Cargando…

Development and Validation of a Deep Learning Model for Non–Small Cell Lung Cancer Survival

IMPORTANCE: There is a lack of studies exploring the performance of a deep learning survival neural network in non–small cell lung cancer (NSCLC). OBJECTIVES: To compare the performances of DeepSurv, a deep learning survival neural network with a tumor, node, and metastasis staging system in the pre...

Descripción completa

Detalles Bibliográficos
Autores principales:	She, Yunlang, Jin, Zhuochen, Wu, Junqi, Deng, Jiajun, Zhang, Lei, Su, Hang, Jiang, Gening, Liu, Haipeng, Xie, Dong, Cao, Nan, Ren, Yijiu, Chen, Chang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Medical Association 2020
Materias:	Original Investigation
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7272121/ https://www.ncbi.nlm.nih.gov/pubmed/32492161 http://dx.doi.org/10.1001/jamanetworkopen.2020.5842

Ejemplares similares

A new method for predicting survival in stage I non-small cell lung cancer patients: nomogram based on macrophage immunoscore, TNM stage and lymphocyte-to-monocyte ratio
por: Gao, Jiani, et al.
Publicado: (2020)

Is operation safe for lung cancer patients with interstitial lung disease on computed tomography?
por: Tang, Hai, et al.
Publicado: (2020)

The detection value of PD-L1 expression in biopsy specimens and surgical resection specimens in non-small cell lung cancer: a meta-analysis
por: Wang, Yang, et al.
Publicado: (2021)

Predicted outcomes of subdividing M1-stage metastatic lung cancer based on the prognosis and the response to local consolidative therapy
por: Wang, Fang, et al.
Publicado: (2021)

Prognostic Analysis of Limited Resection Versus Lobectomy in Stage IA Small Cell Lung Cancer Patients Based on the Surveillance, Epidemiology, and End Results Registry Database
por: Gu, Chang, et al.
Publicado: (2018)

Bayesian network meta-analysis of efficacy and safety of neoadjuvant therapy for non-small-cell lung cancer
por: Ren, Yijiu, et al.
Publicado: (2020)

Prognostic effect of liver metastasis in lung cancer patients with distant metastasis
por: Ren, Yijiu, et al.
Publicado: (2016)

Procedure-specific prognostic impact of micropapillary subtype may guide resection strategy in small-sized lung adenocarcinomas: a multicenter study
por: Su, Hang, et al.
Publicado: (2020)

Morphological Subtypes of Tumor Spread Through Air Spaces in Non-Small Cell Lung Cancer: Prognostic Heterogeneity and Its Underlying Mechanism
por: Xie, Huikang, et al.
Publicado: (2021)

Deconstructing the intra-tumor subclonal heterogeneity of lung synchronous ground-glass nodules using whole-genome sequencing
por: Ren, Yijiu, et al.
Publicado: (2022)

Preoperative nomogram for identifying invasive pulmonary adenocarcinoma in patients with pure ground-glass nodule: A multi-institutional study
por: She, Yunlang, et al.
Publicado: (2016)

Radiomics: a potential biomarker for N2 malignancy in clinical stage I lung adenocarcinoma
por: Deng, Jiajun, et al.
Publicado: (2020)

A systematic review and meta-analysis of thoracoscopic versus thoracotomy sleeve lobectomy
por: Zhong, Yifan, et al.
Publicado: (2020)

The IASLC grading system for invasive pulmonary adenocarcinoma: a potential prognosticator for patients receiving neoadjuvant therapy
por: E, Haoran, et al.
Publicado: (2023)

Primary Invasive Mucinous Adenocarcinoma of the Lung: Prognostic Value of CT Imaging Features Combined with Clinical Factors
por: Wang, Tingting, et al.
Publicado: (2021)

Comparison of perioperative outcomes among non-small cell lung cancer patients with neoadjuvant immune checkpoint inhibitor plus chemotherapy, EGFR-TKI, and chemotherapy alone: a real-world evidence study
por: Zhao, Deping, et al.
Publicado: (2022)

Feasibility of double sleeve lobectomy after neoadjuvant chemotherapy in patients with non-small-cell lung cancer
por: Bao, Yi, et al.
Publicado: (2022)

