocyte microstructure at fixed diffusion time: Insights from simulations, 9.4T imaging, and histology
por: Grussu, Francesco, et al.
Publicado: (2022)

Radiomic Signatures Associated with CD8(+) Tumour-Infiltrating Lymphocytes: A Systematic Review and Quality Assessment Study
por: Ramlee, Syafiq, et al.
Publicado: (2022)

The Impact of Covariates in Voxel-Wise Lesion-Symptom Mapping
por: Rajashekar, Deepthi, et al.
Publicado: (2020)

Voxel-Wise Quantitative Mapping of the Brain Association Ability
por: Chen, Kai, et al.
Publicado: (2021)

Mapping individual voxel-wise morphological connectivity using wavelet transform of voxel-based morphology
por: Wang, Xun-Heng, et al.
Publicado: (2018)

VoxelStats: A MATLAB Package for Multi-Modal Voxel-Wise Brain Image Analysis
por: Mathotaarachchi, Sulantha, et al.
Publicado: (2016)

Voxel‐wise supervised analysis of tumors with multimodal engineered features to highlight interpretable biological patterns
por: Escobar, Thibault, et al.
Publicado: (2022)

A Voxel-Wise Meta-Analysis on the Cerebellum in Essential Tremor
por: Mavroudis, Ioannis, et al.
Publicado: (2021)

Voxel size and gray level normalization of CT radiomic features in lung cancer
por: Shafiq-ul-Hassan, Muhammad, et al.
Publicado: (2018)

Mapping the Voxel-Wise Effective Connectome in Resting State fMRI
por: Wu, Guo-Rong, et al.
Publicado: (2013)

Volumetric and Voxel-Wise Analysis of Dominant Intraprostatic Lesions on Multiparametric MRI
por: Lee, Joon, et al.
Publicado: (2019)

Voxel-wise lesion mapping of restless legs syndrome in multiple sclerosis
por: Fröhlich, Kilian, et al.
Publicado: (2022)

Predicting Regions of Local Recurrence in Glioblastomas Using Voxel-Based Radiomic Features of Multiparametric Postoperative MRI
por: Cepeda, Santiago, et al.
Publicado: (2023)

Comparison of different deconvolution algorithms for voxel-wise quantitative MR perfusion assessment
por: Nooralipour, Niloufar Zarinabad, et al.
Publicado: (2011)

Voxel-Wise Meta-Analysis of Gray Matter Changes in Amyotrophic Lateral Sclerosis
por: Shen, Dongchao, et al.
Publicado: (2016)

A Voxel-Wise Meta-Analysis of Gray Matter Abnormalities in Essential Tremor
por: Han, Qing, et al.
Publicado: (2018)

Voxel-wise deviations from healthy aging for the detection of region-specific atrophy
por: Klöppel, Stefan, et al.
Publicado: (2018)

Voxel-Wise Analysis of Structural and Functional MRI for Lateralization of Handedness in College Students
por: Wang, Haha, et al.
Publicado: (2021)

Assessing robustness of radiomic features by image perturbation
por: Zwanenburg, Alex, et al.
Publicado: (2019)

Voxel‐wise intermodal coupling analysis of two or more modalities using local covariance decomposition
por: Hu, Fengling, et al.
Publicado: (2022)

Stimulus-Related Independent Component and Voxel-Wise Analysis of Human Brain Activity during Free Viewing of a Feature Film
por: Lahnakoski, Juha M., et al.
Publicado: (2012)

Studying Sub-Dendrograms of Resting-State Functional Networks with Voxel-Wise Hierarchical Clustering
por: Wang, Yanlu, et al.
Publicado: (2016)

Dynamic image denoising for voxel-wise quantification with Statistical Parametric Mapping in molecular neuroimaging
por: Tsartsalis, Stergios, et al.
Publicado: (2018)

Spatial correlations exploitation based on nonlocal voxel-wise GWAS for biomarker detection of AD
por: Huang, Meiyan, et al.
Publicado: (2018)

The Preferred Locations of Meningioma According to Different Biological Characteristics Based on Voxel-Wise Analysis
por: Sun, Chongran, et al.
Publicado: (2020)

A comprehensive approach for correcting voxel‐wise b‐value errors in diffusion MRI
por: Lee, Yoojin, et al.
Publicado: (2019)

A voxel-wise assessment of growth differences in infants developing autism spectrum disorder
por: Cárdenas-de-la-Parra, A., et al.
Publicado: (2020)

Abnormalities of Localized Connectivity in Obsessive-Compulsive Disorder: A Voxel-Wise Meta-Analysis
por: Qing, Xiuli, et al.
Publicado: (2021)

Gray Matter Changes in Juvenile Myoclonic Epilepsy. A Voxel-Wise Meta-Analysis
por: Kazis, Dimitrios, et al.
Publicado: (2021)

Voxel-Wise Brain-Wide Functional Connectivity Abnormalities in Patients with Primary Blepharospasm at Rest
por: Pan, Pan, et al.
Publicado: (2021)

Regionconnect: Rapidly extracting standardized brain connectivity information in voxel-wise neuroimaging studies
por: Qi, Xiaoxiao, et al.
Publicado: (2020)

Automatic detection and voxel‐wise mapping of lumbar spine Modic changes with deep learning
por: Gao, Kenneth T., et al.
Publicado: (2022)

Evaluation of functional and metabolic tumor volume using voxel-wise analysis in childhood rhabdomyosarcoma
por: Maennlin, Simon, et al.
Publicado: (2022)

An image registration method for voxel-wise analysis of whole-body oncological PET-CT
por: Jönsson, Hanna, et al.
Publicado: (2022)

Radiomics feature robustness as measured using an MRI phantom
por: Lee, Joonsang, et al.
Publicado: (2021)

Voxel-Wise Analysis of Diffusion Tensor Imaging for Clinical Outcome of Cochlear Implantation: Retrospective Study
por: Chang, Yongmin, et al.
Publicado: (2012)

Cannot write session to /tmp/vufind_sessions/sess_fshf8a7dmee6rsl31f22itoha8