Cargando…

Prediction of Neonatal Respiratory Distress Biomarker Concentration by Application of Machine Learning to Mid-Infrared Spectra

The authors of this study developed the use of attenuated total reflectance Fourier transform infrared spectroscopy (ATR–FTIR) combined with machine learning as a point-of-care (POC) diagnostic platform, considering neonatal respiratory distress syndrome (nRDS), for which no POC currently exists, as...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ahmed, Waseem, Veluthandath, Aneesh Vincent, Rowe, David J., Madsen, Jens, Clark, Howard W., Postle, Anthony D., Wilkinson, James S., Murugan, Ganapathy Senthil
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914945/ https://www.ncbi.nlm.nih.gov/pubmed/35270894 http://dx.doi.org/10.3390/s22051744

Ejemplares similares

Complex refractive index spectra of whole blood and aqueous solutions of anticoagulants, analgesics and buffers in the mid-infrared
por: Rowe, David J., et al.
Publicado: (2017)

Extraordinary evanescent field confinement waveguide sensor for mid-infrared trace gas spectroscopy
por: Vlk, Marek, et al.
Publicado: (2021)

Pulmonary Surfactant in Adult ARDS: Current Perspectives and Future Directions
por: Dushianthan, Ahilanandan, et al.
Publicado: (2023)

Influence of Estrus on the Milk Characteristics and Mid-Infrared Spectra of Dairy Cows
por: Du, Chao, et al.
Publicado: (2021)

Fusion of Mid-Wave Infrared and Long-Wave Infrared Reflectance Spectra for Quantitative Analysis of Minerals
por: Desta, Feven, et al.
Publicado: (2020)

Importance of Mid-Infrared Spectra Regions for the Prediction of Mastitis and Ketosis in Dairy Cows
por: Gruber, Stefan, et al.
Publicado: (2023)

Effects of the Hydration State on the Mid-Infrared Spectra of Urea and Creatinine in Relation to Urine Analyses
por: Oliver, Katherine V., et al.
Publicado: (2016)

Genetic Analysis of Milk Production Traits and Mid-Infrared Spectra in Chinese Holstein Population
por: Du, Chao, et al.
Publicado: (2020)

Temperature Correction of Spectra to Improve Solute Concentration Monitoring by In Situ Ultraviolet and Mid-Infrared Spectrometries toward Isothermal Local Model Performance
por: Chong, Magdalene W. S., et al.
Publicado: (2022)

Infrared Spectra of Asphalts
por: Beitchman, Burton D.
Publicado: (1959)

Appropriate Data Quality Checks Improve the Reliability of Values Predicted from Milk Mid-Infrared Spectra
por: Zhang, Lei, et al.
Publicado: (2021)

The Effect of Haematocrit on Measurement of the Mid-Infrared Refractive Index of Plasma in Whole Blood
por: Rowe, David J., et al.
Publicado: (2021)

Variation of Detailed Protein Composition of Cow Milk Predicted from a Large Database of Mid-Infrared Spectra
por: Franzoi, Marco, et al.
Publicado: (2019)

Glucose emission spectra through mid-infrared passive spectroscopic imaging of the wrist for non-invasive glucose sensing
por: Kitazaki, Tomoya, et al.
Publicado: (2022)

Terahertz and Mid Infrared
por: Pereira, Mauro, et al.
Publicado: (2014)

Ultrasound-Enhanced Attenuated Total Reflection Mid-infrared Spectroscopy In-Line Probe: Acquisition of Cell Spectra in a Bioreactor
por: Koch, Cosima, et al.
Publicado: (2015)

Genetic and Non-Genetic Variation of Milk Total Antioxidant Activity Predicted from Mid-Infrared Spectra in Holstein Cows
por: Niero, Giovanni, et al.
Publicado: (2020)

Spectra Fusion of Mid-Infrared (MIR) and X-ray Fluorescence (XRF) Spectroscopy for Estimation of Selected Soil Fertility Attributes
por: Kandpal, Lalit M., et al.
Publicado: (2022)

Infrared Absorption Spectra of Steroids (an Atlas)
por: Dorfman, Ralph I.
Publicado: (1954)

Rotational structure in molecular infrared spectra
por: di Lauro, Carlo
Publicado: (2013)

Mid-infrared Semiconductor Optoelectronics
por: Krier, Anthony
Publicado: (2006)

In vitro measurements of physiological glucose concentrations in biological fluids using mid-infrared light
por: Liakat, Sabbir, et al.
Publicado: (2013)

The use of milk Fourier transform mid-infrared spectra and milk yield to estimate heat production as a measure of efficiency of dairy cows
por: Mesgaran, Sadjad Danesh, et al.
Publicado: (2020)

Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra
por: Mwanga, Emmanuel P., et al.
Publicado: (2023)

A factorization method for the classification of infrared spectra
por: Henneges, Carsten, et al.
Publicado: (2010)

Feature Point Descriptors: Infrared and Visible Spectra
por: Ricaurte, Pablo, et al.
Publicado: (2014)

Infrared and Raman spectra of lignin substructures: Dibenzodioxocin
por: Bock, Peter, et al.
Publicado: (2020)

Simultaneous Fitting of Absorption Spectra and Their Second Derivatives for an Improved Analysis of Protein Infrared Spectra
por: Baldassarre, Maurizio, et al.
Publicado: (2015)

Mid-Infrared Polarization Spectroscopy Measurements of Species Concentrations and Temperature in a Low-Pressure Flame
por: Sahlberg, Anna-Lena, et al.
Publicado: (2019)

Near-infrared and mid-infrared semiconductor broadband light emitters
por: Hou, Chun-Cai, et al.
Publicado: (2018)

Comparing the effect of different sample conditions and spectral libraries on the prediction accuracy of soil properties from near- and mid-infrared spectra at the field-scale
por: Breure, T.S., et al.
Publicado: (2022)

Time-domain spectroscopy in the mid-infrared
por: Lanin, A. A., et al.
Publicado: (2014)

Mid-infrared laser filaments in the atmosphere
por: Mitrofanov, A. V., et al.
Publicado: (2015)

Chaotic light at mid-infrared wavelength
por: Jumpertz, Louise, et al.
Publicado: (2016)

Mid-infrared plasmonic multispectral filters
por: Wang, Ang, et al.
Publicado: (2018)

Mid-infrared cross-comb spectroscopy
por: Liu, Mingchen, et al.
Publicado: (2023)

Increased surfactant protein‐D levels in the airways of preterm neonates with sepsis indicated responses to infectious challenges
por: Mackay, Rose‐Marie A., et al.
Publicado: (2019)

Ge on Si waveguide mid-infrared absorption spectroscopy of proteins and their aggregates
por: Mittal, Vinita, et al.
Publicado: (2020)

Fourier transform infrared spectra: applications to chemical systems
por: Ferraro, John R, et al.
Publicado: (1985)

Interpreting infrared, Raman, and nuclear magnetic resonance spectra
por: Nyquist, Richard Allen
Publicado: (2001)

Cannot write session to /tmp/vufind_sessions/sess_gb10p496vmqsg011bip7995eem