Cargando…

Iterated cross validation method for prediction of survival in diffuse large B-cell lymphoma for small size dataset

Efforts have been made to improve the risk stratification model for patients with diffuse large B-cell lymphoma (DLBCL). This study aimed to evaluate the disease prognosis using machine learning models with iterated cross validation (CV) method. A total of 122 patients with pathologically confirmed...

Descripción completa

Detalles Bibliográficos
Autores principales:	Chang, Chin-Chuan, Chen, Chien-Hua, Hsieh, Jer-Guang, Jeng, Jyh-Horng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9876907/ https://www.ncbi.nlm.nih.gov/pubmed/36697456 http://dx.doi.org/10.1038/s41598-023-28394-6

Ejemplares similares

Scalable Iterative Classification for Sanitizing Large-Scale Datasets
por: Li, Bo, et al.
Publicado: (2017)

Development of a Machine Learning Based Web Application for Early Diagnosis of COVID-19 Based on Symptoms
por: Villavicencio, Charlyn Nayve, et al.
Publicado: (2022)

Risk Prediction of Barrett’s Esophagus in a Taiwanese Health Examination Center Based on Regression Models
por: Lin, Po-Hsiang, et al.
Publicado: (2021)

Statistical Shape Analysis of Large Datasets Based on Diffeomorphic Iterative Centroids
por: Cury, Claire, et al.
Publicado: (2018)

Development and validation of a survival nomogram in patients with primary testicular diffuse large B-cell lymphoma
por: Zhi, Yongjin, et al.
Publicado: (2023)

Site-Specific Survival of Extra Nodal Diffuse Large B-Cell Lymphoma and Comparison With Gastrointestinal Diffuse Large B-Cell Lymphoma
por: Gupta, Varsha, et al.
Publicado: (2022)

Multi-omics dataset to decipher the complexity of drug resistance in diffuse large B-cell lymphoma
por: Fornecker, Luc-Matthieu, et al.
Publicado: (2019)

Spherical: an iterative workflow for assembling metagenomic datasets
por: Hitch, Thomas C. A., et al.
Publicado: (2018)

Development and Validation of a Novel Risk Stratification Model for Cancer-Specific Survival in Diffuse Large B-Cell Lymphoma
por: Zhong, Qiaofeng, et al.
Publicado: (2021)

BTK kinase activity is dispensable for the survival of diffuse large B-cell lymphoma
por: Yuan, Hongwei, et al.
Publicado: (2022)

Clinical Features and Immunophenotypes of Double-Hit Diffuse Large B-Cell Lymphoma
por: Wu, Cheng-Han, et al.
Publicado: (2022)

Study of large and highly stratified population datasets by combining iterative pruning principal component analysis and structure
por: Limpiti, Tulaya, et al.
Publicado: (2011)

Metallurgical assessment of large size tensioning components for the precompression structure of the ITER central solenoid
por: Sgobba, Stefano, et al.
Publicado: (2021)

Predicting the survival time for diffuse large B-cell lymphoma using microarray data
por: Khoshhali, Mehri, et al.
Publicado: (2012)

Dysregulation of Cell Survival in Diffuse Large B Cell Lymphoma: Mechanisms and Therapeutic Targets
por: Miao, Yi, et al.
Publicado: (2019)

The effectiveness of rituximab and HIV on the survival of Ontario patients with diffuse large B‐cell lymphoma
por: Habbous, Steven, et al.
Publicado: (2020)

Associations between race and survival in pediatric patients with diffuse large B‐cell lymphoma
por: Khullar, Karishma, et al.
Publicado: (2021)

Identification and Validation of a Prognostic Prediction Model in Diffuse Large B-Cell Lymphoma
por: Yan, Jiaqin, et al.
Publicado: (2022)

Identification and validation of 5-methylcytosine-associated genes in diffuse large B-cell lymphoma
por: Xing, Cheng, et al.
Publicado: (2023)

Iteratively refining breast cancer intrinsic subtypes in the METABRIC dataset
por: Milioli, Heloisa H., et al.
Publicado: (2016)

Poor Prognosis of Diffuse Large B-Cell Lymphoma with Hepatitis C Infection
por: Tsai, Yu-Fen, et al.
Publicado: (2021)

Aggressive Diffuse Intermediate Size B-Cell Lymphoma With P53 Mutation Presented as Primary Bone Marrow Lymphoma
por: Chen, Pei Ting, et al.
Publicado: (2020)

Expression of microRNAs in diffuse large B cell lymphoma is associated with immunophenotype, survival and transformation from follicular lymphoma
por: Lawrie, Charles H, et al.
Publicado: (2009)

Leukemic Phase of CD5+ Diffuse Large B-Cell Lymphoma
por: Hsiao, Hui-Hua, et al.
Publicado: (2018)

Development and validation of nomograms by radiomic features on ultrasound imaging for predicting overall survival in patients with primary nodal diffuse large B-cell lymphoma
por: Deng, Hongyan, et al.
Publicado: (2022)

An Externally Validated Nomogram for Predicting the Overall Survival of Patients With Diffuse Large B-Cell Lymphoma Based on Clinical Characteristics and Systemic Inflammatory Markers
por: Liu, Yajiao, et al.
Publicado: (2023)

Racial differences in treatment and survival in older patients with diffuse large B-cell lymphoma (DLBCL)
por: Griffiths, Robert, et al.
Publicado: (2010)

Low GILT Expression is Associated with Poor Patient Survival in Diffuse Large B-Cell Lymphoma
por: Phipps-Yonas, Hannah, et al.
Publicado: (2013)

Interleukin-9 promotes cell survival and drug resistance in diffuse large B-cell lymphoma
por: Lv, Xiao, et al.
Publicado: (2016)

Proposal and validation of a method to classify genetic subtypes of diffuse large B cell lymphoma
por: Pedrosa, Lucía, et al.
Publicado: (2021)

Development and validation of a cuproptosis-associated prognostic model for diffuse large B-cell lymphoma
por: Zhang, Bingxin, et al.
Publicado: (2023)

An integrative bioinformatics investigation and experimental validation of chromobox family in diffuse large B-cell lymphoma
por: Zhou, Fenling, et al.
Publicado: (2023)

Lenalidomide in Diffuse Large B-Cell Lymphomas
por: Chiappella, Annalisa, et al.
Publicado: (2012)

Treatment of Diffuse Large B Cell Lymphoma
por: Kwak, Jae-Yong
Publicado: (2012)

Lenalidomide in Diffuse Large B-Cell Lymphoma
por: Thieblemont, Catherine, et al.
Publicado: (2012)

Cutaneous diffuse large B‐cell lymphoma
por: Duarte Ribeiro, Filipa, et al.
Publicado: (2017)

Genomics of diffuse large B cell lymphoma
por: Koh, Youngil
Publicado: (2021)

Diffuse Large B-Cell Lymphoma of the Cecum
por: Azad, Farhan, et al.
Publicado: (2023)

Iterative solution of large linear systems
por: Young, David Matheson, et al.
Publicado: (1971)

Human Leukocyte Antigen Class I and II Alleles and Overall Survival in Diffuse Large B-Cell Lymphoma and Follicular Lymphoma
por: Lu, Yani, et al.
Publicado: (2011)

Cannot write session to /tmp/vufind_sessions/sess_u4phrc7v1uc1ho4qrmibsf1ka9