A pH Monitoring Algorithm for Orifice Plate Culture Medium

Article Biochemistry & Molecular Biology

A cell culture platform for quantifying metabolic substrate oxidation in bicarbonate-buffered medium

James R. Krycer et al.

Summary: Complex diseases are linked to changes in metabolism, and a new method using a bicarbonate-buffered well-plate platform has been developed to study and screen metabolic activity under more physiological conditions.

JOURNAL OF BIOLOGICAL CHEMISTRY (2022)

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Article Computer Science, Information Systems

Performance analysis of Otsu thresholding for sign language segmentation

Zheng Yu Tan et al.

Summary: The research focuses on the segmentation process of sign language recognition, particularly on using the Otsu technique for image thresholding. Experimental results indicate that sign alphabets with handheld shapes are easier to segment, while those with finger-extend shapes are harder. The success of sign language segmentation depends on hand size, hand-background intensity difference, and noise measurement.

MULTIMEDIA TOOLS AND APPLICATIONS (2021)

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Review Ecology

Computer Vision, Machine Learning, and the Promise of Phenomics in Ecology and Evolutionary Biology

Moritz D. Lurig et al.

Summary: This article explains how ecologists and evolutionary biologists use computer vision (CV) to extract and process information from digital images to collect phenotypic data. CV provides an opportunity to address the bottleneck in image analysis and can help researchers effectively capture data at the phenomic level.

FRONTIERS IN ECOLOGY AND EVOLUTION (2021)

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Article Computer Science, Artificial Intelligence

HSV model based data hiding in video for watermark applications

J. Jerisha Liby et al.

Summary: This manuscript proposes a new data hiding approach that transforms RGB model to HSV model for watermark applications in video. The method efficiently embeds the data by utilizing the 'Value' Coefficients with strong correlation between adjacent coefficients, showing better performance than traditional methods against attacks such as noise and filtering.

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS (2021)

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Article Biochemical Research Methods

LIVECell-A large-scale dataset for label-free live cell segmentation

Christoffer Edlund et al.

Summary: The LIVECell dataset consists of annotated phase-contrast images of over 1.6 million cells, aiming to improve the training of image segmentation models through deep learning. Its creation and utilization help explore biological phenomena and conduct high-throughput quantitative imaging studies.

NATURE METHODS (2021)

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Article Chemistry, Multidisciplinary