Cargando…

An Adaptive Transfer-Learning-Based Deep Cox Neural Network for Hepatocellular Carcinoma Prognosis Prediction

BACKGROUND: Predicting hepatocellular carcinoma (HCC) prognosis is important for treatment selection, and it is increasingly interesting to predict prognosis through gene expression data. Currently, the prognosis remains of low accuracy due to the high dimension but small sample size of liver cancer...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chai, Hua, Xia, Long, Zhang, Lei, Yang, Jiarui, Zhang, Zhongyue, Qian, Xiangjun, Yang, Yuedong, Pan, Weidong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8504135/ https://www.ncbi.nlm.nih.gov/pubmed/34646759 http://dx.doi.org/10.3389/fonc.2021.692774

Ejemplares similares

Immunogenic cell death-associated biomarkers classification predicts prognosis and immunotherapy efficacy in pancreatic ductal adenocarcinoma
por: Peng, Wenguang, et al.
Publicado: (2023)

A Nomogram for Preoperative Estimation of Microvascular Invasion Risk in Hepatocellular Carcinoma: Single-Center Analyses With Internal Validation
por: Yang, Jiarui, et al.
Publicado: (2021)

Analysis of the potential association between ferroptosis and immune in hepatocellular carcinoma and their relationship with prognosis
por: Wen, Kai, et al.
Publicado: (2023)

Deep Learning of Liver Contrast-Enhanced Ultrasound to Predict Microvascular Invasion and Prognosis in Hepatocellular Carcinoma
por: Zhang, Yafang, et al.
Publicado: (2022)

Corona enhancement combined with microvascular invasion for prognosis prediction of macrotrabecular-massive hepatocellular carcinoma subtype
por: Yang, Lili, et al.
Publicado: (2023)

7-lncRNA Assessment Model for Monitoring and Prognosis of Breast Cancer Patients: Based on Cox Regression and Co-expression Analysis
por: Li, Huayao, et al.
Publicado: (2019)

ELOVLs Predict Distinct Prognosis Value and Immunotherapy Efficacy In Patients With Hepatocellular Carcinoma
por: Zhang, Yu, et al.
Publicado: (2022)

Identification of Key Transcription Factors and Immune Infiltration Patterns Associated With Breast Cancer Prognosis Using WGCNA and Cox Regression Analysis
por: Yin, Xin, et al.
Publicado: (2021)

Integrated multi-dimensional deep neural network model improves prognosis prediction of advanced NSCLC patients receiving bevacizumab
por: Li, Butuo, et al.
Publicado: (2023)

Upregulated LINC01667 Expression Is Correlated With Poor Prognosis in Hepatocellular Carcinoma
por: Zhang, Kainan, et al.
Publicado: (2021)

Reclassification of Hepatocellular Cancer With Neural-Related Genes
por: Zhang, Yi-Gan, et al.
Publicado: (2022)

Comprehensive characterization of ferroptosis in hepatocellular carcinoma revealing the association with prognosis and tumor immune microenvironment
por: Zhu, Jingjuan, et al.
Publicado: (2023)

Corrigendum: Upregulated LINC01667 Expression Is Correlated With Poor Prognosis in Hepatocellular Carcinoma
por: Zhang, Kainan, et al.
Publicado: (2021)

Characterization of chromatin regulators identified prognosis and heterogeneity in hepatocellular carcinoma
por: Dai, Yin-wei, et al.
Publicado: (2022)

Six genes involved in prognosis of hepatocellular carcinoma identified by Cox hazard regression
por: Dai, Qinghong, et al.
Publicado: (2021)

Associations of DDX60L With the Clinical Features and Prognosis of Hepatocellular Carcinoma
por: Ye, Ziqi, et al.
Publicado: (2022)

Imputing missing RNA-sequencing data from DNA methylation by using a transfer learning–based neural network
por: Zhou, Xiang, et al.
Publicado: (2020)

A Novel Five-Gene Signature for Prognosis Prediction in Hepatocellular Carcinoma
por: Su, Lisa, et al.
Publicado: (2021)

