Cargando…

Multisequence MRI-based radiomics nomogram for early prediction of osimertinib resistance in patients with non-small cell lung cancer brain metastases

BACKGROUND: Osimertinib resistance is a major problem in the course of targeted therapy for non-small cell lung cancer (NSCLC) patients. To develop and validate a multisequence MRI-based radiomics nomogram for early prediction of osimertinib resistance in NSCLC with brain metastases (BM). METHODS: P...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lv, Xinna, Li, Ye, Xu, Xiaoyue, Zheng, Ziwei, Li, Fang, Fang, Kun, Wang, Yue, Wang, Bing, Hou, Dailun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10485591/ https://www.ncbi.nlm.nih.gov/pubmed/37692549 http://dx.doi.org/10.1016/j.ejro.2023.100521

Ejemplares similares

A Nomogram Combining MRI Multisequence Radiomics and Clinical Factors for Predicting Recurrence of High-Grade Serous Ovarian Carcinoma
por: Li, Cuiping, et al.
Publicado: (2022)

Dual-Level Augmentation Radiomics Analysis for Multisequence MRI Meningioma Grading
por: Cai, Zongyou, et al.
Publicado: (2023)

Nomograms of Combining MRI Multisequences Radiomics and Clinical Factors for Differentiating High-Grade From Low-Grade Serous Ovarian Carcinoma
por: Li, Cuiping, et al.
Publicado: (2022)

Radiomics models based on multisequence MRI for predicting PD-1/PD-L1 expression in hepatocellular carcinoma
por: Gong, Xue-Qin, et al.
Publicado: (2023)

Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization
por: Toivonen, Jussi, et al.
Publicado: (2019)

CT-based nomogram for early identification of T790M resistance in metastatic non-small cell lung cancer before first-line epidermal growth factor receptor-tyrosine kinase inhibitors therapy
por: Li, Ye, et al.
Publicado: (2023)

Radiomics analysis of lung CT for multidrug resistance prediction in active tuberculosis: a multicentre study
por: Li, Ye, et al.
Publicado: (2023)

An MRI-based radiomics nomogram for differentiating spinal metastases from multiple myeloma
por: Zhang, Shuai, et al.
Publicado: (2023)

Utility of Machine Learning and Radiomics Based on Cavity for Predicting the Therapeutic Response of MDR-TB
por: Lv, Xinna, et al.
Publicado: (2023)

Automated brain extraction of multisequence MRI using artificial neural networks
por: Isensee, Fabian, et al.
Publicado: (2019)

MRI-based Radiomics nomogram to detect primary rectal cancer with synchronous liver metastases
por: Shu, Zhenyu, et al.
Publicado: (2019)

Accurate Preoperative Distinction of Intracranial Hemangiopericytoma From Meningioma Using a Multihabitat and Multisequence-Based Radiomics Diagnostic Technique
por: Wei, Jingwei, et al.
Publicado: (2020)

Clinical implementation of multisequence MRI‐based adaptive intracavitary brachytherapy for cervix cancer
por: Zoberi, Jacqueline E., et al.
Publicado: (2016)

Applying multisequence MRI radiomics of the primary tumor and lymph node to predict HPV-related p16 status in patients with oropharyngeal squamous cell carcinoma
por: Li, Qiao, et al.
Publicado: (2023)

Machine learning and radiomics for the prediction of multidrug resistance in cavitary pulmonary tuberculosis: a multicentre study
por: Li, Ye, et al.
Publicado: (2022)

Saliency-based 3D convolutional neural network for categorising common focal liver lesions on multisequence MRI
por: Wang, Shu-Hui, et al.
Publicado: (2021)

Prediction of prostate cancer aggressiveness using (18)F-Fluciclovine (FACBC) PET and multisequence multiparametric MRI
por: Movahedi, Parisa, et al.
Publicado: (2020)

Development and validation of a MRI-based combined radiomics nomogram for differentiation in chondrosarcoma
por: Li, Xiaofen, et al.
Publicado: (2023)

