Cargando…

Development and validation of a deep transfer learning-based multivariable survival model to predict overall survival in lung cancer

BACKGROUND: Numerous deep learning-based survival models are being developed for various diseases, but those that incorporate both deep learning and transfer learning are scarce. Deep learning-based models may not perform optimally in real-world populations due to variations in variables and charact...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhu, Feng, Zhong, Ran, Li, Feng, Li, Caichen, Din, Noren, Sweidan, Hisham, Potluri, Lakshmi Bhavani, Xiong, Shan, Li, Jianfu, Cheng, Bo, Chen, Zhuxing, He, Jianxing, Liang, Wenhua, Pan, Zhenkui
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	AME Publishing Company 2023
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10088002/ https://www.ncbi.nlm.nih.gov/pubmed/37057112 http://dx.doi.org/10.21037/tlcr-23-84

Ejemplares similares

Non-small cell lung cancer with MET exon 14 skipping alteration responding to immunotherapy: a case report
por: Chen, Zhuxing, et al.
Publicado: (2021)

Concealed driver in lung adenocarcinoma with single PIK3CA mutation: a case report and single-center genotyping review
por: Zhu, Feng, et al.
Publicado: (2021)

Management for Residual Ground-Glass Opacity Lesions After Resection of Main Tumor in Multifocal Lung Cancer: A Case Report and Literature Review
por: Cheng, Bo, et al.
Publicado: (2021)

The association between CD8+ tumor-infiltrating lymphocytes and the clinical outcome of cancer immunotherapy: A systematic review and meta-analysis
por: Li, Feng, et al.
Publicado: (2021)

Dynamic monitoring serum tumor markers to predict molecular features of EGFR‐mutated lung cancer during targeted therapy
por: Chen, Zhuxing, et al.
Publicado: (2022)

Preoperative immunochemotherapy for locally advanced non-small cell lung cancer: an analysis of the clinical outcomes, optimal number of cycles, and peripheral immune markers
por: Deng, Hongsheng, et al.
Publicado: (2022)

Predilection site and risk factor of second primary cancer: A pan-cancer analysis based on the SEER database
por: Xiong, Shan, et al.
Publicado: (2023)

“Major pathologic response” in lymph nodes: a modified nodal classification for non-small cell lung cancer patients treated with neoadjuvant immunochemotherapy
por: Deng, Hongsheng, et al.
Publicado: (2023)

Lung cancers and pulmonary nodules detected by computed tomography scan: a population-level analysis of screening cohorts
por: Li, Caichen, et al.
Publicado: (2021)

DNA methylation markers that correlate with occult lymph node metastases of non-small cell lung cancer and a preliminary prediction model
por: Chen, Zisheng, et al.
Publicado: (2020)

The impact of postoperative EGFR-TKIs treatment on residual GGO lesions after resection for lung cancer
por: Cheng, Bo, et al.
Publicado: (2021)

Prognostic and predictive impact of creatine kinase level in non-small cell lung cancer treated with tyrosine kinase inhibitors
por: Jiang, Yu, et al.
Publicado: (2021)

PD-L1 expression with respect to driver mutations in non-small cell lung cancer in an Asian population: a large study of 1370 cases in China
por: Li, Caichen, et al.
Publicado: (2020)

Nomogram for predicting the survival rate of primary pulmonary mucoepidermoid carcinoma patients: a retrospective study based on SEER database
por: Lin, Guo, et al.
Publicado: (2021)

Novel evidence revealed genetic association between COVID-19 infection, severity and endometrial cancer
por: Wu, Xiangrong, et al.
Publicado: (2022)

Gout and susceptibility and severity of COVID-19: A bidirectional Mendelian randomization analysis
por: Peng, Haoxin, et al.
Publicado: (2022)

Diagnostic Accuracy of Droplet Digital PCR and Amplification Refractory Mutation System PCR for Detecting EGFR Mutation in Cell-Free DNA of Lung Cancer: A Meta-Analysis
por: Li, Caichen, et al.
Publicado: (2020)

