Cargando…

Deep learning model for diagnosing early gastric cancer using preoperative computed tomography images

BACKGROUND: Early gastric cancer (EGC) is defined as a lesion restricted to the mucosa or submucosa, independent of size or evidence of regional lymph node metastases. Although computed tomography (CT) is the main technique for determining the stage of gastric cancer (GC), the accuracy of CT for det...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zeng, Qingwen, Feng, Zongfeng, Zhu, Yanyan, Zhang, Yang, Shu, Xufeng, Wu, Ahao, Luo, Lianghua, Cao, Yi, Xiong, Jianbo, Li, Hong, Zhou, Fuqing, Jie, Zhigang, Tu, Yi, Li, Zhengrong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Oncology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9748811/ https://www.ncbi.nlm.nih.gov/pubmed/36531076 http://dx.doi.org/10.3389/fonc.2022.1065934

Ejemplares similares

CT-based radiomic nomogram for preoperative prediction of DNA mismatch repair deficiency in gastric cancer
por: Zeng, Qingwen, et al.
Publicado: (2022)

Development and validation of a predictive model combining clinical, radiomics, and deep transfer learning features for lymph node metastasis in early gastric cancer
por: Zeng, Qingwen, et al.
Publicado: (2022)

Development and validation of a CT radiomics and clinical feature model to predict omental metastases for locally advanced gastric cancer
por: Wu, Ahao, et al.
Publicado: (2023)

RNF114 Silencing Inhibits the Proliferation and Metastasis of Gastric Cancer
por: Feng, Zongfeng, et al.
Publicado: (2022)

Hub gene identification and molecular subtype construction for Helicobacter pylori in gastric cancer via machine learning methods and NMF algorithm
por: Luo, Lianghua, et al.
Publicado: (2023)

microRNA-15b-5p encapsulated by M2 macrophage-derived extracellular vesicles promotes gastric cancer metastasis by targeting BRMS1 and suppressing DAPK1 transcription
por: Cao, Yi, et al.
Publicado: (2022)

Retraction Note: microRNA-15b-5p encapsulated by M2 macrophage-derived extracellular vesicles promotes gastric cancer metastasis by targeting BRMS1 and suppressing DAPK1 transcription
por: Cao, Yi, et al.
Publicado: (2022)

Identification of Circular RNA-Based Immunomodulatory Networks in Colorectal Cancer
por: Feng, Zongfeng, et al.
Publicado: (2022)

Multiomics characteristics and immunotherapeutic potential of EZH2 in pan-cancer
por: Luo, Lianghua, et al.
Publicado: (2023)

A Necroptosis-Related lncRNA-Based Signature to Predict Prognosis and Probe Molecular Characteristics of Stomach Adenocarcinoma
por: Luo, Lianghua, et al.
Publicado: (2022)

A bibliometric and visual analysis of publications on artificial intelligence in colorectal cancer (2002-2022)
por: Huang, Pan, et al.
Publicado: (2023)

Global trends in indocyanine green fluorescence navigation in the field of gastric cancer: bibliometrics and knowledge atlas analysis
por: Zhang, Guoyang, et al.
Publicado: (2023)

Epigenetics mechanisms mediate the miR-125a/BRMS1 axis to regulate invasion and metastasis in gastric cancer
por: Xiong, Jianbo, et al.
Publicado: (2019)

Identification of Ferroptosis-Related Long Noncoding RNA and Construction of a Novel Prognostic Signature for Gastric Cancer
por: Chen, WenZheng, et al.
Publicado: (2021)

CENPO expression regulates gastric cancer cell proliferation and is associated with poor patient prognosis
por: Cao, Yi, et al.
Publicado: (2019)

A DCS-related lncRNA signature predicts the prognosis and chemotherapeutic response of patients with gastric cancer
por: Zhang, Yang, et al.
Publicado: (2022)

Artificial intelligence applicated in gastric cancer: A bibliometric and visual analysis via CiteSpace
por: Zhang, Guoyang, et al.
Publicado: (2023)

Role of STX6 as a prognostic factor associated with immune infiltration in hepatocellular carcinoma
por: Zhang, Yang, et al.
Publicado: (2022)

