Digital medical x-ray imaging, cad in lung cancer and radiomics in colorectal cancer: Past, present and future

J Porto-Álvarez, GT Barnes, A Villanueva… - Applied Sciences, 2023 - mdpi.com
Computed tomography (CT) introduced medicine to digital imaging. This occurred in the
early 1970s and it was the start of the digital medical imaging revolution. The resulting …

Colorectal liver metastases patients prognostic assessment: prospects and limits of radiomics and radiogenomics

V Granata, R Fusco, SV Setola, R Galdiero… - Infectious agents and …, 2023 - Springer
In this narrative review, we reported un up-to-date on the role of radiomics to assess
prognostic features, which can impact on the liver metastases patient treatment choice. In …

Radiomics and machine learning analysis by computed tomography and magnetic resonance imaging in colorectal liver metastases prognostic assessment

V Granata, R Fusco, F De Muzio, MC Brunese… - La radiologia …, 2023 - Springer
Objective The aim of this study was the evaluation radiomics analysis efficacy performed
using computed tomography (CT) and magnetic resonance imaging in the prediction of …

Histology of metastatic colorectal cancer in a lymph node

S Yokoyama, T Watanabe, Y Fujita, S Matsumura… - Plos one, 2023 - journals.plos.org
Background A primary colorectal cancer (CRC) tumor can contain heterogeneous cancer
cells. As clones of cells with different properties metastasize to lymph nodes (LNs), they …

Collinearity and dimensionality reduction in Radiomics: effect of preprocessing parameters in hypertrophic cardiomyopathy magnetic resonance T1 and T2 mapping

C Marzi, D Marfisi, A Barucci, J Del Meglio, A Lilli… - Bioengineering, 2023 - mdpi.com
Radiomics and artificial intelligence have the potential to become a valuable tool in clinical
applications. Frequently, radiomic analyses through machine learning methods present …

Disappearing colorectal liver metastases: do we really need a ghostbuster?

A Anselmo, C Cascone, L Siragusa, B Sensi… - Healthcare, 2022 - mdpi.com
The development of new systemic treatment strategies has resulted in a significant increase
in the response rates of colorectal liver metastases (CRLM) in the last few years. Although …

Computed tomography imaging phenotypes of hepatoblastoma identified from radiomics signatures are associated with the efficacy of neoadjuvant chemotherapy

Y Chen, MF Froelich, H Tharmaseelan, H Jiang… - Pediatric …, 2024 - Springer
Background Though neoadjuvant chemotherapy has been widely used in the treatment of
hepatoblastoma, there still lacks an effective way to predict its effect. Objective To …

The potential and emerging role of quantitative imaging biomarkers for cancer characterization

H Tharmaseelan, A Hertel, S Rennebaum… - Cancers, 2022 - mdpi.com
Simple Summary Modern, personalized therapy approaches are increasingly changing
advanced cancer into a chronic disease. Compared to imaging, novel omics methodologies …

Radiomics models to predict bone marrow metastasis of neuroblastoma using CT

X Chen, Q Chen, Y Liu, Y Qiu, L Lv, Z Zhang… - Cancer …, 2024 - Wiley Online Library
Background Bone marrow is the leading site for metastasis from neuroblastoma and affects
the prognosis of patients with neuroblastoma. However, the accurate diagnosis of bone …

Integrated diagnostics

V Haselmann, SO Schoenberg, M Neumaier… - Die Radiologie, 2022 - Springer
Background Integrated diagnostics is increasingly gaining scientific traction as it promises to
address several challenges currently facing diagnostic medicine. These challenges range …