Cargando…

A Wavelet-Based Learning Model Enhances Molecular Prognosis in Pancreatic Adenocarcinoma

Genome-wide omics technology boosts deep interrogation into the clinical prognosis and inherent mechanism of pancreatic oncology. Classic LASSO methods coequally treat all candidates, ignoring individual characteristics, thus frequently deteriorating performance with comparatively more predictors. H...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tang, Binhua, Chen, Yu, Wang, Yuqi, Nie, Jiafei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8541860/ https://www.ncbi.nlm.nih.gov/pubmed/34697591 http://dx.doi.org/10.1155/2021/7865856

Ejemplares similares

A Novel Early-Stage Lung Adenocarcinoma Prognostic Model Based on Feature Selection With Orthogonal Regression
por: Tang, Binhua, et al.
Publicado: (2021)

Identification of potential crucial genes associated with the pathogenesis and prognosis of pancreatic adenocarcinoma
por: Shi, Lan-Er, et al.
Publicado: (2020)

Construction and evaluation of an aging-associated genes-based model for pancreatic adenocarcinoma prognosis and therapies
por: Zhao, Junjie, et al.
Publicado: (2023)

PLAGL1 is associated with prognosis and cell proliferation in pancreatic adenocarcinoma
por: Liang, Xing, et al.
Publicado: (2023)

Bayesian inference in wavelet-based models
por: Müller, Peter, et al.
Publicado: (1999)

Signature of gene aberrant alternative splicing events in pancreatic adenocarcinoma prognosis
por: Yao, Jun, et al.
Publicado: (2021)

Clinical Characteristics and Prognosis of Osteoclast-like Giant Cell Tumors of the Pancreas Compared with Pancreatic Adenocarcinomas: A Population-Based Study
por: Xu, Mingfang, et al.
Publicado: (2020)

Pacpaint: a histology-based deep learning model uncovers the extensive intratumor molecular heterogeneity of pancreatic adenocarcinoma
por: Saillard, Charlie, et al.
Publicado: (2023)

Pancreatic Ductal Adenocarcinoma: Relating Biomechanics and Prognosis
por: MacCurtain, Benjamin M., et al.
Publicado: (2021)

Image-Based Molecular Phenotyping of Pancreatic Ductal Adenocarcinoma
por: Kaissis, Georgios A., et al.
Publicado: (2020)

Identification and Validation of Immune Molecular Subtypes in Pancreatic Ductal Adenocarcinoma: Implications for Prognosis and Immunotherapy
por: Li, Ruiyu, et al.
Publicado: (2021)

Identification of hub genes correlated with the pathogenesis and prognosis in Pancreatic adenocarcinoma on bioinformatics methods
por: Shi, Lan-Er, et al.
Publicado: (2020)

On neuro-wavelet modeling
por: Murtagh, F, et al.
Publicado: (2003)

Statistical modeling by wavelets
por: Vidakovic, Brani
Publicado: (1999)

Multiple Perspectives Reveal the Role of DNA Damage Repair Genes in the Molecular Classification and Prognosis of Pancreatic Adenocarcinoma
por: Li, Yujie, et al.
Publicado: (2022)

Endoplasmic reticulum stress-related gene model predicts prognosis and guides therapies in lung adenocarcinoma
por: Song, Yuqi, et al.
Publicado: (2023)

Deep learning radiomics based on contrast-enhanced ultrasound images for assisted diagnosis of pancreatic ductal adenocarcinoma and chronic pancreatitis
por: Tong, Tong, et al.
Publicado: (2022)

The role of m6A-related genes in the prognosis and immune microenvironment of pancreatic adenocarcinoma
por: Tang, Rong, et al.
Publicado: (2020)

Deep Learning with LPC and Wavelet Algorithms for Driving Fault Diagnosis
por: Gong, Cihun-Siyong Alex, et al.
Publicado: (2022)

THE ROLE OF IMMUNOINFLAMMATORY MARKERS IN THE PROGNOSIS AND RESECTABILITY OF PANCREATIC ADENOCARCINOMA
por: EYFF, Tatiana Falcão, et al.
Publicado: (2018)

Clinicopathological implications of NQO1 overexpression in the prognosis of pancreatic adenocarcinoma
por: Ji, Meiying, et al.
Publicado: (2017)

Introduction to wavelets and wavelet transforms : a primer /
por: Burrus, C. S.
Publicado: (1998)

Wavelet analysis on the sphere: spheroidal wavelets
por: Arfaoui, Sabrine, et al.
Publicado: (2017)

Non-enhanced magnetic resonance imaging-based radiomics model for the differentiation of pancreatic adenosquamous carcinoma from pancreatic ductal adenocarcinoma
por: Li, Qi, et al.
Publicado: (2023)

The role of miRNAs in the diagnosis, chemoresistance, and prognosis of pancreatic ductal adenocarcinoma
por: Ren, Le, et al.
Publicado: (2018)

Polynomial, Neural Network, and Spline Wavelet Models for Continuous Wavelet Transform of Signals
por: Stepanov, Andrey
Publicado: (2021)

Cotton stubble detection based on wavelet decomposition and texture features
por: Yang, Yukun, et al.
Publicado: (2021)

Wavelets in electromagnetics and device modeling
por: Pan, George W
Publicado: (2003)

An Unsupervised Deep Learning-Based Model Using Multiomics Data to Predict Prognosis of Patients with Stomach Adenocarcinoma
por: Chen, Sizhen, et al.
Publicado: (2022)

Identification of the Roles of a Stemness Index Based on mRNA Expression in the Prognosis and Metabolic Reprograming of Pancreatic Ductal Adenocarcinoma
por: Tang, Rong, et al.
Publicado: (2021)

PRSS1 genotype is associated with prognosis in patients with pancreatic ductal adenocarcinoma
por: Wu, Huasheng, et al.
Publicado: (2020)

Molecular Characteristics of Pancreatic Ductal Adenocarcinoma
por: Ottenhof, Niki A., et al.
Publicado: (2011)

Ball Screw Fault Diagnosis Based on Wavelet Convolution Transfer Learning
por: Xie, Yifan, et al.
Publicado: (2022)

Wavelet theory
por: Novikov, I Ya, et al.
Publicado: (2011)

A Wavelet-Based Multiresolution Reconstruction Method for Fluorescent Molecular Tomography
por: Zou, Wei, et al.
Publicado: (2009)

Role of tumor mutation burden-related signatures in the prognosis and immune microenvironment of pancreatic ductal adenocarcinoma
por: Tang, Rong, et al.
Publicado: (2021)

A New Stemness-Related Prognostic Model for Predicting the Prognosis in Pancreatic Ductal Adenocarcinoma
por: Huang, Xiao-Yan, et al.
Publicado: (2021)

Clinical characteristics and prognosis of nonsurgically treated patients with pneumonic-type adenocarcinoma
por: Wei, Jia, et al.
Publicado: (2019)

Molecular profiling of stroma highlights stratifin as a novel biomarker of poor prognosis in pancreatic ductal adenocarcinoma
por: Robin, Fabien, et al.
Publicado: (2020)

Wavelets
por: Burgess, Joseph
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_15kmqd261var68v6avo28090pt