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References from Radiomic clustering using graph network techniques coupled with unbalanced optimal transport. Local targets link to admitted publications; unresolved targets remain external evidence.
Introduction to Radiomics
10.2967/jnumed.118.222893 · 2020 · External reference
Radiomics analysis in medical imaging research
10.1002/jmrs.662 · 2023 · External reference
A feature fusion method based on radiomic features and revised deep features for improving tumor prediction in ultrasound images
10.1016/j.compbiomed.2024.109605 · 2024 · External reference
Predictive modeling of outcomes following definitive chemoradiotherapy for oropharyngeal cancer based on FDG-PET image characteristics
10.1088/1361-6560/aa73cc · 2017 · External reference
10.1016/j.oraloncology.2020.104877
10.1016/j.oraloncology.2020.104877 · External reference
Machine and deep learning methods for radiomics
10.1002/mp.13678 · 2020 · External reference
Antibiotic profile classification of Proteus mirabilis using machine learning: an investigation into multidimensional radiomics features
10.1016/j.compbiomed.2024.109131 · 2024 · External reference
Machine learning models and over-fitting considerations
10.3748/wjg.v28.i5.605 · 2022 · External reference
Reproducibility of radiomic features using network analysis and its application in Wasserstein k-means clustering
2021 · External reference
A tutorial on regularized partial correlation networks
10.1037/met0000167 · 2018 · External reference
Machine learning-based MRI radiogenomics for evaluation of response to induction chemotherapy in head and neck squamous cell carcinoma
2023 · External reference
CT-based radiomics to predict KRAS mutation in CRC patients using a machine learning algorithm: a retrospective study
10.3390/biomedicines11082144 · 2023 · External reference
10.1038/s41467-020-18703-2
10.1038/s41467-020-18703-2 · External reference
Technical Note: Extension of CERR for computational radiomics: a comprehensive MATLAB platform for reproducible radiomics research
2018 · External reference
10.1007/s10278-013-9622-7
10.1007/s10278-013-9622-7 · External reference
Non-small cell lung cancer radiogenomics map identifies relationships between molecular and imaging phenotypes with prognostic implications
10.1148/radiol.2017161845 · 2018 · External reference
10.1038/sdata.2018.202
10.1038/sdata.2018.202 · External reference
10.1158/2159-8290.cd-12-0095
10.1158/2159-8290.cd-12-0095 · External reference
Immunedeconv: an R package for unified access to computational methods for estimating immune cell fractions from bulk RNA-sequencing data
10.1007/978-1-0716-0327-7_16 · 2020 · External reference
10.1038/nmeth.3337
10.1038/nmeth.3337 · External reference
Inference of radio-responsive gene regulatory networks using the graphical lasso algorithm
10.1186/1471-2105-15-s7-s5 · 2014 · External reference
10.1093/biostatistics/kxm045
10.1093/biostatistics/kxm045 · External reference
10.18637/jss.v048.i04
10.18637/jss.v048.i04 · External reference
Extended Bayesian information criteria for Gaussian graphical models
2010 · External reference
Unbalanced optimal transport, from theory to numerics
2023 · External reference
Optimized data fusion for kernel k-means clustering
10.1109/tpami.2011.255 · 2012 · External reference
Deep learning biomarker of chronometric and biological ischemic stroke lesion age from unenhanced CT
10.1038/s41746-024-01325-z · 2024 · External reference
Visual interpretable MRI fine grading of meniscus injury for intelligent assisted diagnosis and treatment
10.1038/s41746-024-01082-z · 2024 · External reference
Radiomics-based deep learning prediction of overall survival in non-small-cell lung cancer using contrast-enhanced computed tomography
2022 · External reference
Development and validation of a novel hypoxia-related signature for prognostic and immunogenic evaluation in head and neck squamous cell carcinoma
10.3389/fonc.2022.943945 · 2022 · External reference
A systematic and comprehensive analysis of T cell exhaustion related to therapy in lung adenocarcinoma tumor microenvironment
10.3389/fphar.2023.1126916 · 2023 · External reference
10.1016/j.athoracsur.2019.08.050
10.1016/j.athoracsur.2019.08.050 · External reference
