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 …

Application of artificial intelligence in the diagnosis, treatment, and recurrence prediction of peritoneal carcinomatosis

GX Wei, YW Zhou, ZP Li, M Qiu - Heliyon, 2024 - cell.com
Peritoneal carcinomatosis (PC) is a type of secondary cancer which is not sensitive to
conventional intravenous chemotherapy. Treatment strategies for PC are usually palliative …

Effects of MRI radiomics combined with clinical data in evaluating lymph node metastasis in mrT1-3a staging rectal cancer

X Dong, G Ren, Y Chen, H Yong, T Zhang, Q Yin… - Frontiers in …, 2023 - frontiersin.org
Objective To investigate the value of a clinical-MRI radiomics model based on clinical
characteristics and T2-weighted imaging (T2WI) for preoperatively evaluating lymph node …

Prediction of distant metastasis in esophageal cancer using a radiomics–clinical model

C Zhu, F Mu, S Wang, Q Qiu, S Wang… - European Journal of …, 2022 - Springer
Background Distant metastasis, which occurs at a rate of 25% in patients with esophageal
cancer (EC), has a poor prognosis, with previous studies reporting an overall survival of only …

Development and validation of a meta-learning-based multi-modal deep learning algorithm for detection of peritoneal metastasis

H Zhang, X Zhu, B Li, X Dai, X Bao, Q Fu… - International journal of …, 2022 - Springer
Purpose The existing medical imaging tools have a detection accuracy of 97% for peritoneal
metastasis (PM) bigger than 0.5 cm, but only 29% for that smaller than 0.5 cm, the early …

Repeatability of radiomics studies in colorectal cancer: a systematic review

Y Liu, X Wei, X Feng, Y Liu, G Feng, Y Du - BMC gastroenterology, 2023 - Springer
Background Recently, radiomics has been widely used in colorectal cancer, but many
variable factors affect the repeatability of radiomics research. This review aims to analyze …

A radiomics-boosted deep-learning for risk assessment of synchronous peritoneal metastasis in colorectal cancer

D Zhang, BS Zheng, LW Xu, YC Wu, C Shen… - Insights into …, 2024 - Springer
Objectives Synchronous colorectal cancer peritoneal metastasis (CRPM) has a poor
prognosis. This study aimed to create a radiomics-boosted deep learning model by PET/CT …

Computed tomography-based texture assessment for the differentiation of benign, borderline, and early-stage malignant ovarian neoplasms

Z He, J Chen, F Yang, X Pan… - Journal of International …, 2023 - journals.sagepub.com
Objective This study was performed to examine the value of computed tomography-based
texture assessment for characterizing different types of ovarian neoplasms. Methods This …

[HTML][HTML] Imaging Evaluation of Peritoneal Metastasis: Current and Promising Techniques

C Fu, B Zhang, T Guo, J Li - Korean Journal of Radiology, 2024 - ncbi.nlm.nih.gov
Early diagnosis, accurate assessment, and localization of peritoneal metastasis (PM) are
essential for the selection of appropriate treatments and surgical guidance. However …

Development and validation of a novel radiomics nomogram for prediction of early recurrence in colorectal cancer

Z Xie, Q Zhang, X Wang, Y Chen, Y Deng, H Lin… - European Journal of …, 2023 - Elsevier
Background Early recurrence (ER) is a significant concern following curative resection of
advanced colorectal cancer (CRC) and is linked to poor long-term survival. Reliable …