MRI-based radiomics nomogram for differentiation of solitary metastasis and solitary primary tumor in the spine
por: Li, Sha, et al.
Publicado: (2023)

A MRI-based radiomics nomogram for evaluation of renal function in ADPKD
por: Li, Xiaojiao, et al.
Publicado: (2022)

Predicting pathological complete response of neoadjuvant radiotherapy and targeted therapy for soft tissue sarcoma by whole-tumor texture analysis of multisequence MRI imaging
por: Miao, Lei, et al.
Publicado: (2022)

Radiomics Nomogram Improves the Prediction of Epilepsy in Patients With Gliomas
por: Jie, Bai, et al.
Publicado: (2022)

Radiomics of liver MRI predict metastases in mice
por: Becker, Anton S., et al.
Publicado: (2018)

PET/MRI Radiomics in Patients With Brain Metastases
por: Lohmann, Philipp, et al.
Publicado: (2020)

Differentiation of Benign From Malignant Parotid Gland Tumors Using Conventional MRI Based on Radiomics Nomogram
por: Qi, Jinbo, et al.
Publicado: (2022)

Prediction of tumor response via a pretreatment MRI radiomics-based nomogram in HCC treated with TACE
por: Kong, Chunli, et al.
Publicado: (2021)

High resolution MRI-based radiomic nomogram in predicting perineural invasion in rectal cancer
por: Yang, Yan-song, et al.
Publicado: (2021)

Multisequence Quantitative Magnetic Resonance Neurography of Brachial and Lumbosacral Plexus in Chronic Inflammatory Demyelinating Polyneuropathy
por: Su, Xiaoyun, et al.
Publicado: (2021)

Development and Validation of a Radiomics Nomogram for Liver Metastases Originating from Gastric and Colorectal Cancer
por: Li, Yuying, et al.
Publicado: (2023)

Prediction of Hematoma Expansion in Hypertensive Intracerebral Hemorrhage by a Radiomics Nomogram
por: Dai, Jialin, et al.
Publicado: (2023)

DCE-MRI radiomics nomogram can predict response to neoadjuvant chemotherapy in esophageal cancer
por: Qu, Jinrong, et al.
Publicado: (2022)

Development and validation of an MRI-radiomics nomogram for the prognosis of pancreatic ductal adenocarcinoma
por: Xu, Xinsen, et al.
Publicado: (2023)

MRI radiomic signature predicts intracranial progression-free survival in patients with brain metastases of ALK-positive non-small cell lung cancer
por: Zhao, Shijun, et al.
Publicado: (2021)

Preoperative Prediction of Axillary Lymph Node Metastasis in Breast Cancer Based on Intratumoral and Peritumoral DCE-MRI Radiomics Nomogram
por: Liu, Ying, et al.
Publicado: (2022)

Multimodal MRI-Based Radiomic Nomogram for the Early Differentiation of Recurrence and Pseudoprogression of High-Grade Glioma
por: Jing, Hui, et al.
Publicado: (2022)

MRI-Based Bone Marrow Radiomics Nomogram for Prediction of Overall Survival in Patients With Multiple Myeloma
por: Li, Yang, et al.
Publicado: (2021)

Radiomics Analysis of Multiparametric MRI for Prediction of Synchronous Lung Metastases in Osteosarcoma
por: Luo, Zhendong, et al.
Publicado: (2022)

Prediction of clinically significant prostate cancer with a multimodal MRI-based radiomics nomogram
por: Jing, Guodong, et al.
Publicado: (2022)

A Predictive Clinical-Radiomics Nomogram for Survival Prediction of Glioblastoma Using MRI
por: Ammari, Samy, et al.
Publicado: (2021)

Intravoxel incoherent motion radiomics nomogram for predicting tumor treatment responses in nasopharyngeal carcinoma
por: Guo, Yihao, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_a3ese7stntb387ju7qou4gdunl