[HTML][HTML] Radiomics feature reliability assessed by intraclass correlation coefficient: a systematic review

C Xue, J Yuan, GG Lo, ATY Chang… - … imaging in medicine …, 2021 - ncbi.nlm.nih.gov
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 …

[HTML][HTML] Artificial intelligence and radiomics: fundamentals, applications, and challenges in immunotherapy

L Dercle, J McGale, S Sun, A Marabelle… - … for Immunotherapy of …, 2022 - ncbi.nlm.nih.gov
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 …

[HTML][HTML] Imaging approaches and radiomics: toward a new era of ultraprecision radioimmunotherapy?

R Sun, T Henry, A Laville, A Carré… - … for Immunotherapy of …, 2022 - ncbi.nlm.nih.gov
Strong rationale and a growing number of preclinical and clinical studies support combining
radiotherapy and immunotherapy to improve patient outcomes. However, several critical …

Challenges in ensuring the generalizability of image quantitation methods for MRI

KE Keenan, JG Delfino, KV Jordanova… - Medical …, 2022 - Wiley Online Library
Image quantitation methods including quantitative MRI, multiparametric MRI, and radiomics
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 …

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 …

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 …

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 …

[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 …

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 …