Hyperspectral imaging for clinical applications

J Yoon - BioChip Journal, 2022 - Springer
Measuring morphological and biochemical features of tissue is crucial for disease diagnosis
and surgical guidance, providing clinically significant information related to pathophysiology …

Deep learning in medical hyperspectral images: A review

R Cui, H Yu, T Xu, X Xing, X Cao, K Yan, J Chen - Sensors, 2022 - mdpi.com
With the continuous progress of development, deep learning has made good progress in the
analysis and recognition of images, which has also triggered some researchers to explore …

Skin complications of diabetes mellitus revealed by polarized hyperspectral imaging and machine learning

V Dremin, Z Marcinkevics, E Zherebtsov… - … on Medical Imaging, 2021 - ieeexplore.ieee.org
Aging and diabetes lead to protein glycation and cause dysfunction of collagen-containing
tissues. The accompanying structural and functional changes of collagen significantly …

Advances in dynamic light scattering imaging of blood flow

A Sdobnov, G Piavchenko, A Bykov… - Laser & Photonics …, 2024 - Wiley Online Library
Dynamic light scattering (DLS) is a well known experimental approach uniquely suited for
the characterization of small particles undergoing Brownian motion in randomly …

Compact and ultracompact spectral imagers: technology and applications in biomedical imaging

MH Tran, B Fei - Journal of biomedical optics, 2023 - spiedigitallibrary.org
Significance Spectral imaging, which includes hyperspectral and multispectral imaging, can
provide images in numerous wavelength bands within and beyond the visible light …

[HTML][HTML] Noninvasive hemoglobin sensing and imaging: optical tools for disease diagnosis

M Taylor-Williams, G Spicer, G Bale… - Journal of Biomedical …, 2022 - spiedigitallibrary.org
Significance: Measurement and imaging of hemoglobin oxygenation are used extensively in
the detection and diagnosis of disease; however, the applied instruments vary widely in their …

Optical percutaneous needle biopsy of the liver: a pilot animal and clinical study

V Dremin, E Potapova, E Zherebtsov, K Kandurova… - Scientific reports, 2020 - nature.com
This paper presents the results of the experiments which were performed using the optical
biopsy system specially developed for in vivo tissue classification during the percutaneous …

Polarimetric imaging for cervical pre-cancer screening aided by machine learning: ex vivo studies

D Robinson, K Hoong, WB Kleijn… - Journal of …, 2023 - spiedigitallibrary.org
Significance Wide-field imaging Mueller polarimetry is an optical imaging technique that has
great potential to become a reliable, fast, non-contact in vivo imaging modality for the early …

Guidelines and evaluation of clinical explainable AI in medical image analysis

W Jin, X Li, M Fatehi, G Hamarneh - Medical image analysis, 2023 - Elsevier
Explainable artificial intelligence (XAI) is essential for enabling clinical users to get informed
decision support from AI and comply with evidence-based medical practice. Applying XAI in …

Fluorescence lifetime needle optical biopsy discriminates hepatocellular carcinoma

EA Zherebtsov, EV Potapova, AV Mamoshin… - Biomedical Optics …, 2022 - opg.optica.org
This work presents results of in vivo and in situ measurements of hepatocellular carcinoma
by a developed optical biopsy system. Here, we describe the technical details of the …