Artificial intelligence-driven radiomics study in cancer: the role of feature engineering and modeling
Modern medicine is reliant on various medical imaging technologies for non-invasively
observing patients' anatomy. However, the interpretation of medical images can be highly …
observing patients' anatomy. However, the interpretation of medical images can be highly …
Radiomics in oncology, part 1: technical principles and gastrointestinal application in CT and MRI
Simple Summary Part I is an overview aimed to investigate some technical principles and
the main fields of radiomic application in gastrointestinal oncologic imaging (CT and MRI) …
the main fields of radiomic application in gastrointestinal oncologic imaging (CT and MRI) …
Computed tomography-based delta-radiomics analysis for discriminating radiation pneumonitis in patients with esophageal cancer after radiation therapy
L Wang, Z Gao, C Li, L Sun, J Li, J Yu… - International Journal of …, 2021 - Elsevier
Purpose Our purpose was to construct a computed tomography (CT)–based delta-radiomics
nomogram and corresponding risk classification system for individualized and accurate …
nomogram and corresponding risk classification system for individualized and accurate …
MLDRL: Multi-loss disentangled representation learning for predicting esophageal cancer response to neoadjuvant chemoradiotherapy using longitudinal CT images
Accurate prediction of pathological complete response (pCR) after neoadjuvant
chemoradiotherapy (nCRT) is essential for clinical precision treatment. However, the …
chemoradiotherapy (nCRT) is essential for clinical precision treatment. However, the …
Radiomics-guided radiation therapy: opportunities and challenges
Radiomics is an advanced image-processing framework, which extracts image features and
considers them as biomarkers towards personalized medicine. Applications include disease …
considers them as biomarkers towards personalized medicine. Applications include disease …
Computed tomography-based radiomics in predicting T stage and length of esophageal squamous cell carcinoma
M Yang, P Hu, M Li, R Ding, Y Wang, S Pan… - Frontiers in …, 2021 - frontiersin.org
Background Because of the superficial and infiltrative spreading patterns of esophageal
squamous cell carcinoma (ESCC), an accurate assessment of tumor extent is challenging …
squamous cell carcinoma (ESCC), an accurate assessment of tumor extent is challenging …
[HTML][HTML] Development and assessment of an individualized nomogram to predict colorectal cancer liver metastases
M Li, X Li, Y Guo, Z Miao, X Liu, S Guo… - Quantitative imaging in …, 2020 - ncbi.nlm.nih.gov
Background This article aims to develop and assess the radiomics paradigm for predicting
colorectal cancer liver metastasis (CRLM) from the primary tumor. Methods This …
colorectal cancer liver metastasis (CRLM) from the primary tumor. Methods This …
[HTML][HTML] Role of radiomics in the diagnosis and treatment of gastrointestinal cancer
Q Mao, MT Zhou, ZP Zhao, N Liu, L Yang… - World journal of …, 2022 - ncbi.nlm.nih.gov
Gastrointestinal cancer (GIC) has high morbidity and mortality as one of the main causes of
cancer death. Preoperative risk stratification is critical to guide patient management, but …
cancer death. Preoperative risk stratification is critical to guide patient management, but …
Application of contrast-enhanced CT radiomics in prediction of early recurrence of locally advanced oesophageal squamous cell carcinoma after trimodal therapy
S Tang, J Ou, J Liu, Y Wu, C Wu, T Chen, X Zhang, R Li… - Cancer Imaging, 2021 - Springer
Background Early recurrence of oesophageal squamous cell carcinoma (SCC) is defined as
recurrence after surgery within 1 year, and appears as local recurrence, distant recurrence …
recurrence after surgery within 1 year, and appears as local recurrence, distant recurrence …
[HTML][HTML] Radiomics signature for the preoperative assessment of stage in advanced colon cancer
The purpose of this study was to develop a radiomics signature for distinguishing stage in
advanced colon cancer (CC). 195 colon cancer patients were enrolled in this study (stage III …
advanced colon cancer (CC). 195 colon cancer patients were enrolled in this study (stage III …