Cargando…

Development, Validation and Comparison of Artificial Neural Network Models and Logistic Regression Models Predicting Survival of Unresectable Pancreatic Cancer

Background: Prediction models for the overall survival of pancreatic cancer remain unsatisfactory. We aimed to explore artificial neural networks (ANNs) modeling to predict the survival of unresectable pancreatic cancer patients. Methods: Thirty-two clinical parameters were collected from 221 unrese...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tong, Zhou, Liu, Yu, Ma, Hongtao, Zhang, Jindi, Lin, Bo, Bao, Xuanwen, Xu, Xiaoting, Gu, Changhao, Zheng, Yi, Liu, Lulu, Fang, Weijia, Deng, Shuiguang, Zhao, Peng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2020
Materias:	Bioengineering and Biotechnology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7082923/ https://www.ncbi.nlm.nih.gov/pubmed/32232040 http://dx.doi.org/10.3389/fbioe.2020.00196

Ejemplares similares

SCAU-Net: Spatial-Channel Attention U-Net for Gland Segmentation
por: Zhao, Peng, et al.
Publicado: (2020)

Logistic Regression of Ligands of Chemotaxis Receptors Offers Clues about Their Recognition by Bacteria
por: Sagawa, Takashi, et al.
Publicado: (2018)

MLP-Based Regression Prediction Model For Compound Bioactivity
por: Qin, Yongfei, et al.
Publicado: (2022)

DEB-TACE with irinotecan versus C-TACE for unresectable intrahepatic cholangiocarcinoma: a prospective clinical study
por: Wang, Junxiao, et al.
Publicado: (2023)

Editorial: Artificial Intelligence (AI) Optimized Systems Modeling for the Deeper Understanding of Human Cancers
por: Ji, Zhiwei, et al.
Publicado: (2021)

Development of stromal differentiation patterns in heterotypical models of artificial corneas generated by tissue engineering
por: Blanco-Elices, Cristina, et al.
Publicado: (2023)

Cervical subtotal discectomy prosthesis validated in non-human primate model: A novel artificial cervical disc replacement concept?
por: Liu, Yang, et al.
Publicado: (2022)

Application strategy of finite element analysis in artificial knee arthroplasty
por: Zhang, Zi-Heng, et al.
Publicado: (2023)

Hepatic arterial infusion chemotherapy versus transarterial chemoembolization for unresectable hepatocellular carcinoma: A systematic review with meta-analysis
por: Si, Tengfei, et al.
Publicado: (2022)

Effect of etchant containing an Urushiol monomer from lacquer sap on dentin biostability and bonding performance
por: Zhao, Ying, et al.
Publicado: (2023)

Identification of Key mRNAs as Prediction Models for Early Metastasis of Pancreatic Cancer Based on LASSO
por: Xue, Ke, et al.
Publicado: (2021)

A Multivariate Polynomial Regression to Reconstruct Ground Contact and Flight Times Based on a Sine Wave Model for Vertical Ground Reaction Force and Measured Effective Timings
por: Patoz, Aurélien, et al.
Publicado: (2021)

MgO Nanoparticles-Incorporated PCL/Gelatin-Derived Coaxial Electrospinning Nanocellulose Membranes for Periodontal Tissue Regeneration
por: Peng, Wenzao, et al.
Publicado: (2021)

Interactions of Alginate-Deferoxamine Conjugates With Blood Components and Their Antioxidation in the Hemoglobin Oxidation Model
por: Sun, Tong, et al.
Publicado: (2020)

In vitro assembly of the trehalose bi-enzyme complex with artificial scaffold protein
por: Wang, Xiangyi, et al.
Publicado: (2023)

A Novel Scaffold-Based Hybrid Multicellular Model for Pancreatic Ductal Adenocarcinoma—Toward a Better Mimicry of the in vivo Tumor Microenvironment
por: Gupta, Priyanka, et al.
Publicado: (2020)

Bibliometric analysis of artificial intelligence for biotechnology and applied microbiology: Exploring research hotspots and frontiers
por: Xu, Dongyu, et al.
Publicado: (2022)

