Machine learning in electron microscopy for advanced nanocharacterization: current developments, available tools and future outlook

M Botifoll, I Pinto-Huguet, J Arbiol - Nanoscale Horizons, 2022 - pubs.rsc.org
In the last few years, electron microscopy has experienced a new methodological paradigm
aimed to fix the bottlenecks and overcome the challenges of its analytical workflow. Machine …

Recent advances in deep-learning-enhanced photoacoustic imaging

J Yang, S Choi, J Kim, B Park… - Advanced Photonics …, 2023 - spiedigitallibrary.org
Photoacoustic imaging (PAI), recognized as a promising biomedical imaging modality for
preclinical and clinical studies, uniquely combines the advantages of optical and ultrasound …

[HTML][HTML] Semantic segmentation of multispectral photoacoustic images using deep learning

M Schellenberg, KK Dreher, N Holzwarth, F Isensee… - Photoacoustics, 2022 - Elsevier
Photoacoustic (PA) imaging has the potential to revolutionize functional medical imaging in
healthcare due to the valuable information on tissue physiology contained in multispectral …

Whole-body photoacoustic imaging techniques for preclinical small animal studies

H Kye, Y Song, T Ninjbadgar, C Kim, J Kim - Sensors, 2022 - mdpi.com
Photoacoustic imaging is a hybrid imaging technique that has received considerable
attention in biomedical studies. In contrast to pure optical imaging techniques, photoacoustic …

Segmentation and quantitative analysis of photoacoustic imaging: a review

TD Le, SY Kwon, C Lee - Photonics, 2022 - mdpi.com
Photoacoustic imaging is an emerging biomedical imaging technique that combines optical
contrast and ultrasound resolution to create unprecedented light absorption contrast in deep …

Deep-learning-based algorithm for the removal of electromagnetic interference noise in photoacoustic endoscopic image processing

O Gulenko, H Yang, KS Kim, JY Youm, M Kim, Y Kim… - Sensors, 2022 - mdpi.com
Despite all the expectations for photoacoustic endoscopy (PAE), there are still several
technical issues that must be resolved before the technique can be successfully translated …

Smart low level laser therapy system for automatic facial dermatological disorder diagnosis

DT Phan, QB Ta, CD Ly, CH Nguyen… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Computer-aided diagnosis using dermoscopy images is a promising technique for
improving the efficiency of facial skin disorder diagnosis and treatment. Hence, in this study …

A signal-domain object segmentation method for ultrasound and photoacoustic computed tomography

G Jin, H Zhu, D Jiang, J Li, L Su, J Li… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Image segmentation is important in improving the diagnostic capability of ultrasound
computed tomography (USCT) and photoacoustic computed tomography (PACT), as it can …

Design of Metaheuristic Optimization‐Based Vascular Segmentation Techniques for Photoacoustic Images

T Vaiyapuri, AK Dutta, MY Sikkandar… - Contrast Media & …, 2022 - Wiley Online Library
Biomedical imaging technologies are designed to offer functional, anatomical, and
molecular details related to the internal organs. Photoacoustic imaging (PAI) is becoming …

Recent advances in ultrasound and photoacoustic analysis for thyroid cancer diagnosis

B Park, C Kim, J Kim - Advanced Physics Research, 2023 - Wiley Online Library
Thyroid cancer is one of the most commonly diagnosed cancers worldwide, with a
continuously increasing incidence rate in recent decades. Although ultrasonography, which …