Introduction to radiomics
Radiomics is a rapidly evolving field of research concerned with the extraction of quantitative
metrics—the so-called radiomic features—within medical images. Radiomic features capture …
metrics—the so-called radiomic features—within medical images. Radiomic features capture …
Tumour evolution in hepatocellular carcinoma
AJ Craig, J Von Felden, T Garcia-Lezana… - Nature reviews …, 2020 - nature.com
Hepatocellular carcinoma (HCC), the most common form of primary liver cancer, typically
develops on the background of chronic liver disease and is an aggressive disease with …
develops on the background of chronic liver disease and is an aggressive disease with …
Prognostic value of deep learning PET/CT-based radiomics: potential role for future individual induction chemotherapy in advanced nasopharyngeal carcinoma
Purpose: We aimed to evaluate the value of deep learning on positron emission tomography
with computed tomography (PET/CT)–based radiomics for individual induction …
with computed tomography (PET/CT)–based radiomics for individual induction …
VEGF-C mediates tumor growth and metastasis through promoting EMT-epithelial breast cancer cell crosstalk
D Kong, H Zhou, D Neelakantan, CJ Hughes, JY Hsu… - Oncogene, 2021 - nature.com
It is well established that a subset of cells within primary breast cancers can undergo an
epithelial-to-mesenchymal transition (EMT), although the role of EMT in metastasis remains …
epithelial-to-mesenchymal transition (EMT), although the role of EMT in metastasis remains …
The emerging links between chromosomal instability (CIN), metastasis, inflammation and tumour immunity
AE Tijhuis, SC Johnson, SE McClelland - Molecular cytogenetics, 2019 - Springer
Many cancers possess an incorrect number of chromosomes, a state described as
aneuploidy. Aneuploidy is often caused by Chromosomal Instability (CIN), a process of …
aneuploidy. Aneuploidy is often caused by Chromosomal Instability (CIN), a process of …
High-resolution clonal mapping of multi-organ metastasis in triple negative breast cancer
Most triple negative breast cancers (TNBCs) are aggressively metastatic with a high degree
of intra-tumoral heterogeneity (ITH), but how ITH contributes to metastasis is unclear. Here …
of intra-tumoral heterogeneity (ITH), but how ITH contributes to metastasis is unclear. Here …
The potential role of leptin in tumor invasion and metastasis
A Ray, MP Cleary - Cytokine & growth factor reviews, 2017 - Elsevier
The adipocyte-released hormone-like cytokine/adipokine leptin behaves differently in
obesity compared to its functions in the normal healthy state. In obese individuals, elevated …
obesity compared to its functions in the normal healthy state. In obese individuals, elevated …
Phenotypic heterogeneity and metastasis of breast cancer cells
Although intratumoral genomic heterogeneity can impede cancer research and treatment,
less is known about the effects of phenotypic heterogeneities. To investigate the role of cell …
less is known about the effects of phenotypic heterogeneities. To investigate the role of cell …
Machine learning models predict overall survival and progression free survival of non-surgical esophageal cancer patients with chemoradiotherapy based on CT …
Y Cui, Z Li, M Xiang, D Han, Y Yin, C Ma - Radiation Oncology, 2022 - Springer
Purpose To construct machine learning models for predicting progression free survival
(PFS) and overall survival (OS) with esophageal squamous cell carcinoma (ESCC) patients …
(PFS) and overall survival (OS) with esophageal squamous cell carcinoma (ESCC) patients …
Subclonal heterogeneity and evolution in breast cancer
I Mavrommati, F Johnson, GV Echeverria… - NPJ Breast Cancer, 2021 - nature.com
Subclonal heterogeneity and evolution are characteristics of breast cancer that play a
fundamental role in tumour development, progression and resistance to current therapies. In …
fundamental role in tumour development, progression and resistance to current therapies. In …