Cargando…

PB-LNet: a model for predicting pathological subtypes of pulmonary nodules on CT images

OBJECTIVE: To investigate the correlation between CT imaging features and pathological subtypes of pulmonary nodules and construct a prediction model using deep learning. METHODS: We collected information of patients with pulmonary nodules treated by surgery and the reference standard for diagnosis...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Yuchong, Qu, Hui, Tian, Yumeng, Na, Fangjian, Yan, Jinshan, Wu, Ying, Cui, Xiaoyu, Li, Zhi, Zhao, Mingfang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2023
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10548640/ https://www.ncbi.nlm.nih.gov/pubmed/37789252 http://dx.doi.org/10.1186/s12885-023-11364-6

Ejemplares similares

Centralized Lung Nodule Management at A Veterans Hospital Using A Multidisciplinary Lung Nodule Evaluation Team (LNET)
por: WRIGHTSON, William R., et al.
Publicado: (2018)

E(2)LNet: An Efficient and Effective Lightweight Network for Panoramic Depth Estimation
por: Xu, Jiayue, et al.
Publicado: (2023)

Solitary Pulmonary Inflammatory Nodule: CT Features and Pathological Findings
por: Xiao, Yun-Dan, et al.
Publicado: (2021)

Pulmonary Benign Ground-Glass Nodules: CT Features and Pathological Findings
por: Li, Wang-Jia, et al.
Publicado: (2021)

TheLNet270v1 – A Novel Deep-Network Architecture for the Automatic Classification of Thermal Images for Greenhouse Plants
por: Islam, Md. Parvez, et al.
Publicado: (2021)

DeepLN: A Multi-Task AI Tool to Predict the Imaging Characteristics, Malignancy and Pathological Subtypes in CT-Detected Pulmonary Nodules
por: Wang, Chengdi, et al.
Publicado: (2022)

Comparative study of primary pulmonary cryptococcosis with multiple nodules or masses by CT and pathology
por: Wang, Dongxu, et al.
Publicado: (2018)

Correlation between CT imaging characteristics and pathological diagnosis for subcentimeter pulmonary nodules
por: Hu, Benchuang, et al.
Publicado: (2022)

Stage I lung adenocarcinoma: the value of quantitative CT in differentiating pathological subtypes and predicting growth of subsolid nodules
por: Xu, Xianqun, et al.
Publicado: (2017)

PET/CT and the solitary pulmonary nodule
por: Pinto, Erique Guedes, et al.
Publicado: (2020)

A classification of pulmonary nodules by CT scan
por: Bellomi, M
Publicado: (2012)

PET/CT in the evaluation of pulmonary solitary nodule
por: Barbosa, Felipe de Galiza
Publicado: (2016)

Incidental, subsolid pulmonary nodules at CT: etiology and management
por: Seidelman, Jessica L., et al.
Publicado: (2013)

Pulmonary nodules and CT screening: the past, present and future
por: Ruparel, M, et al.
Publicado: (2016)

Study of CT-Guided Localization in Pulmonary Nodule Resection
por: Zhang, Cheng, et al.
Publicado: (2022)

Variability of pulmonary nodule volumetry on coronary CT angiograms
por: Pinto, Erique, et al.
Publicado: (2022)

Clinical and Computed Tomography (CT) Characteristics of Pulmonary Nodules Caused by Cryptococcal Infection
por: Chen, Fang, et al.
Publicado: (2021)

Dynamic Observation of Lung Nodules on Chest CT Before Diagnosis of Early Lung Cancer
por: Du, Qiaodan, et al.
Publicado: (2022)

Differentiation of pulmonary solid nodules attached to the pleura detected by thin-section CT
por: Jiang, Jin, et al.
Publicado: (2023)

CNN models discriminating between pulmonary micro-nodules and non-nodules from CT images
por: Monkam, Patrice, et al.
Publicado: (2018)

Congestive heart failure presenting as diffuse pulmonary nodules on CT
por: Malone, Ashlee, et al.
Publicado: (2021)

Retracted: Study of CT-Guided Localization in Pulmonary Nodule Resection
por: and Biomechanics, Applied Bionics
Publicado: (2023)

Spectral CT-based radiomics signature for distinguishing malignant pulmonary nodules from benign
por: Xu, Hang, et al.
Publicado: (2023)

A nomogram combining thoracic CT and tumor markers to predict the malignant grade of pulmonary nodules ≤3 cm in diameter
por: Qiu, Jianhao, et al.
Publicado: (2023)

CT-guided Hookwire localization before video-assisted thoracoscopic surgery for solitary ground-glass opacity dominant pulmonary nodules: radiologic-pathologic analysis
por: Huang, Hao-Zhe, et al.
Publicado: (2017)

Localization of nonpalpable pulmonary nodules using CT-guided needle puncture
por: Hsu, Hsian-He, et al.
Publicado: (2015)

MRI versus CT for the detection of pulmonary nodules: A meta-analysis
por: Liu, Hui, et al.
Publicado: (2021)

Incidental Pulmonary Nodules Found on Shoulder Arthroplasty Preoperative CT Scans
por: Lopez, Cesar D, et al.
Publicado: (2022)

Preoperative CT-guided localization of pulmonary nodules with low-dose radiation
por: Ma, Yanhe, et al.
Publicado: (2023)

Performance of computer-aided detection of pulmonary nodules in low-dose CT: comparison with double reading by nodule volume
por: Zhao, Yingru, et al.
Publicado: (2012)

Pulmonary emphysema is a predictor of pneumothorax after CT-guided transthoracic pulmonary biopsies of pulmonary nodules
por: Lendeckel, Derik, et al.
Publicado: (2017)

CT features and quantitative analysis of subsolid nodule lung adenocarcinoma for pathological classification prediction
por: Li, Xiaohu, et al.
Publicado: (2020)

HRCT features between lepidic-predominant type and other pathological subtypes in early-stage invasive pulmonary adenocarcinoma appearing as a ground-glass nodule
por: Zhang, Pengju, et al.
Publicado: (2021)

Value of spectral computed tomography-derived quantitative parameters based on full volume analysis in the diagnosis of benign/malignant and pathological subtypes of solitary pulmonary nodules
por: Liu, Kaifang, et al.
Publicado: (2023)

Clinical application of CT and CT-guided percutaneous transthoracic needle biopsy in patients with indeterminate pulmonary nodules
por: Cardoso, Luciana Vargas, et al.
Publicado: (2014)

Anatomy packing with hierarchical segments: an algorithm for segmentation of pulmonary nodules in CT images
por: Tsou, Chi-Hsuan, et al.
Publicado: (2015)

Diagnostic Accuracy of CT-Guided Transthoracic Needle Biopsy for Solitary Pulmonary Nodules
por: Yang, Wen, et al.
Publicado: (2015)

Reporting radiographers and their role in thoracic CT service improvement: managing the pulmonary nodule
por: Holland, Paul, et al.
Publicado: (2020)

Evaluation of dual‐energy and perfusion CT parameters for diagnosing solitary pulmonary nodules
por: Zhu, Beilin, et al.
Publicado: (2021)

Is the combination of bilateral pulmonary nodules and mosaic attenuation on chest CT specific for DIPNECH?
por: Samhouri, Bilal F., et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_r6fmug5smm2bvh7tsogp4kivqg