Applications of machine learning in spectroscopy

CA Meza Ramirez, M Greenop, L Ashton… - Applied Spectroscopy …, 2021 - Taylor & Francis
The way to analyze data in spectroscopy has changed substantially. At the same time, data
science has evolved to the point where spectroscopy can find space to be housed, adapted …

Amoxicillin-loaded multilayer pullulan-based nanofibers maintain long-term antibacterial properties with tunable release profile for topical skin delivery applications

F Ajalloueian, S Asgari, PR Guerra, CI Chamorro… - International Journal of …, 2022 - Elsevier
Unique physiochemical and biological properties of nanofibers along with the choice of a
wide variety of materials for both fabrication and tunable release patterns make nanofibers …

[HTML][HTML] Sensing technologies and experimental platforms for the characterization of advanced oral drug delivery systems

PO Okeyo, ST Rajendran, K Zór, A Boisen - Advanced Drug Delivery …, 2021 - Elsevier
Complex and miniaturized oral drug delivery systems are being developed rapidly for
targeted, controlled drug release and improved bioavailability. Standard analytical …

SERS-CNN approach for non-invasive and non-destructive monitoring of stem cell growth on a universal substrate through an analysis of the cultivation medium

A Skvortsova, A Trelin, A Sedlar, M Erzina… - Sensors and Actuators B …, 2023 - Elsevier
The development of advanced methods of SERS-CNN data analysis seems to provide a
perfect analytical system that is capable of solving the sophisticated task of determining the …

Optics miniaturization strategy for demanding Raman spectroscopy applications

O Ilchenko, Y Pilhun, A Kutsyk, D Slobodianiuk… - Nature …, 2024 - nature.com
Raman spectroscopy provides non-destructive, label-free quantitative studies of chemical
compositions at the microscale as used on NASA's Perseverance rover on Mars. Such …

Towards Raman imaging of centimeter scale tissue areas for real-time opto-molecular visualization of tissue boundaries for clinical applications

O Ilchenko, Y Pilhun, A Kutsyk - Light: Science & Applications, 2022 - nature.com
Towards Raman imaging of centimeter scale tissue areas for real-time opto-molecular
visualization of tissue boundaries for clinical applications | Light: Science & Applications Skip to …

[HTML][HTML] Food vs packaging: Dynamics of oil migration from particle systems into fibrous material

L Dewulf, MK Hausmann, A Bozon, G Niederreiter… - Powder Technology, 2024 - Elsevier
Paper packaging for compacted or tabletted foods is seen as a key sustainable packaging of
the future. Yet its fibrous structure is susceptible to absorb oils, fats, greases and other small …

Raman spectroscopy—research lab analytics

O Ilchenko, A Kutsyk, Z Zhang, A Boisen - Biophotonics and Biosensing, 2024 - Elsevier
This chapter provides an overview of the theoretical foundations, instrumentation, and
diverse applications of Raman spectroscopy. Raman spectroscopy has become an …

[PDF][PDF] Analysis and monitoring of single HaCaT cells using volumetric Raman mapping and machine learning

MJ Greenop - 2023 - core.ac.uk
No explorer reached a pole without a map, no chef served a meal without tasting, and no
surgeon implants untested devices. Higher accuracy maps, more sensitive taste buds, and …

Label-free imaging for drug delivery across biophysical barriers

JSP Harrison - 2023 - eprints.soton.ac.uk
Every year countless drug products fail to make it through the discovery and approval
process required for commercialisation and widespread patient use. This failure is often due …