Deep learning-based virtual staining, segmentation, and classification in label-free photoacoustic histology of human specimens

C Yoon, E Park, S Misra, JY Kim, JW Baik… - Light: Science & …, 2024 - nature.com
In pathological diagnostics, histological images highlight the oncological features of excised
specimens, but they require laborious and costly staining procedures. Despite recent …

[HTML][HTML] Deep-ultraviolet Fourier ptychography (DUV-FP) for label-free biochemical imaging via feature-domain optimization

Q Zhao, R Wang, S Zhang, T Wang, P Song, G Zheng - APL photonics, 2024 - pubs.aip.org
We present deep-ultraviolet Fourier ptychography (DUV-FP) for high-resolution chemical
imaging of biological specimens in their native state without exogenous stains. This …

Compact and low-cost deep-ultraviolet microscope system for label-free molecular imaging and point-of-care hematological analysis

V Gorti, N Kaza, EK Williams, WA Lam… - Biomedical Optics …, 2023 - opg.optica.org
Deep-ultraviolet (UV) microscopy enables label-free, high-resolution, quantitative molecular
imaging and enables unique applications in biomedicine, including the potential for fast …

Multiparameter mobile blood analysis for complete blood count using contrast-enhanced defocusing imaging and machine vision

D Chen, N Li, S Zeng, X Lv, L Chen, X Liu, Q Hu - Analyst, 2023 - pubs.rsc.org
Blood analysis through complete blood count is the most basic medical test for disease
diagnosis. Conventional blood analysis requires bulky and expensive laboratory facilities …

Deep-UV microscopy as a tool to capture intracellular dynamics

V Gorti, FE Robles - Multiscale Imaging and Spectroscopy IV, 2023 - spiedigitallibrary.org
Intracellular activity occurs at a wide range of time scales, requiring a multiscale approach
for data acquisition and analysis. Current optical techniques used for imaging intracellular …

Classifier to predict cardiac output through photoplethysmography waveform analysis

JH Chiu, KL Branan, CT Hsiao… - Optical Diagnostics and …, 2024 - spiedigitallibrary.org
In this study, features were extracted from PPG waveforms and used to train different
classifier models, where cardiac output (CO) was classified into three ranges: low, healthy …

Deep learning-based analysis of deep ultraviolet (UV) microscopy images for label-free, point-of-care hematological analysis

N Kaza, LR Chiou, MH Lenk, JJM Law… - … and Sensing XXIV …, 2024 - spiedigitallibrary.org
Hematological analysis is based on assessing changes in the numbers of different blood
cells and their morphological, molecular, and cytogenetic properties via a complete blood …

Low-cost portable microscopy systems for biomedical imaging and healthcare applications

Z Jiao - 2024 - stax.strath.ac.uk
In recent years, the development of low-cost portable microscopes (LPMs) has opened new
possibilities for disease detection and biomedical research, especially in resource-limited …

Deep-ultraviolet microscopy for analysis of bone marrow aspirate adequacy

V Gorti, AR Subramanian, A Aljudi… - … and Sensing XXIV …, 2024 - spiedigitallibrary.org
Bone marrow aspiration procedures play an important role in the assessment of patients
with blood and marrow diseases, including cancers. Evaluating the adequacy of aspirates …