[HTML][HTML] Radiomics feature reliability assessed by intraclass correlation coefficient: a systematic review
Radiomics research is rapidly growing in recent years, but more concerns on radiomics
reliability are also raised. This review attempts to update and overview the current status of …
reliability are also raised. This review attempts to update and overview the current status of …
[HTML][HTML] Artificial intelligence and radiomics: fundamentals, applications, and challenges in immunotherapy
Immunotherapy offers the potential for durable clinical benefit but calls into question the
association between tumor size and outcome that currently forms the basis for imaging …
association between tumor size and outcome that currently forms the basis for imaging …
[HTML][HTML] Imaging approaches and radiomics: toward a new era of ultraprecision radioimmunotherapy?
Strong rationale and a growing number of preclinical and clinical studies support combining
radiotherapy and immunotherapy to improve patient outcomes. However, several critical …
radiotherapy and immunotherapy to improve patient outcomes. However, several critical …
Challenges in ensuring the generalizability of image quantitation methods for MRI
Image quantitation methods including quantitative MRI, multiparametric MRI, and radiomics
offer great promise for clinical use. However, many of these methods have limited clinical …
offer great promise for clinical use. However, many of these methods have limited clinical …
Transferability of radiomic signatures from experimental to human interstitial lung disease
HS Gabryś, J Gote-Schniering, M Brunner… - Frontiers in …, 2022 - frontiersin.org
Background Interstitial lung disease (ILD) defines a group of parenchymal lung disorders,
characterized by fibrosis as their common final pathophysiological stage. To improve …
characterized by fibrosis as their common final pathophysiological stage. To improve …
Differentiation between phyllodes tumors and fibroadenomas of breast using mammography-based machine learning methods: a preliminary study
XY Deng, PW Cao, SM Nan, YP Pan, C Yu, T Pan… - Clinical Breast …, 2023 - Elsevier
Objective To investigate the diagnostic performance of a mammography-based radiomics
model for distinguishing phyllodes tumors (PTs) from fibroadenomas (FAs) of the breast …
model for distinguishing phyllodes tumors (PTs) from fibroadenomas (FAs) of the breast …
Prediction of tumor-infiltrating CD20+ B-cells in patients with pancreatic ductal adenocarcinoma using a multilayer perceptron network classifier based on non-contrast …
Q Li, J Yu, H Zhang, Y Meng, YF Liu, H Jiang, M Zhu… - Academic …, 2022 - Elsevier
Rationale and Objectives Conventional chemotherapy has limited benefit in pancreatic
ductal adenocarcinoma (PDAC), necessitating identification of novel therapeutic targets …
ductal adenocarcinoma (PDAC), necessitating identification of novel therapeutic targets …
Early differentiation of irreversible electroporation ablation regions with radiomics features of conventional MRI
A Eresen, C Sun, K Zhou, J Shangguan, B Wang… - Academic radiology, 2022 - Elsevier
Rationale and Objectives Irreversible electroporation (IRE) is a promising non-thermal
ablation technique for the treatment of patients with hepatocellular carcinoma. Early …
ablation technique for the treatment of patients with hepatocellular carcinoma. Early …
[HTML][HTML] Early assessment of irreversible electroporation ablation outcomes by analyzing MRI texture: preclinical study in an animal model of liver tumor
A Eresen, K Zhou, C Sun, J Shangguan… - American journal of …, 2022 - ncbi.nlm.nih.gov
Objectives: Accurate differentiation of temporary vs. permanent changes occurring following
irreversible electroporation (IRE) holds immense importance for the early assessment of …
irreversible electroporation (IRE) holds immense importance for the early assessment of …
The radiomics nomogram predicts the prognosis of pancreatic cancer patients with hepatic metastasis after chemoimmunotherapy
W Lu, G Wu, X Miao, J Ma, Y Wang, H Xu… - Cancer Immunology …, 2024 - Springer
Objective To construct a prognostic model based on MR features and clinical data to
evaluate the progression free survival (PFS), overall survival (OS) and objective response …
evaluate the progression free survival (PFS), overall survival (OS) and objective response …