Cargando…

RapidEELS: machine learning for denoising and classification in rapid acquisition electron energy loss spectroscopy

Recent advances in detectors for imaging and spectroscopy have afforded in situ, rapid acquisition of hyperspectral data. While electron energy loss spectroscopy (EELS) data acquisition speeds with electron counting are regularly reaching 400 frames per second with near-zero read noise, signal to no...

Descripción completa

Detalles Bibliográficos
Autores principales:	Pate, Cassandra M., Hart, James L., Taheri, Mitra L.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8484590/ https://www.ncbi.nlm.nih.gov/pubmed/34593833 http://dx.doi.org/10.1038/s41598-021-97668-8

Ejemplares similares

Rapid and Green Classification Method of Bacteria Using Machine Learning and NIR Spectroscopy
por: Farias, Leovergildo R., et al.
Publicado: (2023)

Rapid Classification of Petroleum Waxes: A Vis-NIR Spectroscopy and Machine Learning Approach
por: Barea-Sepúlveda, Marta, et al.
Publicado: (2023)

Rapid, Reference-Free human genotype imputation with denoising autoencoders
por: Dias, Raquel, et al.
Publicado: (2022)

Direct Detection Electron Energy-Loss Spectroscopy: A Method to Push the Limits of Resolution and Sensitivity
por: Hart, James L., et al.
Publicado: (2017)

Rapid denoising of pyrosequencing amplicon data: exploiting the rank-abundance distribution
por: Reeder, Jens, et al.
Publicado: (2010)

EELS at very high energy losses
por: MacLaren, Ian, et al.
Publicado: (2018)

Rapid de novo assembly of the European eel genome from nanopore sequencing reads
por: Jansen, Hans J., et al.
Publicado: (2017)

A data acquisition system for parallel electron energy loss spectroscopy
por: Orsholm, C, et al.
Publicado: (1995)

Rapid intraoperative molecular genetic classification of gliomas using Raman spectroscopy
por: Livermore, Laurent James, et al.
Publicado: (2019)

Rapid Etiological Classification of Meningitis by NMR Spectroscopy Based on Metabolite Profiles and Host Response
por: Himmelreich, Uwe, et al.
Publicado: (2009)

Rapid measurement and machine learning classification of color vision deficiency
por: He, Jingyi, et al.
Publicado: (2023)

Rapid and non-destructive identification of Anopheles gambiae and Anopheles arabiensis mosquito species using Raman spectroscopy via machine learning classification models
por: Omucheni, Dickson L., et al.
Publicado: (2023)

Author Correction: Rapid de novo assembly of the European eel genome from nanopore sequencing reads
por: Jansen, Hans J., et al.
Publicado: (2019)

A Deep Learning Approach for Rapid and Generalizable Denoising of Photon-Counting Micro-CT Images
por: Nadkarni, Rohan, et al.
Publicado: (2023)

Classification of Thyroid Nodules with Stacked Denoising Sparse Autoencoder
por: Li, Zexin, et al.
Publicado: (2020)

Multi-echo Acquisition and Thermal Denoising Advances Infant Precision Functional Imaging
por: Moser, Julia, et al.
Publicado: (2023)

Theory of rapid force spectroscopy
por: Bullerjahn, Jakob T., et al.
Publicado: (2014)

Application of serum Raman spectroscopy combined with classification model for rapid breast cancer screening
por: Lin, Runrui, et al.
Publicado: (2023)

An inexpensive fast memory module for rapid acquisition of digital data
por: Rossi, David T., et al.
Publicado: (1985)

The digestive tract as an essential organ for water acquisition in marine teleosts: lessons from euryhaline eels
por: Takei, Yoshio
Publicado: (2021)

Reliable Characterization of Organic & Pharmaceutical Compounds with High Resolution Monochromated EEL Spectroscopy
por: Das, Partha Pratim, et al.
Publicado: (2020)

Rapid diagnosis of COVID-19 using FT-IR ATR spectroscopy and machine learning
por: Nogueira, Marcelo Saito, et al.
Publicado: (2021)

Rapidly detecting fennel origin of the near-infrared spectroscopy based on extreme learning machine
por: Zuo, Enguang, et al.
Publicado: (2022)

Near-infrared spectroscopy and machine learning algorithms for rapid and non-invasive detection of Trichuris
por: Kariyawasam, Tharanga N., et al.
Publicado: (2023)

A rapid denoised contrast enhancement method digitally mimicking an adaptive illumination in submicron-resolution neuronal imaging
por: Borah, Bhaskar Jyoti, et al.
Publicado: (2022)

Rapid Material Appearance Acquisition Using Consumer Hardware
por: Filip, Jiří, et al.
Publicado: (2014)

Rapid Acquisition and Identification of Structural Defects of Metro Tunnel
por: Ai, Qing, et al.
Publicado: (2019)

Rapid Development of Improved Data-Dependent Acquisition Strategies
por: Davies, Vinny, et al.
Publicado: (2021)

Rapid identification of staphylococci by Raman spectroscopy
por: Rebrošová, Katarína, et al.
Publicado: (2017)

Rapid Identification of Rainbow Trout Adulteration in Atlantic Salmon by Raman Spectroscopy Combined with Machine Learning
por: Chen, Zeling, et al.
Publicado: (2019)

Rapid Detection and Quantification of Adulterants in Fruit Juices Using Machine Learning Tools and Spectroscopy Data
por: Calle, José Luis P., et al.
Publicado: (2022)

Adversarial Gaussian Denoiser for Multiple-Level Image Denoising
por: Khan, Aamir, et al.
Publicado: (2021)

Centrifuge: rapid and sensitive classification of metagenomic sequences
por: Kim, Daehwan, et al.
Publicado: (2016)

Introduction to the standard reference data of electron energy loss spectra and their database: eel.geri.re.kr
por: Chae, Jeong Eun, et al.
Publicado: (2019)

Rapid Classification and Recognition Method of the Species and Chemotypes of Essential Oils by ATR-FTIR Spectroscopy Coupled with Chemometrics
por: Truzzi, Eleonora, et al.
Publicado: (2022)

Building an ensemble learning model for gastric cancer cell line classification via rapid raman spectroscopy
por: Liu, Kunxiang, et al.
Publicado: (2022)

Rapid Acquisition of Gigapascal-High-Pressure Resistance by Escherichia coli
por: Vanlint, Dietrich, et al.
Publicado: (2011)

Rapid mapping of polarization switching through complete information acquisition
por: Somnath, Suhas, et al.
Publicado: (2016)

Fluorescent CRISPR Adaptation Reporter for rapid quantification of spacer acquisition
por: Amlinger, Lina, et al.
Publicado: (2017)

Rapid High-Resolution Mosaic Acquisition for Photoacoustic Remote Sensing
por: Abbasi, Saad, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_h6dd6u6q2bs5mj0j61k8jnfa58