The present disclosure provides apparatuses, systems, and methods for performing particle analysis through flow cytometry at comparatively high event rates and for gathering high resolution images of particles.

A particle recovery device for recovering particles contained in a liquid sample, the particle recovery device comprising: a flow cell having a flow path through which the liquid sample flows; standing wave generating means that applies, in the flow path, an ultrasonic wave that sweeps between a second frequency that is a frequency lower than a first frequency that is a frequency of the ultrasonic wave that generates a standing wave having a predetermined number of nodes in the flow path and a third frequency that is a frequency higher than the first frequency; and recovery means that recovers the particles focused in the flow path by the standing wave generated by the standing wave generating means.

The present disclosure relates to devices and systems for separating motile pathogenic bacterial cells from samples. The disclosure also provides for methods of determining whether a sample is contaminated by pathogenic bacteria. The devices and systems disclosed herein are useful for screening water sources, environmental testing sites, food sources, and bodily fluids for the presence, absence, or quantity of bacterial cells in a sample representative of the screened sources.

A filtering device generally constructed from two panels is disclosed herein. The device may be used for the isolation, concentration, and detection of particles with particular chosen characteristics. A first panel, an etched or molded filter panel, includes an array of V-shaped channels wherein the walls of the V-shaped channels have spacer pads and offset walls that create filtering pores when the filter panel is mated to a flat surface of a second panel. The use of semiconductor processing equipment provides incredible accuracy as well as the ability to construct extremely small features.

A medical analysis device with cellular impedance signal processing comprises a memory (4) arranged to receive pulse data sets, each pulse data set comprising impedance value data that are associated each time with a time marker, these data together representing a curve of cellular impedance values that are measured as a cell passes through a polarised opening. This device further comprises a classifier (6) comprising a convolutional neural network receiving the pulse data sets as input and is provided with at least one convolutional layer, which convolutional layer has a depth greater than or equal to 3, and at least two fully connected layers, in addition to an output layer rendering a cell classification from which a pulse data set is derived.

The present invention relates to compositions comprising magnetic particles, the methods of using these compositions in processing animal sperm, the resulting sperm and embryo products, and the methods of use of these compositions to increase the efficiency, efficacy and/or speed of cell processing and artificial insemination techniques.

Methods and systems for sorting particles are provided. Methods and systems for sorting cell beads are provided. In some cases, cell beads may be sorted from particles unoccupied with cell derivatives. In some cases, singularly occupied cell beads may be sorted from unoccupied particles and multiply occupied cell beads.

Aspects of the present disclosure include methods for identifying one or more components of a sample in a flow stream using a dynamic algorithm (e.g., a machine learning algorithm). Methods according to certain embodiments include detecting light from a sample having particles in a flow stream, generating a data signal of parameters of the particles from the detected light, generating an image based on the data signal, comparing the image with one or more image classification parameters and classifying one or more components of the image using a dynamic algorithm that updates the image classification parameters based on the classified components in the image. Systems and integrated circuit devices programmed for practicing the subject methods, such as on a flow cytometer, are also provided.

A method for aligning sequences of droplets in streams of an emulsion comprising target droplets and tag droplets, a tag droplet comprising first and second tags. A target droplet is split into first and second target droplets and a tag droplet is split into first and second tag droplets. Each of the first and second tag droplets comprise the first and second tags. The first target droplet and first tag droplet are in a first stream of droplets, and the second target droplet and second tag droplet are in a second stream of droplets. The method detects the first tag droplets and first target droplets in the first stream and the second tag droplets and second target droplets in the second stream, determines a first sequence of droplets in the first stream and a second sequence of droplets in the second stream, and compares these to align the sequences.

Described are various embodiments of methods, devices, systems and kits for magnetic levitation-based separation of mixtures or populations of particles that include various types of particles. Some embodiments of such methods, devices, systems and kits are useful for magnetic levitation-based separation of mixtures or populations of cells that include various cell types. Some other embodiments of the described methods, devices, systems and kits are useful for magnetic levitation-based separation of mixtures or population of cellular or mixtures or population of biological molecules.