Federated learning‐based colorectal cancer classification by convolutional neural networks and general visual representation learning
Sign Up to like & getrecommendations! Published in 2023 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22875
Abstract: Colorectal cancer is the fourth fatal disease in the world, and the massive burden on the pathologists related to the classification of precancerous and cancerous colorectal lesions can be decreased by deep learning (DL) methods.… read more here.
Keywords: visual representation; representation learning; federated learning; learning ... See more keywords
Constructing Personal Guiding Theory Using Visual Representation: An Innovative Pedagogical Strategy
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Creativity in Mental Health"
DOI: 10.1080/15401383.2020.1739583
Abstract: ABSTRACT A personal guiding theory of counseling involves the alignment of personal values and beliefs with a theoretical approach(es). Counselors use their personal guiding theory as a foundation to navigate the counseling process. A lack… read more here.
Keywords: visual representation; personal guiding; innovative pedagogical; guiding theory ... See more keywords
Unsupervised Visual Representation Learning Based on Segmentation of Geometric Pseudo-Shapes for Transformer-Based Medical Tasks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2023.3237596
Abstract: Recently, transformer-based architectures have been shown to outperform classic convolutional architectures and have rapidly been established as state-of-the-art models for many medical vision tasks. Their superior performance can be explained by their ability to capture… read more here.
Keywords: visual representation; based segmentation; unsupervised visual; transformer based ... See more keywords
Black doctors on white walls: Visual representation in medicine
Sign Up to like & getrecommendations! Published in 2022 at "Medical Education"
DOI: 10.1111/medu.14778
Abstract: We created a faculty development programme of virtual peer-led discussion groups for medical school faculty called CIRCLE groups (Colleague Involved in Reaching Colleagues through Listening and Empathy). The programme was delivered through synchronous virtual (talk… read more here.
Keywords: white walls; medicine; visual representation; black doctors ... See more keywords
A Visual Representation of Kalpaka Bulvāris in Riga, Latvia Following the Invasion of Ukraine
Sign Up to like & getrecommendations! Published in 2022 at "Qualitative Inquiry"
DOI: 10.1177/10778004221114129
Abstract: Russia launched an unprovoked full-scale invasion of the sovereign country of Ukraine. This movement was historic as people around the world watched the events unfold, and before our eyes, the world watched a country be… read more here.
Keywords: latvia; visual representation; following invasion; representation kalpaka ... See more keywords
#ShoutYourAbortion on Instagram: Exploring the Visual Representation of Hashtag Movement and the Public’s Responses
Sign Up to like & getrecommendations! Published in 2022 at "SAGE Open"
DOI: 10.1177/21582440221093327
Abstract: The goal of the current study was to explore the visual representation of #ShoutYourAbortion hashtag movement on Instagram. The photos’ content and embedded texts in the photos were examined. And the photos were clustered using… read more here.
Keywords: visual representation; hashtag; photo features; hashtag movement ... See more keywords
A Contrastive Learning Method for the Visual Representation of 3D Point Clouds
Sign Up to like & getrecommendations! Published in 2022 at "Algorithms"
DOI: 10.3390/a15030089
Abstract: At present, the unsupervised visual representation learning of the point cloud model is mainly based on generative methods, but the generative methods pay too much attention to the details of each point, thus ignoring the… read more here.
Keywords: contrastive learning; visual representation; point cloud; method ... See more keywords