1. In Vivo Intelligent Fluorescence Endo-Microscopy by Varifocal Meta-Device and Deep Learning.
- Author
-
Chia YH, Liao WH, Vyas S, Chu CH, Yamaguchi T, Liu X, Tanaka T, Huang YY, Chen MK, Chen WS, Tsai DP, and Luo Y
- Subjects
- Animals, Mice, Equipment Design methods, Deep Learning, Brain diagnostic imaging, Imaging, Three-Dimensional methods, Microscopy, Fluorescence methods, Microscopy, Fluorescence instrumentation
- Abstract
Endo-microscopy is crucial for real-time 3D visualization of internal tissues and subcellular structures. Conventional methods rely on axial movement of optical components for precise focus adjustment, limiting miniaturization and complicating procedures. Meta-device, composed of artificial nanostructures, is an emerging optical flat device that can freely manipulate the phase and amplitude of light. Here, an intelligent fluorescence endo-microscope is developed based on varifocal meta-lens and deep learning (DL). The breakthrough enables in vivo 3D imaging of mouse brains, where varifocal meta-lens focal length adjusts through relative rotation angle. The system offers key advantages such as invariant magnification, a large field-of-view, and optical sectioning at a maximum focal length tuning range of ≈2 mm with 3 µm lateral resolution. Using a DL network, image acquisition time and system complexity are significantly reduced, and in vivo high-resolution brain images of detailed vessels and surrounding perivascular space are clearly observed within 0.1 s (≈50 times faster). The approach will benefit various surgical procedures, such as gastrointestinal biopsies, neural imaging, brain surgery, etc., (© 2024 The Authors. Advanced Science published by Wiley‐VCH GmbH.)
- Published
- 2024
- Full Text
- View/download PDF