Bayden R. Wood
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View article: Enhancing vibrational spectroscopy-based diagnosis through in silico modelling: The case of infrared absorption spectrum of urine
Enhancing vibrational spectroscopy-based diagnosis through in silico modelling: The case of infrared absorption spectrum of urine Open
Vibrational spectroscopy has become a valuable tool for biomedical applications. However, the technique generates large empirical spectral datasets, requiring multivariate analysis using an ever-evolving arsenal of machine learning approac…
View article: Integrating acoustic microfluidics with spectroscopic analysis for efficient bacterial lysis and molecular characterisation
Integrating acoustic microfluidics with spectroscopic analysis for efficient bacterial lysis and molecular characterisation Open
Rapid and efficient bacterial lysis is crucial for point-of-care diagnostics, environmental monitoring, and integrated analytical platforms. However, conventional lysis methods often involve trade-offs between lysis efficiency, biomolecule…
View article: Bridging spectroscopy and advanced molecular orientation analysis with new 4＋ angle polarization toolbox in Quasar
Bridging spectroscopy and advanced molecular orientation analysis with new 4＋ angle polarization toolbox in Quasar Open
Anisotropy plays a critical role in governing the mechanical, thermal, electrical, magnetic, and optical properties of materials, influencing their behavior across diverse applications. Probing and quantifying this directional dependence i…
View article: Towards a global model for Diabetic kidney disease screening using ATR-FTIR
Towards a global model for Diabetic kidney disease screening using ATR-FTIR Open
View article: Earliest trace fossil evidence of wood-eating termites (Isoptera) and mites (Oribatida) in circumpolar environments of Australia
Earliest trace fossil evidence of wood-eating termites (Isoptera) and mites (Oribatida) in circumpolar environments of Australia Open
View article: Rapid, Precise, and Clinically Relevant Quantification of Urinary Albumin and Creatinine Using a NanoDrop UV/Vis Spectrophotometer
Rapid, Precise, and Clinically Relevant Quantification of Urinary Albumin and Creatinine Using a NanoDrop UV/Vis Spectrophotometer Open
Albuminuria is a sensitive biomarker of kidney dysfunction, and the albumin/creatinine ratio (ACR) is an essential measure for monitoring diabetic kidney disease (DKD). Abnormal levels can indicate a propensity for progressive renal failur…
View article: John McDouall Stuart: food insecurity on the South Australian Central Australia expedition
John McDouall Stuart: food insecurity on the South Australian Central Australia expedition Open
The aim was to assess food security on Stuart’s sixth expedition to the north (20 December 1861 to 10 December 1862), when he succeeded in crossing the continent from Adelaide to Van Diemen Gulf and returned without loss of life. Contempor…
View article: Towards a Global Model for Diabetic Kidney Disease Screening using ATR-FTIR
Towards a Global Model for Diabetic Kidney Disease Screening using ATR-FTIR Open
Infrared (IR) spectroscopy of urine extracts coupled with Machine Learning (ML) methods has been proposed as a promising technique for Diabetic Kidney Disease (DKD) screening. However, for clinical translation, predictive models based on m…
View article: Bridging Spectroscopy and Advanced Molecular Orientation Analysis with New 4+ Angle Polarization Toolbox in Quasar
Bridging Spectroscopy and Advanced Molecular Orientation Analysis with New 4+ Angle Polarization Toolbox in Quasar Open
Anisotropy plays a critical role in governing the mechanical, thermal, electrical, magnetic, and optical properties of materials, influencing their behavior across diverse applications. Probing and quantifying this directional dependence i…
View article: Towards a Global Model for Diabetic Kidney Disease Screening Using Atr-Ftir
Towards a Global Model for Diabetic Kidney Disease Screening Using Atr-Ftir Open
View article: The international society for clinical spectroscopy; reflections on the first 10 years
The international society for clinical spectroscopy; reflections on the first 10 years Open
The article provides a perspective overview of the development and current status of the field of biomedical spectroscopy, on the occasion of the tenth anniversary of the foundation of the International Society for Clinical Spectroscopy (C…
View article: Illuminating Malaria: Spectroscopy’s Vital Role in Diagnosis and Research
Illuminating Malaria: Spectroscopy’s Vital Role in Diagnosis and Research Open
Spectroscopic techniques have emerged as crucial tools in the field of malaria research, offering immense potential for improved diagnosis and enhanced understanding of the disease. This review article pays tribute to the pioneering contri…
View article: Illuminating Malaria: Spectroscopy's Vital Role in Diagnosis and Research
Illuminating Malaria: Spectroscopy's Vital Role in Diagnosis and Research Open
Spectroscopic techniques have emerged as crucial tools in the field of malaria research, offering immense potential for improved diagnosis and enhanced understanding of the disease. This re-view article pays tribute to the pioneering contr…
View article: Evolution of vibrational biospectroscopy: multimodal techniques and miniaturisation supported by machine learning
Evolution of vibrational biospectroscopy: multimodal techniques and miniaturisation supported by machine learning Open
The field of vibrational biospectroscopy has undergone continuous evolution, advancing from its earliest pioneers to the current innovators. Emerging frontier technologies have enabled vibrational biospectroscopy to reach new heights, expa…
View article: <scp>Near‐infrared</scp> spectroscopy as a novel method of ex vivo bladder cancer tissue characterisation
<span>Near‐infrared</span> spectroscopy as a novel method of ex vivo bladder cancer tissue characterisation Open
Objective To evaluate near‐infrared (NIR) spectroscopy in differentiating between benign and malignant bladder pathologies ex vivo immediately after resection, including the grade and stage of malignancy. Patients and Methods A total of 35…
