National Institute of Biomedical Imaging and Bioengineering 11179472

Deep-learning assisted photoacoustic histology for real-time intraoperative pathological diagnosis

Award for developing a high-speed photoacoustic histology platform using deep learning for real-time intraoperative pathological diagnosis, funded by NIH NIBIB.

Description

The project involves developing a high-throughput photoacoustic histology platform with at least 100 times faster imaging speed than existing systems. It aims to implement neural networks for virtual staining and real-time intraoperative diagnosis, focusing on intraoperative bone histology and addressing limitations of current techniques. The project includes developing structured illumination UV-PAM and neural network-based classification.

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