[HTML][HTML] Introduction to radiomics for a clinical audience

C McCague, S Ramlee, M Reinius, I Selby, D Hulse… - Clinical Radiology, 2023 - Elsevier
Radiomics is a rapidly developing field of research focused on the extraction of quantitative
features from medical images, thus converting these digital images into minable, high …

[HTML][HTML] Application of radiomics-based multiomics combinations in the tumor microenvironment and cancer prognosis

W Kang, X Qiu, Y Luo, J Luo, Y Liu, J Xi, X Li… - Journal of Translational …, 2023 - Springer
The advent of immunotherapy, a groundbreaking advancement in cancer treatment, has
given rise to the prominence of the tumor microenvironment (TME) as a critical area of …

[HTML][HTML] Radiomics: a review of current applications and possibilities in the assessment of tumor microenvironment

C Xue, Q Zhou, H Xi, J Zhou - Diagnostic and Interventional Imaging, 2023 - Elsevier
With the recent success in the application of immunotherapy for treating various advanced
cancers, the tumor microenvironment has rapidly become an important field of research. The …

[HTML][HTML] The current understanding of the immune landscape relative to radiotherapy across tumor types

C Iliadi, L Verset, C Bouchart, P Martinive… - Frontiers in …, 2023 - frontiersin.org
Radiotherapy is part of the standard of care treatment for a great majority of cancer patients.
As a result of radiation, both tumor cells and the environment around them are affected …

[HTML][HTML] Radiogenomics: hunting down liver metastasis in colorectal cancer patients

C de la Pinta, ME Castillo, M Collado… - Cancers, 2021 - mdpi.com
Simple Summary Colorectal cancer (CRC) is the third leading cause of cancer and the
second most deadly tumor type in the world. The liver is the most common site of metastasis …

[HTML][HTML] Radiogenomics: Contemporary Applications in the Management of Rectal Cancer

NJ O'Sullivan, HC Temperley, MT Horan, A Corr… - Cancers, 2023 - mdpi.com
Simple Summary Rectal tumour biological characteristics play an important role in
determining treatment regimen, predicting treatment response and predicting prognosis …

[HTML][HTML] Radiomic Signatures Associated with CD8+ Tumour-Infiltrating Lymphocytes: A Systematic Review and Quality Assessment Study

S Ramlee, D Hulse, K Bernatowicz, R Pérez-López… - Cancers, 2022 - mdpi.com
Simple Summary Immune checkpoint inhibitors can be effective drugs to treat cancer.
However, only a minority of patients derive benefits. An important determinant of treatment …

Multi-parameter diffusion and perfusion magnetic resonance imaging and radiomics nomogram for preoperative evaluation of aquaporin-1 expression in rectal cancer

Y Chen, B Li, Z Jiang, H Li, Y Dang, C Tang, Y Xia… - Abdominal …, 2022 - Springer
Purpose The overexpression of aquaporin-1 (AQP1) is associated with poor prognosis in
rectal cancer. This study aimed to explore the value of multi-parameter diffusion and …

[HTML][HTML] Machine learning-based MRI radiomics for assessing the level of tumor infiltrating lymphocytes in oral tongue squamous cell carcinoma: a pilot study

J Ren, G Yang, Y Song, C Zhang, Y Yuan - BMC Medical Imaging, 2024 - Springer
Background To investigate the value of machine learning (ML)-based magnetic resonance
imaging (MRI) radiomics in assessing tumor-infiltrating lymphocyte (TIL) levels in patients …

[HTML][HTML] Radiomic models based on magnetic resonance imaging predict the spatial distribution of CD8+ tumor-infiltrating lymphocytes in breast cancer

SH Jeon, SW Kim, K Na, M Seo, YM Sohn… - Frontiers in …, 2022 - frontiersin.org
Infiltration of CD8+ T cells and their spatial contexture, represented by immunophenotype,
predict the prognosis and therapeutic response in breast cancer. However, a non-surgical …