View article: Revolutionising Health Science: A Historical and Future Perspective on Multimodal, Miniaturisation, and Machine Learning in Biospectroscopy
Revolutionising Health Science: A Historical and Future Perspective on Multimodal, Miniaturisation, and Machine Learning in Biospectroscopy Open
View article: Hemozoin in malaria eradication—from material science, technology to field test
Hemozoin in malaria eradication—from material science, technology to field test Open
Malaria continues to be among the most lethal infectious diseases. Immediate barriers include the detection of low-parasitemia levels in asymptomatic individuals, which act as a reservoir for future infections, and the emergence of multidr…
View article: Point‐of‐care detection of fibrosis in liver transplant surgery using near‐infrared spectroscopy and machine learning
Point‐of‐care detection of fibrosis in liver transplant surgery using near‐infrared spectroscopy and machine learning Open
Introduction Visual assessment and imaging of the donor liver are inaccurate in predicting fibrosis and remain surrogates for histopathology. We demonstrate that 3‐s scans using a handheld near‐infrared‐spectroscopy (NIRS) instrument can i…
View article: Towards a point-of-care multimodal spectroscopy instrument for the evaluation of human cardiac tissue
Towards a point-of-care multimodal spectroscopy instrument for the evaluation of human cardiac tissue Open
To demonstrate that point-of-care multimodal spectroscopy using Near-Infrared (NIR) and Raman Spectroscopy (RS) can be used to diagnose human heart tissue. We generated 105 spectroscopic scans, which comprised 4 NIR and 3 RS scans per samp…
View article: Point-of-Care Diagnosis of Bladder Cancer With Vibrational Spectroscopy: A Systematic Review
Point-of-Care Diagnosis of Bladder Cancer With Vibrational Spectroscopy: A Systematic Review Open
IntroductionVibrational spectroscopy (VS) is a new and rapidly evolving technology in cancer diagnostics. Originating from analytical chemistry, VS evaluates vibrations of nuclei to produce a unique “biological fingerprint.” While multiple…
View article: Enseñanza del machine learning y la quimiometría en química analítica mediante propuestas prácticas e interactivas
Enseñanza del machine learning y la quimiometría en química analítica mediante propuestas prácticas e interactivas Open
A pesar de la creciente popularidad de las técnicas de aprendizaje automático (“machine learning”, en inglés) su enseñanza en química analítica es un reto debido a la falta de conocimientos en programación por parte del alumnado y el profe…
View article: Biochemical characterization and discrimination of Leishmania major parasites and infected macrophages with Raman spectroscopy and chemometrics
Biochemical characterization and discrimination of Leishmania major parasites and infected macrophages with Raman spectroscopy and chemometrics Open
Leishmaniasis is classified as one of the neglected tropical disease (NTD), which are caused by a group of parasitic protozoans called Leishmania. The high case load and severity of the disease make Leishmaniasis second only to malaria in …
View article: Near-infrared spectroscopy for structural bone assessment
Near-infrared spectroscopy for structural bone assessment Open
Aims Disorders of bone integrity carry a high global disease burden, frequently requiring intervention, but there is a paucity of methods capable of noninvasive real-time assessment. Here we show that miniaturized handheld near-infrared sp…
View article: ATR‐FTIR Spectroscopy for Early Detection of Diabetic Kidney Disease
ATR‐FTIR Spectroscopy for Early Detection of Diabetic Kidney Disease Open
Current screening methods for diabetic kidney disease (DKD), characterized by albumin excretion in urine, are expensive or only identify patients in late disease stages. Hence, there is need for a cost‐effective, quick, and portable screen…
View article: Dataset fior Microalbuminuria Analysis
Dataset fior Microalbuminuria Analysis Open
Dataset and scripts for the article "ATR-FTIR Spectroscopy for Early Detection of Diabetic Kidney Disease". It needs Matlab and functions from the PLS_Toolbox from Eigenvector Research. - 1. DATASET.mat: A…
View article: A Combined Near-Infrared and Mid-Infrared Spectroscopic Approach for the Detection and Quantification of Glycine in Human Serum
A Combined Near-Infrared and Mid-Infrared Spectroscopic Approach for the Detection and Quantification of Glycine in Human Serum Open
Serum is an important candidate in proteomics analysis as it potentially carries key markers on health status and disease progression. However, several important diagnostic markers found in the circulatory proteome and the low-molecular-we…
View article: Fourier-Transform Infra-Red Microspectroscopy Can Accurately Diagnose Colitis and Assess Severity of Inflammation
Fourier-Transform Infra-Red Microspectroscopy Can Accurately Diagnose Colitis and Assess Severity of Inflammation Open
The diagnosis and management of inflammatory bowel disease relies on histological assessment, which is costly, subjective, and lacks utility for point-of-care diagnosis. Fourier-transform infra-red spectroscopy provides rapid, non-destruct…
View article: Improved tissue preparation for multimodal vibrational imaging of biological tissues
Improved tissue preparation for multimodal vibrational imaging of biological tissues Open
View article: Haemoprocessor: A Portable Platform Using Rapid Acoustically Driven Plasma Separation Validated by Infrared Spectroscopy for Point-of-Care Diagnostics
Haemoprocessor: A Portable Platform Using Rapid Acoustically Driven Plasma Separation Validated by Infrared Spectroscopy for Point-of-Care Diagnostics Open
The identification of biomarkers from blood plasma is at the heart of many diagnostic tests. These tests often need to be conducted frequently and quickly, but the logistics of sample collection and processing not only delays the test resu…
View article: Fatty acid distribution and polymorphism in solid lipid particles of milkfat and long chain omega-3 fatty acids
Fatty acid distribution and polymorphism in solid lipid particles of milkfat and long chain omega-3 fatty acids Open