Comprehensive Analysis of Immune Infiltrates of Ferroptosis-Related Long Noncoding RNA and Prediction of Colon Cancer Patient Prognoses
por: Chen, Wenzheng, et al.
Publicado: (2022)

A computed tomography-based preoperative risk scoring system to distinguish lymphoepithelioma-like gastric carcinoma from non-lymphoepithelioma-like gastric carcinoma
por: Li, Liming, et al.
Publicado: (2022)

Spontaneous Rupture of Leiomyoma Diagnosed Preoperatively with Noncontrast Computed Tomography
por: Shan, Angel, et al.
Publicado: (2020)

Comprehensive Analysis of Pyroptosis-Related Long Noncoding RNA Immune Infiltration and Prediction of Prognosis in Patients with Colon Cancer
por: Liu, Li, et al.
Publicado: (2022)

Multidetector computed tomography in the preoperative staging of gastric adenocarcinoma
por: Barros, Ricardo Hoelz de Oliveira, et al.
Publicado: (2015)

PRL-3 promotes gastric cancer peritoneal metastasis via the PI3K/AKT signaling pathway in vitro and in vivo
por: Zhang, Yang, et al.
Publicado: (2018)

The RNA-Binding Protein NELFE Promotes Gastric Cancer Growth and Metastasis Through E2F2
por: Chen, Changyu, et al.
Publicado: (2021)

Identification of a Tumor Microenvironment-Related Gene Signature Indicative of Disease Prognosis and Treatment Response in Colon Cancer
por: Chen, Wenzheng, et al.
Publicado: (2021)

Development of a deep learning model for early gastric cancer diagnosis using preoperative computed tomography images
por: Gao, Zhihong, et al.
Publicado: (2023)

Retrocecal hernia preoperatively diagnosed by computed tomography: A case report
por: Ito, Shingo, et al.
Publicado: (2017)

PRL-3 promotes the peritoneal metastasis of gastric cancer through the PI3K/Akt signaling pathway by regulating PTEN
por: Xiong, Jianbo, et al.
Publicado: (2016)

Gastric Adenocarcinoma: Is Computed Tomography (CT) Useful in Preoperative Staging?
por: Cidón, Esther Uña, et al.
Publicado: (2009)

Multi-Size Deep Learning Based Preoperative Computed Tomography Signature for Prognosis Prediction of Colorectal Cancer
por: Li, Cheng-Hang, et al.
Publicado: (2022)

Gastric Ischemia Diagnosed by Contrast-enhanced Computed Tomography
por: Yamamoto, Kazuhiro, et al.
Publicado: (2022)

Exploring Cancer Dependency Map genes and immune subtypes in colon cancer, in which TIGD1 contributes to colon cancer progression
por: Zhang, Guoyang, et al.
Publicado: (2023)

Preoperative N Staging of Gastric Cancer by Stomach Protocol Computed Tomography
por: Kim, Se Hoon, et al.
Publicado: (2013)

Deep Convolutional Neural Network Based on Computed Tomography Images for the Preoperative Diagnosis of Occult Peritoneal Metastasis in Advanced Gastric Cancer
por: Huang, Zixing, et al.
Publicado: (2020)

Accurate preoperative staging and HER2 status prediction of gastric cancer by the deep learning system based on enhanced computed tomography
por: Guan, Xiao, et al.
Publicado: (2022)

Endoscopic ultrasonography compared with multidetector computed tomography for the preoperative staging of gastric cancer: a meta-analysis
por: Nie, Run-Cong, et al.
Publicado: (2017)

Positron emission tomography alone, positron emission tomography-computed tomography and computed tomography in diagnosing recurrent cervical carcinoma: a systematic review and meta-analysis
por: Xiao, Yi, et al.
Publicado: (2014)

F18-fluorodeoxyglucose-positron emission tomography and computed tomography is not accurate in preoperative staging of gastric cancer
por: Ha, Tae Kyung, et al.
Publicado: (2011)

Effectiveness of endoscopic clipping and computed tomography gastroscopy for the preoperative localization of gastric cancer
por: Jeong, Sang-Ho, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_h6ma5f8la2cujpjq8dbu6j4rsq