PARTICLE MANIPULATION SYSTEM WITH CAMERA/CLASSIFIER CONFIRMATION AND DEEP LEARNING ALGORITHM

    公开(公告)号:US20240272062A1

    公开(公告)日:2024-08-15

    申请号:US18438518

    申请日:2024-02-12

    发明人: Daryl GRUMMITT

    IPC分类号: G01N15/149 G01N15/10

    摘要: A MEMS-based particle manipulation system which uses a particle manipulation stage and optical confirmation of the manipulation. The optical confirmation may be camera-based, and may be used to assess the effectiveness or accuracy of the particle manipulation stage. In one exemplary embodiment, the particle manipulation stage is a microfabricated, fluid valve, which sorts a target particle from non-target particles in a fluid stream. The optical confirmation stage is disposed in the microfabricated fluid channels at the input and output of the microfabricated sorting valve. Deep learning techniques are brought to bear on the camera output to increase speed, accuracy and reliability. A calibration device may make use of a pixelated emitter, an optical filter and a spectral separator to mimic the fluorescent output of a biological sample tagged with fluorescent emitters as used in the particle sorting system. This calibration device may allow quick and easy calibration of the optical system for improved speed and performance.

    METHOD AND DEVICE FOR HIGH-THROUGHPUT SINGLE-FILE FOCUSING OF POLYDISPERSE PARTICLES

    公开(公告)号:US20240295484A1

    公开(公告)日:2024-09-05

    申请号:US18582156

    申请日:2024-02-20

    摘要: A high-throughput single-file focusing system and methods for polydisperse particles are provided. The system includes a microfluidic device for pre-focusing the polydisperse particles and a high-aspect-ratio (HAR) rectangular structure coupled to the microfluidic device. The microfluidic device includes a fluidic channel configured to localize distributions of the polydisperse particles in a cross-sectional area of the fluidic channel. The dimensions of the fluidic channel are configured to generate a converging secondary flow having four spiral vortices that drives the polydisperse particles to flow inward following a spiral path to be concentrated into a center of each spiral vortex such that the polydisperse particles are focused by the converging secondary flow without any inertial force. The coupled HAR rectangular structure receives the pre-focused polydisperse particles and further confines the particles to form a single file on its mid-plane.