Room‐Temperature‐Processable Highly Reliable Resistive Switching Memory with Reconfigurability for Neuromorphic Computing and Ultrasonic Tissue Classification
Sign Up to like & getrecommendations! Published in 2023 at "Advanced Functional Materials"
DOI: 10.1002/adfm.202213064
Abstract: Reversible metal‐filamentary mechanism has been widely investigated to design an analog resistive switching memory (RSM) for neuromorphic hardware‐implementation. However, uncontrollable filament‐formation, inducing its reliability issues, has been a fundamental challenge. Here, an analog RSM with… read more here.
Keywords: resistive switching; switching memory; tissue classification;
Visualization and tissue classification of human breast cancer images using ultrahigh‐resolution OCT
Sign Up to like & getrecommendations! Published in 2017 at "Lasers in Surgery and Medicine"
DOI: 10.1002/lsm.22654
Abstract: Breast cancer is one of the most common cancers, and recognized as the third leading cause of mortality in women. Optical coherence tomography (OCT) enables three dimensional visualization of biological tissue with micrometer level resolution… read more here.
Keywords: resolution; tissue classification; breast; breast cancer ... See more keywords
Signal to noise ratio quantifies the contribution of spectral channels to classification of human head and neck tissues ex vivo using deep learning and multispectral imaging
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Biomedical Optics"
DOI: 10.1117/1.jbo.28.1.016004
Abstract: Abstract. Significance Accurate identification of tissues is critical for performing safe surgery. Combining multispectral imaging (MSI) with deep learning is a promising approach to increasing tissue discrimination and classification. Evaluating the contributions of spectral channels… read more here.
Keywords: multispectral imaging; classification; spectral channels; deep learning ... See more keywords
Deep learning approach based on superpixel segmentation assisted labeling for automatic pressure ulcer diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0264139
Abstract: A pressure ulcer is an injury of the skin and underlying tissues adjacent to a bony eminence. Patients who suffer from this disease may have difficulty accessing medical care. Recently, the COVID-19 pandemic has exacerbated… read more here.
Keywords: pressure ulcer; deep learning; pressure; segmentation ... See more keywords
Comparison of Two-Dimensional- and Three-Dimensional-Based U-Net Architectures for Brain Tissue Classification in One-Dimensional Brain CT
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Computational Neuroscience"
DOI: 10.3389/fncom.2021.785244
Abstract: Brain tissue segmentation plays a crucial role in feature extraction, volumetric quantification, and morphometric analysis of brain scans. For the assessment of brain structure and integrity, CT is a non-invasive, cheaper, faster, and more widely… read more here.
Keywords: brain; brain tissue; segmentation; tissue classification ... See more keywords