The Role of NR4A1 in the Pathophysiology of Osteosarcoma: A Comprehensive Bioinformatics Analysis of the Single-Cell RNA Sequencing Dataset
por: Liu, Weidong, et al.
Publicado: (2022)

Corrigendum: The role of NR4A1 in the pathophysiology of osteosarcoma: A comprehensive bioinformatics analysis of the single-cell RNA sequencing dataset
por: Liu, Weidong, et al.
Publicado: (2022)

ZCCHC17 Served as a Predictive Biomarker for Prognosis and Immunotherapy in Hepatocellular Carcinoma
por: Liu, Fahui, et al.
Publicado: (2022)

Comprehensive Analysis of Immune-Related Prognosis of TK1 in Hepatocellular Carcinoma
por: Cai, Qun, et al.
Publicado: (2022)

Prognosis and Risk Factors of Recurrence in HBV-Related Small Hepatocellular Carcinoma After Stereotactic Body Radiation Therapy
por: Han, Yifan, et al.
Publicado: (2022)

lncRNA MIR22HG-Derived miR-22-5p Enhances the Radiosensitivity of Hepatocellular Carcinoma by Increasing Histone Acetylation Through the Inhibition of HDAC2 Activity
por: Jin, Qiao, et al.
Publicado: (2021)

Circulating immune index predicting the prognosis of patients with hepatocellular carcinoma treated with lenvatinib and immunotherapy
por: Guo, De-Zhen, et al.
Publicado: (2023)

Development of a Deep Learning Model to Assist With Diagnosis of Hepatocellular Carcinoma
por: Feng, Shi, et al.
Publicado: (2021)

Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides
por: Xu, Feng, et al.
Publicado: (2021)

A pyroptosis-related gene signature for prognosis prediction in hepatocellular carcinoma
por: Chen, Yongwei, et al.
Publicado: (2023)

Correlation and Survival Analysis of Distant Metastasis Site and Prognosis in Patients With Hepatocellular Carcinoma
por: Zhan, Hao, et al.
Publicado: (2021)

Analysis of risk factors of hepatocellular carcinoma and establishment of a clinical prognosis model
por: Ge, Xin-Yu, et al.
Publicado: (2023)

Up-Regulation of hsa_circ_0000517 Predicts Adverse Prognosis of Hepatocellular Carcinoma
por: Wang, Xicheng, et al.
Publicado: (2019)

Development and Validation of Epigenetic Modification-Related Signals for the Diagnosis and Prognosis of Hepatocellular Carcinoma
por: Lu, Maoqing, et al.
Publicado: (2021)

Genetic testing and prognosis of sarcomatoid hepatocellular carcinoma patients
por: Jia, Bin, et al.
Publicado: (2023)

The Landscape of Immune Cells Indicates Prognosis and Applicability of Checkpoint Therapy in Hepatocellular Carcinoma
por: Huang, Jiacheng, et al.
Publicado: (2021)

A novel association of pyroptosis-related gene signature with the prognosis of hepatocellular carcinoma
por: Li, Yuyao, et al.
Publicado: (2022)

Development of an Aerobic Glycolysis Index for Predicting the Sorafenib Sensitivity and Prognosis of Hepatocellular Carcinoma
por: Pan, Yu, et al.
Publicado: (2021)

A Cell Cycle-Related 13-mRNA Signature to Predict Prognosis in Hepatocellular Carcinoma
por: Zhou, Yang, et al.
Publicado: (2022)

US-Based Deep Learning Model for Differentiating Hepatocellular Carcinoma (HCC) From Other Malignancy in Cirrhotic Patients
por: Zhou, Hang, et al.
Publicado: (2021)

WTAP Is Correlated With Unfavorable Prognosis, Tumor Cell Proliferation, and Immune Infiltration in Hepatocellular Carcinoma
por: Liang, Linjun, et al.
Publicado: (2022)

A Starvation-Based 9-mRNA Signature Correlates With Prognosis in Patients With Hepatocellular Carcinoma
por: Lei, Dengliang, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_aaedfgcccorpndb8gspbct4lnu