Cargando…

Clinical Applicable AI System Based on Deep Learning Algorithm for Differentiation of Pulmonary Infectious Disease

Objective: To assess the performance of a novel deep learning (DL)-based artificial intelligence (AI) system in classifying computed tomography (CT) scans of pneumonia patients into different groups, as well as to present an effective clinically relevant machine learning (ML) system based on medical...

Descripción completa

Detalles Bibliográficos
Autores principales:	Zhang, Yu-han, Hu, Xiao-fei, Ma, Jie-chao, Wang, Xian-qi, Luo, Hao-ran, Wu, Zi-feng, Zhang, Shu, Shi, De-jun, Yu, Yi-zhou, Qiu, Xiao-ming, Zeng, Wen-bing, Chen, Wei, Wang, Jian
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2021
Materias:	Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8677931/ https://www.ncbi.nlm.nih.gov/pubmed/34926501 http://dx.doi.org/10.3389/fmed.2021.753055

Ejemplares similares

Artificial Intelligence (AI) and Lung Ultrasound in Infectious Pulmonary Disease
por: Trovato, Guglielmo, et al.
Publicado: (2021)

Translational AI and Deep Learning in Diagnostic Pathology
por: Serag, Ahmed, et al.
Publicado: (2019)

Echocardiography-based AI for detection and quantification of atrial septal defect
por: Lin, Xixiang, et al.
Publicado: (2023)

Application of novel AI-based algorithms to biobank data: uncovering of new features and linear relationships
por: Sherlock, Lee, et al.
Publicado: (2023)

Diagnosis and treatment of infectious vaginitis: Proposal for a new algorithm
por: Eleutério, José, et al.
Publicado: (2023)

Deep Learning Algorithms for the Prediction of Posttransplant Renal Function in Deceased-Donor Kidney Recipients: A Preliminary Study Based on Pretransplant Biopsy
por: Luo, You, et al.
Publicado: (2022)

PathNarratives: Data annotation for pathological human-AI collaborative diagnosis
por: Zhang, Heyu, et al.
Publicado: (2023)

Comparative Evaluation of Three Preprocessing Methods for Extraction and Detection of Influenza A Virus Nucleic Acids from Sputum
por: Yu, Fei, et al.
Publicado: (2018)

Editorial: Advances in AI methods for computational pathology
por: Qi, Xin, et al.
Publicado: (2022)

Explainability agreement between dermatologists and five visual explanations techniques in deep neural networks for melanoma AI classification
por: Giavina-Bianchi, Mara, et al.
Publicado: (2023)

Development of a model for predicting the severity of chronic obstructive pulmonary disease
por: Gu, Yu-Feng, et al.
Publicado: (2022)

Screening Referable Diabetic Retinopathy Using a Semi-automated Deep Learning Algorithm Assisted Approach
por: Wang, Yueye, et al.
Publicado: (2021)

Efficacy of high-flow nasal oxygenation compared with laryngeal mask airway in children undergoing ambulatory oral surgery under deep sedation: A randomized controlled non-inferiority trial
por: Ran, Longkuan, et al.
Publicado: (2022)

Risk Factors for Patient–Ventilator Asynchrony and Its Impact on Clinical Outcomes: Analytics Based on Deep Learning Algorithm
por: Ge, Huiqing, et al.
Publicado: (2020)

Nanomaterials-Based Urinary Extracellular Vesicles Isolation and Detection for Non-invasive Auxiliary Diagnosis of Prostate Cancer
por: Wang, Na, et al.
Publicado: (2022)

Feasibility evaluation of novel AI‐based deep‐learning contouring algorithm for radiotherapy
por: Maduro Bustos, Luis A., et al.
Publicado: (2023)

AI-CenterNet CXR: An artificial intelligence (AI) enabled system for localization and classification of chest X-ray disease
por: Albahli, Saleh, et al.
Publicado: (2022)

Blockchain and K-Means Algorithm for Edge AI Computing
por: Qiu, Xiaotian, et al.
Publicado: (2022)

