Radiomics: Phases of osteoclastic metastasis status in breast cancer identified by morphologic markers
Year: 2025
Type: article
Abstract: In the practical work of radiologists or oncologists, particularly in individualized treatment, a rapid and accurate diagnosis, timely assessments of drug effects, and direction of disease progression are essential. Radiomics and neural networks offer significant help in analyzing data from diagnostic imaging studies. This study examines quantitative biomarkers derived from magnetic resonance imaging, tentatively categorized as mathematical morphological markers, and explores their relationship with osteoclast tumor regression in breast cancer. This study aims to determine the consistency of imaging biomarkers in the stabilization, healing, and progression of breast cancer bone metastases.
Source: Cancer Plus
DOI: 10.36922/cp.6649
Authors: Valentin Steinhauer, Nikolay I. Sergeev
Language: English
Subfield: Radiology, Nuclear Medicine and Imaging
Field: Medicine
Domain: Health Sciences
Open Access status: hybrid
OpenAlex ID: W4408757430