Computer-aided diagnosis methods for high-frequency ultrasound data analysis: a review
J Czajkowska, M Borak - Sensors, 2022 - mdpi.com
Over the last few decades, computer-aided diagnosis systems have become a part of clinical
practice. They have the potential to assist clinicians in daily diagnostic tasks. The image …
practice. They have the potential to assist clinicians in daily diagnostic tasks. The image …
Rapid measurement of epidermal thickness in OCT images of skin
CH Lin, BE Lukas, A Rajabi-Estarabadi, JR May… - Scientific Reports, 2024 - nature.com
Epidermal thickness (ET) changes are associated with several skin diseases. To measure
ET, segmentation of optical coherence tomography (OCT) images is essential; manual …
ET, segmentation of optical coherence tomography (OCT) images is essential; manual …
Automated segmentation of epidermis in high-frequency ultrasound of pathological skin using a cascade of DeepLab v3+ networks and fuzzy connectedness
This study proposes a novel, fully automated framework for epidermal layer segmentation in
different skin diseases based on 75 MHz high-frequency ultrasound (HFUS) image data. A …
different skin diseases based on 75 MHz high-frequency ultrasound (HFUS) image data. A …
Techniques and applications in skin OCT analysis
The skin is the largest organ of our body. Skin disease abnormalities which occur within the
skin layers are difficult to examine visually and often require biopsies to make a confirmation …
skin layers are difficult to examine visually and often require biopsies to make a confirmation …
Projective skip-connections for segmentation along a subset of dimensions in retinal OCT
In medical imaging, there are clinically relevant segmentation tasks where the output mask
is a projection to a subset of input image dimensions. In this work, we propose a novel …
is a projection to a subset of input image dimensions. In this work, we propose a novel …
Deep-learning approach for automated thickness measurement of epithelial tissue and scab using optical coherence tomography
Significance: In order to elucidate therapeutic treatment to accelerate wound healing, it is
crucial to understand the process underlying skin wound healing, especially re …
crucial to understand the process underlying skin wound healing, especially re …
Automatic segmentation of epidermis and hair follicles in optical coherence tomography images of normal skin by convolutional neural networks
Optical coherence tomography (OCT) is a well-established bedside imaging modality that
allows analysis of skin structures in a non-invasive way. Automated OCT analysis of skin …
allows analysis of skin structures in a non-invasive way. Automated OCT analysis of skin …
Optical coherence tomography for multicellular tumor spheroid category recognition and drug screening classification via multi-spatial-superficial-parameter and …
Optical coherence tomography (OCT) is an ideal imaging technique for noninvasive and
longitudinal monitoring of multicellular tumor spheroids (MCTS). However, the internal …
longitudinal monitoring of multicellular tumor spheroids (MCTS). However, the internal …
A distance-based loss for smooth and continuous skin layer segmentation in optoacoustic images
Raster-scan optoacoustic mesoscopy (RSOM) is a powerful, non-invasive optical imaging
technique for functional, anatomical, and molecular skin and tissue analysis. However, both …
technique for functional, anatomical, and molecular skin and tissue analysis. However, both …
Boundary Segmentation of Vascular Images in Fourier Domain Doppler Optical Coherence Tomography Based on Deep Learning
C Wu, Z Wang, P Xue, W Liu - Electronics, 2024 - mdpi.com
Microscopic and ultramicroscopic vascular sutures are indispensable in surgical procedures
such as arm transplantation and finger reattachment. The state of the blood vessels after …
such as arm transplantation and finger reattachment. The state of the blood vessels after …