Cargando…

Rapid Bacterial Detection in Urine Using Laser Scattering and Deep Learning Analysis

Images of laser scattering patterns generated by bacteria in urine are promising resources for deep learning. However, floating bacteria in urine produce dynamic scattering patterns and require deep learning of spatial and temporal features. We hypothesized that bacteria with variable bacterial dens...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lee, Kwang Seob, Lim, Hyung Jae, Kim, Kyungnam, Park, Yeon-Gyeong, Yoo, Jae-Woo, Yong, Dongeun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	American Society for Microbiology 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941854/ https://www.ncbi.nlm.nih.gov/pubmed/35234514 http://dx.doi.org/10.1128/spectrum.01769-21

Ejemplares similares

Laboratory Aspects of Donor Screening for Fecal Microbiota Transplantation at a Korean Fecal Microbiota Bank
por: Seo, Hyun Soo, et al.
Publicado: (2021)

Laboratory Aspects of Donor Screening for Fecal Microbiota Transplantation at a Korean Fecal Microbiota Bank
por: Seo, Hyun Soo, et al.
Publicado: (2021)

Altered gut microbiota in individuals with episodic and chronic migraine
por: Yong, Dongeun, et al.
Publicado: (2023)

Overview of Deep Learning in Gastrointestinal Endoscopy
por: Min, Jun Ki, et al.
Publicado: (2019)

Deep learning model for tongue cancer diagnosis using endoscopic images
por: Heo, Jaesung, et al.
Publicado: (2022)

Rapid and accurate clinical testing for COVID-19 by nicking and extension chain reaction system-based amplification (NESBA)
por: Ju, Yong, et al.
Publicado: (2022)

"Rapidity gap" events and shadowing in deep inelastic scattering
por: Stodolsky, L
Publicado: (1993)

Rapid diagnosis of membranous nephropathy based on serum and urine Raman spectroscopy combined with deep learning methods
por: Zhang, Xueqin, et al.
Publicado: (2023)

A Deep Learning Framework for Vibration-Based Assessment of Delamination in Smart Composite Laminates
por: Khan, Asif, et al.
Publicado: (2020)

Rapid histology of laryngeal squamous cell carcinoma with deep-learning based stimulated Raman scattering microscopy
por: Zhang, Lili, et al.
Publicado: (2019)

DEEP-squared: deep learning powered De-scattering with Excitation Patterning
por: Wijethilake, Navodini, et al.
Publicado: (2023)

Laser light scattering
por: Johnson, Charles S., Jr. (Charles Sidney), 1936-
Publicado: (1981)

Laser light scattering
por: Chu, Benjamin
Publicado: (1974)

Comparison between Deep Learning and Conventional Machine Learning in Classifying Iliofemoral Deep Venous Thrombosis upon CT Venography
por: Hwang, Jung Han, et al.
Publicado: (2022)

Rapid Detection of Pseudomonas aeruginosa and Acinetobacter baumannii Harboring bla(VIM-2), bla(IMP-1) and bla(OXA-23) Genes by Using Loop-Mediated Isothermal Amplification Methods
por: Kim, Hye Jin, et al.
Publicado: (2016)

Human reference gut microbiome catalog including newly assembled genomes from under-represented Asian metagenomes
por: Kim, Chan Yeong, et al.
Publicado: (2021)

Deep learning for end-to-end kidney cancer diagnosis on multi-phase abdominal computed tomography
por: Uhm, Kwang-Hyun, et al.
Publicado: (2021)

Prediction of bone mineral density in CT using deep learning with explainability
por: Kang, Jeong-Woon, et al.
Publicado: (2023)

Holographic deep learning for rapid optical screening of anthrax spores
por: Jo, YoungJu, et al.
Publicado: (2017)

Developing a Diagnostic Decision Support System for Benign Paroxysmal Positional Vertigo Using a Deep-Learning Model
por: Lim, Eun-Cheon, et al.
Publicado: (2019)

A deep learning algorithm for automated measurement of vertebral body compression from X-ray images
por: Seo, Jae Won, et al.
Publicado: (2021)

Deep Learning Approach for the Localization and Analysis of Surface Plasmon Scattering
por: Lee, Jongha, et al.
Publicado: (2023)

A Study on 3D Deep Learning-Based Automatic Diagnosis of Nasal Fractures
por: Seol, Yu Jin, et al.
Publicado: (2022)

Clinical Utility of CT-Based Bronchial Aspirate TB-PCR for the Rapid Diagnosis of Pleural Tuberculosis
por: Lee, Jaehee, et al.
Publicado: (2013)

Isolation of Non-Hydrogen Sulfide-Producing Salmonella enterica Serovar Infantis from a Clinical Sample: the First Case in Korea
por: Lee, Kwang Seob, et al.
Publicado: (2020)

1989. Evaluation of Laser Light Scattering Technology in Rapid Diagnosis of Urinary Tract Infections in Children
por: Hassan, Ferdaus, et al.
Publicado: (2018)

Deep learning-based image enhancement in optical coherence tomography by exploiting interference fringe
por: Lee, Woojin, et al.
Publicado: (2023)

Author Correction: A deep learning algorithm for automated measurement of vertebral body compression from X-ray images
por: Seo, Jae Won, et al.
Publicado: (2022)

Web-Based Spine Segmentation Using Deep Learning in Computed Tomography Images
por: Kim, Young Jae, et al.
Publicado: (2020)

Deep inelastic scattering
por: Devenish, R, et al.
Publicado: (2004)

Deep inelastic scattering
por: Eisele, Franz
Publicado: (1996)

Deep inelastic scattering
por: Drees, J
Publicado: (1981)

Deep inelastic scattering
por: Landshoff, Peter V, et al.
Publicado: (1976)

Deep import of deep inelastic scattering
Publicado: (1999)

Detection and Weak Segmentation of Masses in Gray-Scale Breast Mammogram Images Using Deep Learning
por: Kim, Young Jae, et al.
Publicado: (2022)

Deep learning-based prediction of osseointegration for dental implant using plain radiography
por: Oh, Seok, et al.
Publicado: (2023)

Improving the Accuracy of Otitis Media with Effusion Diagnosis in Pediatric Patients Using Deep Learning
por: Shim, Jae-Hyuk, et al.
Publicado: (2023)

Contamination-resistant, rapid emulsion-based isothermal nucleic acid amplification with Mie-scatter inspired light scatter analysis for bacterial identification
por: Day, Alexander S., et al.
Publicado: (2021)

Image dataset of urine test results on petri dishes for deep learning classification
por: da Silva, Gabriel Rodrigues, et al.
Publicado: (2023)

Rapid Detection of Pediatric Bacteriuria Using Narrow Angle Forward Laser Scattering Technology (NAFLST) with Bacterioscan
por: Cline, Adriana, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_qarna4i47dem3proucku9spcvb