Full-automatic computer aided system for stem cell clustering using content-based microscopic image analysis
Sign Up to like & getrecommendations! Published in 2017 at "Biocybernetics and Biomedical Engineering"
DOI: 10.1016/j.bbe.2017.01.004
Abstract: Abstract Stem cells are very original cells that can differentiate into other cells, tissues and organs, which play a very important role in biomedical treatments. Because of the importance of stem cells, in this paper… read more here.
Keywords: system; feature; stem; stem cells ... See more keywords
An effective microscopic image augmentation approach
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-93954-x
Abstract: There are too many types of Chinese medicinal herbs (CMH) and it is difficult to collect microscopic images, which naturally leads to the problem of small sample size. In addition, CMH also has some scarcity… read more here.
Keywords: microscopic image; effective microscopic; image; augmentation ... See more keywords
Automatic fluorescence microscopic image analyzer: a novel AI-based tool for early diagnosing superficial fungal infections
Sign Up to like & getrecommendations! Published in 2025 at "BMC Infectious Diseases"
DOI: 10.1186/s12879-025-11296-5
Abstract: Superficial fungal infections (SFIs) are highly prevalent globally, affecting approximately 20–25% of the population. Their diverse and often non-specific clinical manifestations necessitate accurate and timely laboratory diagnosis. Traditional methods such as potassium hydroxide (KOH) microscopy… read more here.
Keywords: microscopic image; image; fungal infections; fluorescence ... See more keywords
A state-of-the-art review of diffusion model applications for microscopic image and micro-alike image analysis
Sign Up to like & getrecommendations! Published in 2025 at "Frontiers in Medicine"
DOI: 10.3389/fmed.2025.1551894
Abstract: Diffusion models, a class of deep learning models based on probabilistic generative processes, progressively transform data into noise and then reconstruct the original data through an inverse process. Recently, diffusion models have gained attention in… read more here.
Keywords: microscopic image; review; image; diffusion model ... See more keywords
Review of Image Augmentation Used in Deep Learning-Based Material Microscopic Image Segmentation
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13116478
Abstract: The deep learning-based image segmentation approach has evolved into the mainstream of target detection and shape characterization in microscopic image analysis. However, the accuracy and generalizability of deep learning approaches are still hindered by the… read more here.
Keywords: image augmentation; image segmentation; augmentation; image ... See more keywords
Characterization of Porous Cementitious Materials Using Microscopic Image Processing and X-ray CT Analysis
Sign Up to like & getrecommendations! Published in 2020 at "Materials"
DOI: 10.3390/ma13143105
Abstract: The use of lightweight concrete has continuously increased because it has a primary benefit of reducing dead load in a concrete infrastructure. Various properties of lightweight concrete, such as compressive strength, elastic modulus, sound absorption… read more here.
Keywords: analysis; image processing; ray analysis; cementitious materials ... See more keywords