Abstract: This invention generally relates to methods and systems for dispensing a droplet, in particular a picolitre volume droplet containing one or more entities.

Abstract: We describe a microfluidic structure for spacing out droplets, the structure comprising: a main channel for guiding droplets in a spacing fluid; a first inlet for introducing droplets into the main channel; and a second inlet for introducing a spacing fluid into the main channel, wherein a cross-sectional area of the main channel decreases downstream from the first inlet. We also describe a method of spacing out droplets using a microfluidic structure.

Abstract: A method of processing droplets in a microfluidic system. The method may comprise capturing a time sequence of images of a droplet as it passes through a channel in a microfluidic system. The method may further comprise processing each image of the sequence of images using a convolutional neural network to count a number of cells or other entities visible in each image the droplet. The method may further comprise processing the count of the number of cells or other entities visible in each image of the droplet to determine an estimated number of cells or other entities in the droplet. The method/system may further comprise controlling a microfluidic process performed on the droplet responsive to the estimated number of cells or other entities in the droplet. Implementations of the method use the changing orientation and disposition of droplet contents in combination with machine learning to improve monoclonality assurance.

Abstract: This invention generally relates to methods and systems for dispensing a droplet, in particular a picolitre volume droplet containing one or more entities.