Development and clinical translation of optical and software methods for endomicroscopic imaging

Endomicroscopy is an emerging technology that aims to improve clinical diagnostics by allowing for in vivo microscopy in difficult to reach areas of the body. This is most commonly achieved by using coherent fibre bundles to relay light for illumination and imaging to and from the area under investigation. Endomicroscopy’s attraction for researchers and clinicians is two-fold: on the one hand, its use can reduce the invasiveness of a diagnostic procedure by removing the need for biopsies; On the other hand, it allows for structural and functional in vivo imaging. Endomicroscopic images acquired through optical fibre bundles exhibit artefacts that deteriorate image quality and contrast. This thesis aims to improve an existing endomicroscopy imaging system by exploring two methods that mitigate these artefacts. The first, software-based method takes several processing steps from literature and implements them in an existing endomicroscopy device with a focus on real-time application to enable clinical use, after image quality was found to be inadequate without further processing. A contribution to the field is that two different approaches are implemented and compared in quantitative and qualitative means that have not been compared directly in this manner before. This first attempt at improving endomicroscopy image quality relies solely on digital image processing methods and is developed with a strong focus on real-time applicability in clinical use. Both approaches are compared on pre-clinical and clinical human imaging data. The second method targets the effect of inter-core coupling, which reduces contrast in fibre images. A parallelised confocal imaging method is developed in which a sequence of images is acquired while selectively illuminating groups of fibre cores through the use of a spatial light modulator. A bespoke algorithm creates a composite image in a final processing step. In doing so, unwanted light is detected and removed from the final image. This method is shown to reduce the negative impact of inter-core coupling on image contrast on small imaging targets, while no benefit was found in large, scattering samples

Demonstrating the Use of Optical Fibres in Biomedical Sensing:A Collaborative Approach for Engagement and Education

This paper demonstrates how research at the intersection of physics, engineering, biology and medicine can be presented in an interactive and educational way to a non-scientific audience. Interdisciplinary research with a focus on prevalent diseases provides a relatable context that can be used to engage with the public. Respiratory diseases are significant contributors to avoidable morbidity and mortality and have a growing social and economic impact. With the aim of improving lung disease understanding, new techniques in fibre-based optical endomicroscopy have been recently developed. Here, we present a novel engagement activity that resembles a bench-to-bedside pathway. The activity comprises an inexpensive educational tool ($70) adapted from a clinical optical endomicroscopy system and tutorials that cover state-of-the-art research. The activity was co-created by high school science teachers and researchers in a collaborative way that can be implemented into any engagement development process

Left out and locked down: impacts of COVID-19 for marginalised groups in Scotland

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Robust estimation of bacterial cell count from optical density

Optical density (OD) is widely used to estimate the density of cells in liquid culture, but cannot be compared between instruments without a standardized calibration protocol and is challenging to relate to actual cell count. We address this with an interlaboratory study comparing three simple, low-cost, and highly accessible OD calibration protocols across 244 laboratories, applied to eight strains of constitutive GFP-expressing E. coli. Based on our results, we recommend calibrating OD to estimated cell count using serial dilution of silica microspheres, which produces highly precise calibration (95.5% of residuals <1.2-fold), is easily assessed for quality control, also assesses instrument effective linear range, and can be combined with fluorescence calibration to obtain units of Molecules of Equivalent Fluorescein (MEFL) per cell, allowing direct comparison and data fusion with flow cytometry measurements: in our study, fluorescence per cell measurements showed only a 1.07-fold mean difference between plate reader and flow cytometry data

Measurement of t(t)over-bar normalised multi-differential cross sections in pp collisions at root s=13 TeV, and simultaneous determination of the strong coupling strength, top quark pole mass, and parton distribution functions

Peer reviewe

An embedding technique to determine ττ backgrounds in proton-proton collision data

An embedding technique is presented to estimate standard model tau tau backgrounds from data with minimal simulation input. In the data, the muons are removed from reconstructed mu mu events and replaced with simulated tau leptons with the same kinematic properties. In this way, a set of hybrid events is obtained that does not rely on simulation except for the decay of the tau leptons. The challenges in describing the underlying event or the production of associated jets in the simulation are avoided. The technique described in this paper was developed for CMS. Its validation and the inherent uncertainties are also discussed. The demonstration of the performance of the technique is based on a sample of proton-proton collisions collected by CMS in 2017 at root s = 13 TeV corresponding to an integrated luminosity of 41.5 fb(-1).Peer reviewe

Measurement of the Splitting Function in &ITpp &ITand Pb-Pb Collisions at root&ITsNN&IT=5.02 TeV

Data from heavy ion collisions suggest that the evolution of a parton shower is modified by interactions with the color charges in the dense partonic medium created in these collisions, but it is not known where in the shower evolution the modifications occur. The momentum ratio of the two leading partons, resolved as subjets, provides information about the parton shower evolution. This substructure observable, known as the splitting function, reflects the process of a parton splitting into two other partons and has been measured for jets with transverse momentum between 140 and 500 GeV, in pp and PbPb collisions at a center-of-mass energy of 5.02 TeV per nucleon pair. In central PbPb collisions, the splitting function indicates a more unbalanced momentum ratio, compared to peripheral PbPb and pp collisions.. The measurements are compared to various predictions from event generators and analytical calculations.Peer reviewe