AIMC Topic: Cell Culture Techniques, Three Dimensional

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Improving 3D deep learning segmentation with biophysically motivated cell synthesis.

Communications biology Jan 11, 2025
Biomedical research increasingly relies on three-dimensional (3D) cell culture models and artificial-intelligence-based analysis can potentially facilitate a detailed and accurate feature extraction on a single-cell level. However, this requires for ...
Humans Deep Learning Imaging, Three-Dimensional Cell Culture Techniques, Three Dimensional
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Utilizing convolutional neural networks for discriminating cancer and stromal cells in three-dimensional cell culture images with nuclei counterstain.

Journal of biomedical optics Aug 24, 2024
SIGNIFICANCE: Accurate cell segmentation and classification in three-dimensional (3D) images are vital for studying live cell behavior and drug responses in 3D tissue culture. Evaluating diverse cell populations in 3D cell culture over time necessita...
Humans Neural Networks, Computer Neoplasms Cell Line, Tumor Imaging, Three-Dimensional Image Processing, Computer-Assisted Microscopy, Confocal Fibroblasts Stromal Cells Cell Nucleus Spheroids, Cellular Cell Culture Techniques, Three Dimensional
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Synthesis of large scale 3D microscopic images of 3D cell cultures for training and benchmarking.

PloS one Mar 31, 2023
The analysis of 3D microscopic cell culture images plays a vital role in the development of new therapeutics. While 3D cell cultures offer a greater similarity to the human organism than adherent cell cultures, they introduce new challenges for autom...
Humans Algorithms Deep Learning Imaging, Three-Dimensional Image Processing, Computer-Assisted Benchmarking Cell Culture Techniques, Three Dimensional
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