Cargando…

Evaluation of computed tomography images under deep learning in the diagnosis of severe pulmonary infection

This work aimed to explore the diagnostic value of a deep convolutional neural network (CNN) combined with computed tomography (CT) images in patients with severe pneumonia complicated with pulmonary infection. A total of 120 patients with severe pneumonia complicated by pulmonary infection admitted...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ming, Mao, Lu, Na, Qian, Wei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10436326/ https://www.ncbi.nlm.nih.gov/pubmed/37602316 http://dx.doi.org/10.3389/fncom.2023.1115167

Ejemplares similares

Deep learning-based computed tomography image segmentation and volume measurement of intracerebral hemorrhage
por: Peng, Qi, et al.
Publicado: (2022)

Deep Learning Applications in Computed Tomography Images for Pulmonary Nodule Detection and Diagnosis: A Review
por: Li, Rui, et al.
Publicado: (2022)

A Multimodal Classification Architecture for the Severity Diagnosis of Glaucoma Based on Deep Learning
por: Yi, Sanli, et al.
Publicado: (2022)

Deep learning for diagnosis of malign pleural effusion on computed tomography images
por: Ozcelik, Neslihan, et al.
Publicado: (2023)

A Comparative Evaluation of Computed Tomography Images for the Classification of Spirometric Severity of the Chronic Obstructive Pulmonary Disease with Deep Learning
por: Sugimori, Hiroyuki, et al.
Publicado: (2021)

Computed Tomography Image Features under Deep Learning Algorithm Applied in Staging Diagnosis of Bladder Cancer and Detection on Ceramide Glycosylation
por: Xu, Yisheng, et al.
Publicado: (2022)

Classification of tumor from computed tomography images: A brain-inspired multisource transfer learning under probability distribution adaptation
por: Liu, Yu, et al.
Publicado: (2022)

Diagnosis of Nonperitonealized Colorectal Cancer with Computerized Tomography Image Features under Deep Learning
por: Wang, Xiaohong, et al.
Publicado: (2022)

Computer-Aided Diagnosis of Pulmonary Fibrosis Using Deep Learning and CT Images
por: Christe, Andreas, et al.
Publicado: (2019)

Computed Tomography Image under Convolutional Neural Network Deep Learning Algorithm in Pulmonary Nodule Detection and Lung Function Examination
por: Zhang, Chan, et al.
Publicado: (2021)

Predicting the tissue outcome of acute ischemic stroke from acute 4D computed tomography perfusion imaging using temporal features and deep learning
por: Winder, Anthony J., et al.
Publicado: (2022)

IoMT-Enabled Computer-Aided Diagnosis of Pulmonary Embolism from Computed Tomography Scans Using Deep Learning
por: Khan, Mudasir, et al.
Publicado: (2023)

Deep Learning-Based Computed Tomography Image Features in the Detection and Diagnosis of Perianal Abscess Tissue
por: Han, Song, et al.
Publicado: (2021)

Computer-aided diagnosis for screening of lower extremity lymphedema in pelvic computed tomography images using deep learning
por: Nomura, Yukihiro, et al.
Publicado: (2023)

Retracted: Computed Tomography Image Features under Deep Learning Algorithm Applied in Staging Diagnosis of Bladder Cancer and Detection on Ceramide Glycosylation
por: Methods in Medicine, Computational and Mathematical
Publicado: (2023)

Computed Tomography Angiography under Deep Learning in the Treatment of Atherosclerosis with Rapamycin
por: Ji, Fuguang, et al.
Publicado: (2021)

End-to-End Deep-Learning-Based Diagnosis of Benign and Malignant Orbital Tumors on Computed Tomography Images
por: Shao, Ji, et al.
Publicado: (2023)

Editorial: Machine and deep-learning for computational neuroscience
por: Dhiman, Gaurav, et al.
Publicado: (2023)

Conventional machine learning and deep learning in Alzheimer's disease diagnosis using neuroimaging: A review
por: Zhao, Zhen, et al.
Publicado: (2023)

Early Diagnosis of Acute Ischemic Stroke by Brain Computed Tomography Perfusion Imaging Combined with Head and Neck Computed Tomography Angiography on Deep Learning Algorithm
por: Yang, Yi, et al.
Publicado: (2022)

Role of Deep Learning in Computed Tomography
por: Garg, Yash, et al.
Publicado: (2023)

Using Deep Learning for Classification of Lung Nodules on Computed Tomography Images
por: Song, QingZeng, et al.
Publicado: (2017)

Anatomical evaluation of deep-learning synthetic computed tomography images generated from male pelvis cone-beam computed tomography
por: de Hond, Yvonne J.M., et al.
Publicado: (2023)

Pulmonary Nodule Classification with Deep Convolutional Neural Networks on Computed Tomography Images
por: Li, Wei, et al.
Publicado: (2016)

Characteristics of Computed Tomography Images for Patients with Acute Liver Injury Caused by Sepsis under Deep Learning Algorithm
por: Wang, Huijun, et al.
Publicado: (2022)

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

Appraisal of Deep-Learning Techniques on Computer-Aided Lung Cancer Diagnosis with Computed Tomography Screening
por: Agnes, S. Akila, et al.
Publicado: (2020)

Editorial: Deep Learning in Biological, Computer, and Neuromorphic Systems
por: Bart, Evgeniy, et al.
Publicado: (2019)

Mixed-Precision Deep Learning Based on Computational Memory
por: Nandakumar, S. R., et al.
Publicado: (2020)

The Economic Value of Hybrid Single‐photon Emission Computed Tomography With Computed Tomography Imaging in Pulmonary Embolism Diagnosis
por: Toney, Lauren K., et al.
Publicado: (2017)

Image Quality Improvement in Deep Learning Image Reconstruction of Head Computed Tomography Examination
por: Pula, Michal, et al.
Publicado: (2023)

Deep Learning for Autism Diagnosis and Facial Analysis in Children
por: Hosseini, Mohammad-Parsa, et al.
Publicado: (2022)

Deep learning-based electroencephalic diagnosis of tinnitus symptom
por: Hong, Eul-Seok, et al.
Publicado: (2023)

A clinically applicable deep-learning model for detecting intracranial aneurysm in computed tomography angiography images
por: Shi, Zhao, et al.
Publicado: (2020)

Computer-Aided Diagnosis with Deep Learning Architecture: Applications to Breast Lesions in US Images and Pulmonary Nodules in CT Scans
por: Cheng, Jie-Zhi, et al.
Publicado: (2016)

Deep Learning-Based Computed Tomography Image Standardization to Improve Generalizability of Deep Learning-Based Hepatic Segmentation
por: Lee, Seul Bi, et al.
Publicado: (2023)

Development of a deep learning‐based method to diagnose pulmonary ground‐glass nodules by sequential computed tomography imaging
por: Qiu, Zhixin, et al.
Publicado: (2022)

Deep-Learning Model of ResNet Combined with CBAM for Malignant–Benign Pulmonary Nodules Classification on Computed Tomography Images
por: Zhang, Yanfei, et al.
Publicado: (2023)

A Deep Learning Approach for the Photoacoustic Tomography Recovery From Undersampled Measurements
por: Shahid, Husnain, et al.
Publicado: (2021)

Deep learning image reconstruction algorithm for carotid dual-energy computed tomography angiography: evaluation of image quality and diagnostic performance
por: Jiang, Chenyu, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_65992d9e2se762olt4vfnu02o8