Univariable and Multivariable Two-Sample Mendelian Randomization Investigating the Effects of Leisure Sedentary Behaviors on the Risk of Lung Cancer
por: Peng, Haoxin, et al.
Publicado: (2021)

A nomogram for predicting overall survival in patients with resected non-small cell lung cancer treated with chemotherapy
por: Zeng, Yuan, et al.
Publicado: (2021)

An annual review of the remarkable advances in lung cancer clinical research in 2019
por: Cheng, Bo, et al.
Publicado: (2020)

Sentinel node status in melanoma patients is not predicitive for overall survival upon multivariate analysis
por: Roka, F, et al.
Publicado: (2005)

The impact of adjuvant EGFR-TKIs and 14-gene molecular assay on stage I non–small cell lung cancer with sensitive EGFR mutations
por: Jiang, Yu, et al.
Publicado: (2023)

Correlation between pathologic complete response, event-free survival/disease-free survival and overall survival in neoadjuvant and/or adjuvant HR+/HER2-breast cancer
por: Gogate, Anagha, et al.
Publicado: (2023)

Identifying optimal candidates for primary tumor resection among metastatic non-small cell lung cancer patients: a population-based predictive model
por: Liang, Hengrui, et al.
Publicado: (2021)

Intratumoral tertiary lymphoid structure (TLS) maturation is influenced by draining lymph nodes of lung cancer
por: He, Miao, et al.
Publicado: (2023)

Role of FRG1 in predicting the overall survivability in cancers using multivariate based optimal model
por: Khan, Rehan, et al.
Publicado: (2021)

Prognostic Nomograms for Predicting Overall Survival and Cancer‐Specific Survival of Patients With Malignant Pheochromocytoma and Paraganglioma
por: Zheng, Lei, et al.
Publicado: (2021)

SMO expression level correlates with overall survival in patients with malignant pleural mesothelioma
por: Zhang, Yi, et al.
Publicado: (2013)

Cancer patients in SARS-CoV-2 infection: a nationwide analysis in China
por: Liang, Wenhua, et al.
Publicado: (2020)

Concomitant Mutations in EGFR 19Del/L858R Mutation and Their Association with Response to EGFR-TKIs in NSCLC Patients
por: Liang, Hengrui, et al.
Publicado: (2020)

Nomograms predicting the overall survival and cancer-specific survival of patients with stage IIIC1 cervical cancer
por: Feng, Yifan, et al.
Publicado: (2021)

Overall Survival Prediction of Glioma Patients With Multiregional Radiomics
por: Shaheen, Asma, et al.
Publicado: (2022)

CLRM-07 A MULTIVARIATE RETROSPECTIVE ANALYSIS OF 159 PATIENTS WITH HIGH-GRADE GLIOMAS: OVERALL SURVIVAL, PROGRESSION-FREE SURVIVAL, AND PROGNOSTIC FACTORS
por: Liu, Shiyu, et al.
Publicado: (2022)

Analysis of multivariate survival data
por: Hougaard, Philip
Publicado: (2000)

Profiling Tumor Immune Microenvironment of Non-Small Cell Lung Cancer Using Multiplex Immunofluorescence
por: Peng, Haoxin, et al.
Publicado: (2021)

Comparison of first-generation EGFR-TKIs (gefitinib, erlotinib, and icotinib) as adjuvant therapy in resected NSCLC patients with sensitive EGFR mutations
por: He, Qihua, et al.
Publicado: (2021)

MicroRNA-21 expression is associated with overall survival in patients with glioma
por: Wu, Lin, et al.
Publicado: (2013)

Radiomics of rectal cancer for predicting distant metastasis and overall survival
por: Li, Mou, et al.
Publicado: (2020)

Development and validation of a nomogram to predict the overall survival of patients with neuroblastoma
por: Liu, Qinglin, et al.
Publicado: (2020)

Serosurvey of SARS-CoV-2 among hospital visitors in China
por: Liang, Wenhua, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_gtkd8c7mch3omta03sccvqngft