Cargando…

A Simple Method to Train the AI Diagnosis Model of Pulmonary Nodules

BACKGROUND: The differential diagnosis of subcentimetre lung nodules with a diameter of less than 1 cm has always been one of the problems of imaging doctors and thoracic surgeons. We plan to create a deep learning model for the diagnosis of pulmonary nodules in a simple method. METHODS: Image data...

Descripción completa

Detalles Bibliográficos
Autores principales:	He, Zhehao, Lv, Wang, Hu, Jian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2020
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7416225/ https://www.ncbi.nlm.nih.gov/pubmed/32802147 http://dx.doi.org/10.1155/2020/2812874

Ejemplares similares

How we assess the perioperative anxiety of surgical patients with pulmonary nodules: the revision of state-trait anxiety inventory
por: Zhou, Zhenyu, et al.
Publicado: (2020)

AI diagnosis of Bethesda category IV thyroid nodules
por: Yao, Jincao, et al.
Publicado: (2023)

How AI Can Help in the Diagnostic Dilemma of Pulmonary Nodules
por: Fahmy, Dalia, et al.
Publicado: (2022)

Putting artificial intelligence (AI) on the spot: machine learning evaluation of pulmonary nodules
por: Tandon, Yasmeen K., et al.
Publicado: (2020)

Bronchoscopic transparenchymal nodule access in the diagnosis and management of pulmonary nodules
por: Zhang, Quncheng, et al.
Publicado: (2023)

Advances in intelligent diagnosis methods for pulmonary ground-glass opacity nodules
por: Yang, Jing, et al.
Publicado: (2018)

Establishment and validation of an AI-aid method in the diagnosis of myocardial perfusion imaging
por: Zhang, Ruyi, et al.
Publicado: (2023)

Identification of benign and malignant thyroid nodules based on dynamic AI ultrasound intelligent auxiliary diagnosis system
por: Wang, Bing, et al.
Publicado: (2022)

Hierarchical clock-scale hand-drawn mapping as a simple method for bronchoscopic navigation in peripheral pulmonary nodule
por: Zhong, Chang-Hao, et al.
Publicado: (2022)

A Simple Model for Diagnosis of Maladaptations to Exercise Training
por: Flockhart, Mikael, et al.
Publicado: (2022)

Predictive model for the diagnosis of benign/malignant small pulmonary nodules
por: Chen, Weisong, et al.
Publicado: (2020)

LogNNet model as a fast, simple and economical AI instrument in the diagnosis and prognosis of COVID-19
por: Huyut, Mehmet Tahir, et al.
Publicado: (2023)

The pattern of lymph node metastasis in peripheral pulmonary nodules patients and risk prediction models
por: Ke, Lei, et al.
Publicado: (2022)

The Value of a Seven-Autoantibody Panel Combined with the Mayo Model in the Differential Diagnosis of Pulmonary Nodules
por: Ling, Zhougui, et al.
Publicado: (2021)

Diagnosis of pulmonary nodules by DNA methylation analysis in bronchoalveolar lavage fluids
por: Li, Lei, et al.
Publicado: (2021)

Does a thoracoscopic approach provide better outcomes for pulmonary metastases?
por: Rusidanmu, Aizemaiti, et al.
Publicado: (2021)

A simple AI-enabled method for quantifying bacterial adhesion on dental materials
por: Ding, Hao, et al.
Publicado: (2022)

Update on Pulmonary Ossifications in the Differential Diagnosis of Solitary Pulmonary Nodules
por: Gielis, Jan F., 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)

Applying a CT texture analysis model trained with deep‐learning reconstruction images to iterative reconstruction images in pulmonary nodule diagnosis
por: Wang, Qingle, et al.
Publicado: (2022)

Multiple inflammatory nodules: a differential diagnosis of new pulmonary nodules in oncology patients
por: Shinagare, Atul B., et al.
Publicado: (2010)

Differential diagnosis of solitary pulmonary nodules with dual-source spiral computed tomography
por: Shi, Zhitao, et al.
Publicado: (2016)

MRI Image Segmentation Model with Support Vector Machine Algorithm in Diagnosis of Solitary Pulmonary Nodule
por: Feng, Bo, et al.
Publicado: (2021)

Computer-Aided Diagnosis of Pulmonary Nodules in Rheumatoid Arthritis
por: Mușetescu, Anca Emanuela, et al.
Publicado: (2022)

Contourlet Textual Features: Improving the Diagnosis of Solitary Pulmonary Nodules in Two Dimensional CT Images
por: Wang, Jingjing, et al.
Publicado: (2014)

Clinical-radiological predictive model in differential diagnosis of small (≤ 20 mm) solitary pulmonary nodules
por: Zhao, Hai-Cheng, et al.
Publicado: (2021)

A Noninvasive Multianalytical Approach for Lung Cancer Diagnosis of Patients with Pulmonary Nodules
por: Liu, Quan‐Xing, et al.
Publicado: (2021)

The Value of (18)F-FDG PET/CT Mathematical Prediction Model in Diagnosis of Solitary Pulmonary Nodules
por: Wang, Ling, et al.
Publicado: (2018)

Towards AI-augmented radiology education: a web-based application for perception training in chest X-ray nodule detection
por: Borgbjerg, Jens, et al.
Publicado: (2023)

Artificial Intelligence-Aided Diagnosis Software to Identify Highly Suspicious Pulmonary Nodules
por: Lv, Jun, et al.
Publicado: (2022)

Preoperative diagnosis of solitary pulmonary nodules with a novel hematological index model based on circulating tumor cells
por: Zhou, Qiuxi, et al.
Publicado: (2023)

Endobronchial ultrasound transbronchial biopsy with guide-sheath for the diagnosis of solitary pulmonary nodules
por: Xu, Chun-Hua, et al.
Publicado: (2017)

Research training in an AI world
por: Chen, Allison R.
Publicado: (2023)

Observer training for computer-aided detection of pulmonary nodules in chest radiography
por: De Boo, Diederick W., et al.
Publicado: (2012)

Possible Use of Linear Echobronchoscope for Diagnosis of Peripheral Pulmonary Nodules
por: Zuccatosta, Lina, et al.
Publicado: (2023)

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

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

A new method for accurately localizing and resecting pulmonary nodules
por: Wang, Gongming, et al.
Publicado: (2020)

Novel preoperative nutritional assessment tool and prognostic model for ESCC patients
por: Xu, Jinming, et al.
Publicado: (2019)

Large-Scale Comparative Analysis Reveals A Simple Model To Predict The Prevalence Of Thyroid Nodules
por: Li, Genpeng, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_613j79ru4ktop8b4ts2nbjj2f7