Role of artificial intelligence in radiogenomics for cancers in the era of precision medicine

S Saxena, B Jena, N Gupta, S Das, D Sarmah… - Cancers, 2022 - mdpi.com
Simple Summary Recently, radiogenomics has played a significant role and offered a new
understanding of cancer's biology and behavior in response to standard therapy. It also …

Overview of artificial intelligence in breast cancer medical imaging

D Zheng, X He, J Jing - Journal of Clinical Medicine, 2023 - mdpi.com
The heavy global burden and mortality of breast cancer emphasize the importance of early
diagnosis and treatment. Imaging detection is one of the main tools used in clinical practice …

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 …

Association predictions of genomics, proteinomics, transcriptomics, microbiome, metabolomics, pathomics, radiomics, drug, symptoms, environment factor, and …

Y Pan, X Lei, Y Zhang - Medicinal research reviews, 2022 - Wiley Online Library
Currently, the research of multi‐omics, such as genomics, proteinomics, transcriptomics,
microbiome, metabolomics, pathomics, and radiomics, are hot spots. The relationship …

Omics technologies improving breast cancer research and diagnostics

A Orsini, C Diquigiovanni, E Bonora - International Journal of Molecular …, 2023 - mdpi.com
Breast cancer (BC) has yielded approximately 2.26 million new cases and has caused
nearly 685,000 deaths worldwide in the last two years, making it the most common …

[HTML][HTML] Radiogenomic analysis reveals tumor heterogeneity of triple-negative breast cancer

L Jiang, C You, Y Xiao, H Wang, GH Su, BQ Xia… - Cell Reports …, 2022 - cell.com
Triple-negative breast cancer (TNBC) is a subset of breast cancer with an adverse prognosis
and significant tumor heterogeneity. Here, we extract quantitative radiomic features from …

Unlocking the potential of the human microbiome for identifying disease diagnostic biomarkers

R Hajjo, DA Sabbah, AQ Al Bawab - Diagnostics, 2022 - mdpi.com
The human microbiome encodes more than three million genes, outnumbering human
genes by more than 100 times, while microbial cells in the human microbiota outnumber …

Integrated imaging and molecular analysis to decipher tumor microenvironment in the era of immunotherapy

J Wu, AT Mayer, R Li - Seminars in cancer biology, 2022 - Elsevier
Radiological imaging is an integral component of cancer care, including diagnosis, staging,
and treatment response monitoring. It contains rich information about tumor phenotypes that …

The era of radiogenomics in precision medicine: an emerging approach to support diagnosis, treatment decisions, and prognostication in oncology

L Shui, H Ren, X Yang, J Li, Z Chen, C Yi, H Zhu… - Frontiers in …, 2021 - frontiersin.org
With the rapid development of new technologies, including artificial intelligence and genome
sequencing, radiogenomics has emerged as a state-of-the-art science in the field of …

[HTML][HTML] Radiomic biomarkers of tumor immune biology and immunotherapy response

JH Wang, KA Wahid, LV van Dijk, K Farahani… - Clinical and …, 2021 - Elsevier
Immunotherapies are leading to improved outcomes for many cancers, including those with
devastating prognoses. As therapies like immune checkpoint inhibitors (ICI) become a …