Study on Factors Affecting the Performance of a CRISPR/Cas-Assisted New Immunoassay: Detection of Salivary Insulin as an Example
por: Lin, Xiaoting, et al.
Publicado: (2021)

Construction of a Competitive Endogenous RNA Network for Pancreatic Adenocarcinoma Based on Weighted Gene Co-expression Network Analysis and a Prognosis Model
por: Wang, Jing, et al.
Publicado: (2020)

Artificial intelligence to detect the femoral intertrochanteric fracture: The arrival of the intelligent-medicine era
por: Liu, Pengran, et al.
Publicado: (2022)

Editorial: Innovative technologies and materials for treatments of hepatobiliary and pancreatic diseases
por: Li, Di, et al.
Publicado: (2023)

Development of Cadmium Multiple-Signal Biosensing and Bioadsorption Systems Based on Artificial Cad Operons
por: Guo, Yan, et al.
Publicado: (2021)

Assessment of CO(2) biofixation and bioenergy potential of microalga Gonium pectorale through its biomass pyrolysis, and elucidation of pyrolysis reaction via kinetics modeling and artificial neural network
por: Altriki, Ahmed, et al.
Publicado: (2022)

Engineering the Effector Domain of the Artificial Transcription Factor to Improve Cellulase Production by Trichoderma reesei
por: Meng, Qing-Shan, et al.
Publicado: (2020)

Biomechanical Analysis of Cervical Artificial Disc Replacement Using Cervical Subtotal Discectomy Prosthesis
por: Wo, Jin, et al.
Publicado: (2021)

Engineering of Metabolic Pathways by Artificial Enzyme Channels
por: Pröschel, Marlene, et al.
Publicado: (2015)

Realization of Robust and Precise Regulation of Gene Expression by Multiple Sigma Recognizable Artificial Promoters
por: Han, Laichuang, et al.
Publicado: (2020)

Targeting and functional effects of biomaterials-based nanoagents for acute pancreatitis treatment
por: Cai, Yujie, et al.
Publicado: (2023)

Endogeneity in Logistic Regression Models
por: Avery, George
Publicado: (2005)

PEGylation of Deferoxamine for Improving the Stability, Cytotoxicity, and Iron-Overload in an Experimental Stroke Model in Rats
por: Xu, Jiake, et al.
Publicado: (2020)

A Simplified and Effective Method for Generation of Experimental Murine Periodontitis Model
por: Li, Danfeng, et al.
Publicado: (2020)

Biotransformation of Lignin by an Artificial Heme Enzyme Designed in Myoglobin With a Covalently Linked Heme Group
por: Guo, Wen-Jie, et al.
Publicado: (2021)

Artificial Intelligence Enhances Studies on Inflammatory Bowel Disease
por: Chen, Guihua, et al.
Publicado: (2021)

Novel advances in strategies and applications of artificial articular cartilage
por: Chen, Yifei, et al.
Publicado: (2022)

Light energy transduction in liposome-based artificial cells
por: Albanese, Paola, et al.
Publicado: (2023)

Biomedical applications of artificial exosomes for intranasal drug delivery
por: Zhao, Jinming, et al.
Publicado: (2023)

Zwitterionic coating assisted by dopamine with metal-phenolic networks loaded on titanium with improved biocompatibility and antibacterial property for artificial heart
por: Meng, Lingwei, et al.
Publicado: (2023)

Simultaneous Force Regression and Movement Classification of Fingers via Surface EMG within a Unified Bayesian Framework
por: Baldacchino, Tara, et al.
Publicado: (2018)

The effect of surface nucleation modulation on the mechanical and biocompatibility of metal-polymer biomaterials
por: Ye, Zhenhong, et al.
Publicado: (2023)

Maintenance of multipotency of bone marrow mesenchymal stem cells on poly(ε-caprolactone) nanoneedle arrays through the enhancement of cell-cell interaction
por: Ren, Xiaoxue, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_08dht6ca28vtqajmv52m7aov3m