Deep learning for predicting major pathological response to neoadjuvant chemoimmunotherapy in non-small cell lung cancer: A multicentre study
por: She, Yunlang, et al.
Publicado: (2022)

Early stage NSCLS patients’ prognostic prediction with multi-information using transformer and graph neural network model
por: Lian, Jie, et al.
Publicado: (2022)

PET/CT based cross-modal deep learning signature to predict occult nodal metastasis in lung cancer
por: Zhong, Yifan, et al.
Publicado: (2023)

The development and validation of a circulating tumor cells-based integrated model for improving the indeterminate lung solid nodules diagnosis
por: Wan, Ziwei, et al.
Publicado: (2023)

Genopathomic profiling identifies signatures for immunotherapy response of lung adenocarcinoma via confounder-aware representation learning
por: Deng, Jiajun, et al.
Publicado: (2022)

Prognostic Significance of the Proposed Residual Tumor Classification in Patients With NSCLC After Sleeve Lobectomy
por: Chen, Tao, et al.
Publicado: (2023)

Development and Validation of a Deep Learning Model for Brain Tumor Diagnosis and Classification Using Magnetic Resonance Imaging
por: Gao, Peiyi, et al.
Publicado: (2022)

Development and Validation of an Artificial Intelligence Model for Small Bowel Capsule Endoscopy Video Review
por: Xie, Xia, et al.
Publicado: (2022)

Predictors of upstage and treatment strategies for stage IA lung cancers after sublobar resection for adenocarcinoma in situ and minimally invasive adenocarcinoma
por: Su, Hang, et al.
Publicado: (2021)

Validation of a Deep Learning Algorithm for the Detection of Malignant Pulmonary Nodules in Chest Radiographs
por: Yoo, Hyunsuk, et al.
Publicado: (2020)

Development and Validation of a Deep Learning Model to Quantify Glomerulosclerosis in Kidney Biopsy Specimens
por: Marsh, Jon N., et al.
Publicado: (2021)

Multicenter External Validation of the Deep Pelvic Endometriosis Index Magnetic Resonance Imaging Score
por: Thomassin-Naggara, Isabelle, et al.
Publicado: (2023)

Effect of Concurrent Chemoradiation With Celecoxib vs Concurrent Chemoradiation Alone on Survival Among Patients With Non–Small Cell Lung Cancer With and Without Cyclooxygenase 2 Genetic Variants: A Phase 2 Randomized Clinical Trial
por: Bi, Nan, et al.
Publicado: (2019)

Germline Predisposition and Copy Number Alteration in Pre-stage Lung Adenocarcinomas Presenting as Ground-Glass Nodules
por: Ren, Yijiu, et al.
Publicado: (2019)

New Software for the Fast Estimation of Population Recombination Rates (FastEPRR) in the Genomic Era
por: Gao, Feng, et al.
Publicado: (2016)

Brief Report: Acetaminophen Reduces Neoadjuvant Chemoimmunotherapy Efficacy in Patients With NSCLC by Promoting Neutrophil Extracellular Trap Formation: Analysis From a Phase 2 Clinical Trial
por: Li, Chongwu, et al.
Publicado: (2023)

Development and Validation of a Prognostic Survival Model With Patient-Reported Outcomes for Patients With Cancer
por: Seow, Hsien, et al.
Publicado: (2020)

A validated integrated clinical and molecular glioblastoma long-term survival-predictive nomogram
por: Ferguson, Sherise D, et al.
Publicado: (2020)

Association of Medicaid Insurance With Survival Among Patients With Small Cell Lung Cancer
por: Pezzi, Todd A., et al.
Publicado: (2020)

Evaluation of Survival Following Surgical Resection for Small Nonfunctional Pancreatic Neuroendocrine Tumors
por: Sugawara, Toshitaka, et al.
Publicado: (2023)

Autopsy diagnosis of acupuncture-induced bilateral tension pneumothorax using whole-body postmortem computed tomography: A case report
por: Jian, Junqi, et al.
Publicado: (2018)

Genomic Relatedness Strengthens Genetic Connectedness Across Management Units
por: Yu, Haipeng, et al.
Publicado: (2017)

Genomic Bayesian Confirmatory Factor Analysis and Bayesian Network To Characterize a Wide Spectrum of Rice Phenotypes
por: Yu, Haipeng, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_9lsjos55s8vhu2iis743q10p1n