A review of radiomics and genomics applications in cancers: the way towards precision medicine

S Li, B Zhou - Radiation Oncology, 2022 - Springer
The application of radiogenomics in oncology has great prospects in precision medicine.
Radiogenomics combines large volumes of radiomic features from medical digital images …

[HTML][HTML] [18F] FDG-PET/CT radiomics and artificial intelligence in lung cancer: technical aspects and potential clinical applications

R Manafi-Farid, E Askari, I Shiri, C Pirich… - Seminars in nuclear …, 2022 - Elsevier
Lung cancer is the second most common cancer and the leading cause of cancer-related
death worldwide. Molecular imaging using [18 F] fluorodeoxyglucose Positron Emission …

MRI-LINAC: A transformative technology in radiation oncology

J Ng, F Gregucci, RT Pennell, H Nagar… - Frontiers in …, 2023 - frontiersin.org
Advances in radiotherapy technologies have enabled more precise target guidance,
improved treatment verification, and greater control and versatility in radiation delivery …

The diagnosis, classification, and treatment of sarcoma in this era of artificial intelligence and immunotherapy

A Crombé, M Roulleau‐Dugage… - Cancer …, 2022 - Wiley Online Library
Soft‐tissue sarcomas (STS) represent a group of rare and heterogeneous tumors associated
with several challenges, including incorrect or late diagnosis, the lack of clinical expertise …

Radiomics for characterization of the glioma immune microenvironment

N Khalili, AF Kazerooni, A Familiar, D Haldar… - NPJ precision …, 2023 - nature.com
Increasing evidence suggests that besides mutational and molecular alterations, the
immune component of the tumor microenvironment also substantially impacts tumor …

Artificial Intelligence-based Radiomics in the Era of Immuno-oncology

CY Kang, SE Duarte, HS Kim, E Kim, J Park… - The …, 2022 - academic.oup.com
The recent, rapid advances in immuno-oncology have revolutionized cancer treatment and
spurred further research into tumor biology. Yet, cancer patients respond variably to …

Tumor microenvironment, radiology, and artificial intelligence: should we consider tumor periphery?

A Mohammadi… - … of Ultrasound in …, 2022 - Wiley Online Library
Objectives The tumor microenvironment (TME) consists of cellular and noncellular
components which enable the tumor to interact with its surroundings and plays an important …

Additional value of PET radiomic features for the initial staging of prostate cancer: a systematic review from the literature

P Guglielmo, F Marturano, A Bettinelli, M Gregianin… - Cancers, 2021 - mdpi.com
Simple Summary Prostate cancer (PCa) is one of the most frequent malignancies diagnosed
in men and its prognosis depends on the stage at diagnosis. Molecular imaging, namely …

The role of radiomics in the era of immune checkpoint inhibitors: a new protagonist in the jungle of response criteria

A Castello, M Castellani, L Florimonte, L Urso… - Journal of Clinical …, 2022 - mdpi.com
Simple Summary The introduction of immune checkpoint inhibitors has represented a
milestone in cancer treatment. Despite PD-L1 expression being the standard biomarker …

Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases

R Saber, D Henault, N Messaoudi, R Rebolledo… - Journal of translational …, 2023 - Springer
Background Finding a noninvasive radiomic surrogate of tumor immune features could help
identify patients more likely to respond to novel immune checkpoint inhibitors. Particularly …