Rapidly progressing primary pulmonary lymphoma masquerading as lung infectious disease: A case report and review of the literature
por: Jiang, Jin-Hong, et al.
Publicado: (2021)

A new, feasible, and convenient method based on semantic segmentation and deep learning for hemoglobin monitoring
por: Hu, Xiao-yan, et al.
Publicado: (2023)

Differentiation of Brain Abscess From Cystic Glioma Using Conventional MRI Based on Deep Transfer Learning Features and Hand-Crafted Radiomics Features
por: Bo, Linlin, et al.
Publicado: (2021)

Metabolomic Signatures of Autoimmune Hepatitis in the Development of Cirrhosis
por: Li, Shan-shan, et al.
Publicado: (2021)

Efficacy of AI Chats to Determine an Emergency: A Comparison Between OpenAI’s ChatGPT, Google Bard, and Microsoft Bing AI Chat
por: Zúñiga Salazar, Gabriel, et al.
Publicado: (2023)

AI-aided on-chip nucleic acid assay for smart diagnosis of infectious disease
por: Sun, Hao, et al.
Publicado: (2022)

A 16S rDNA sequencing-based analysis of airway microecology in patients with an acute exacerbation of chronic obstructive pulmonary disease: A cross-sectional study in Inner Mongolia, China
por: Zhu, Shu-fen, et al.
Publicado: (2022)

Early prediction of clinical scores for left ventricular reverse remodeling using extreme gradient random forest, boosting, and logistic regression algorithm representations
por: Liu, Lu, et al.
Publicado: (2022)

Development and Validation of a Deep Learning Algorithm to Automatic Detection of Pituitary Microadenoma From MRI
por: Li, Qingling, et al.
Publicado: (2021)

Echocardiography-based AI detection of regional wall motion abnormalities and quantification of cardiac function in myocardial infarction
por: Lin, Xixiang, et al.
Publicado: (2022)

Chronic Obstructive Pulmonary Disease With Asthma-Like Features in the General Population in China
por: Huang, Kewu, et al.
Publicado: (2022)

Echocardiographic Prognosis Relevance of Attenuated Right Heart Remodeling in Idiopathic Pulmonary Arterial Hypertension
por: Zhao, Qin-Hua, et al.
Publicado: (2021)

The Validation of Deep Learning-Based Grading Model for Diabetic Retinopathy
por: Zhang, Wen-fei, et al.
Publicado: (2022)

A hybrid energy-based and AI-based screening approach for the discovery of novel inhibitors of JAK3
por: Wei, Juying, et al.
Publicado: (2023)

A Prediction Model for Tacrolimus Daily Dose in Kidney Transplant Recipients With Machine Learning and Deep Learning Techniques
por: Zhang, Qiwen, et al.
Publicado: (2022)

Tailored Target Ablation Index Guided Pulmonary Vein Isolation in Treating Paroxysmal Atrial Fibrillation: A Single Center Randomized Study in Asian Population (AI-Asian-I)
por: Xiong, Qingsong, et al.
Publicado: (2022)

Doctor-patient interactions in the age of AI: navigating innovation and expertise
por: Hryciw, Brett N., et al.
Publicado: (2023)

Stroke risk study based on deep learning-based magnetic resonance imaging carotid plaque automatic segmentation algorithm
por: Chen, Ya-Fang, et al.
Publicado: (2023)

Deep Learning and the Future of AI
por: Prof. LeCun, Yann
Publicado: (2016)

Novel hub genes associated with pulmonary artery remodeling in pulmonary hypertension
por: Tan, Rubin, et al.
Publicado: (2022)

A Simple Weaning Model Based on Interpretable Machine Learning Algorithm for Patients With Sepsis: A Research of MIMIC-IV and eICU Databases
por: Liu, Wanjun, et al.
Publicado: (2022)

Deep Learning in Prostate Cancer Diagnosis Using Multiparametric Magnetic Resonance Imaging With Whole-Mount Histopathology Referenced Delineations
por: Li, Danyan, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_cd40fmeda336u67qs0id4rre37