AIMC Topic: Microscopy, Fluorescence, Multiphoton

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Development of AI Based Fibrosis Detection Algorithm by SHG/TPEF Microscopy for Fully Quantified Liver Fibrosis Assessment in MASH.

Liver international : official journal of the International Association for the Study of the Liver Sep 1, 2025
BACKGROUND AND AIMS: Metabolic dysfunction-associated steatotic liver disease (MASLD) is a major global cause of chronic liver disease, with the potential to progress from steatosis to metabolic dysfunction-associated steatohepatitis (MASH) and cirrh...
Humans Artificial Intelligence Machine Learning Algorithms Fatty Liver Liver Cirrhosis Liver Biopsy Collagen Microscopy, Fluorescence, Multiphoton Second Harmonic Generation Microscopy Detection Algorithms
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Analysis of Collagen Spatial Structure Using Multiphoton Microscopy and Machine Learning Methods.

Biochemistry. Biokhimiia Jan 1, 2019
Pathogenesis of many diseases is associated with changes in the collagen spatial structure. Traditionally, the 3D structure of collagen in biological tissues is analyzed using histochemistry, immunohistochemistry, magnetic resonance imaging, and X-ra...
Humans Machine Learning Collagen Microscopy, Fluorescence, Multiphoton
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Automated classification of multiphoton microscopy images of ovarian tissue using deep learning.

Journal of biomedical optics Jun 1, 2018
Histopathological image analysis of stained tissue slides is routinely used in tumor detection and classification. However, diagnosis requires a highly trained pathologist and can thus be time-consuming, labor-intensive, and potentially risk bias. He...
Neural Networks, Computer Machine Learning Algorithms Female Animals Mice Ovarian Neoplasms Neoplasm Staging Ovary Microscopy, Fluorescence, Multiphoton
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