Abstract: A method of measuring malarial parasitemia includes disposing a sample including red blood cells in liquid form on a sample stage, illuminating the sample with optical radiation, capturing a plurality of images of the sample, and extracting, from the one or more of the plurality of images, a set of red blood cell images. Each red blood cell image is associated with a particular red blood cell. The method also includes for each red blood cell image in the set of red blood cell images, inputting each red blood cell image into a machine learning model and generating, using the machine learning model, a classification related to a malaria parasite lifecycle stage for each of the red blood cells. The method further includes determining the malarial parasitemia for the sample.

Abstract: Spectrally encoded microbeads and methods and devices for making and using spectrally encoded microbeads are provided. The disclosed methods and devices facilitate the preparation and use of microbeads containing multiple lanthanide nanoparticles, which microbeads have uniquely identifiable spectral codes. The disclosed microbeads, and the methods and devices for making and using same, find use in multiplexing and high-throughput biomarker analysis.

Abstract: Systems, methods, and apparatus provide integration of microscopic imaging and liquid chromatography-mass spectrometry on a microfluidic device. In one aspect, an apparatus includes a first wafer, a second wafer, and an emitter. The emitter is disposed between the first wafer and the second wafer. The first wafer defines a sample input hole. The first wafer and the second wafer define a first channel, the first channel including a first end and a second end. The first end of the first channel is proximate the sample input hole. The first channel is configured to contain separation media. The second end of the first channel is proximate the emitter.

Abstract: This disclosure provides systems, methods, and apparatus for integration of microscopic imaging and liquid chromatography-mass spectrometry on a microfluidic device. In one aspect, an apparatus includes a first wafer, a second wafer, and an emitter. The emitter is disposed between the first wafer and the second wafer. The first wafer defines a sample input hole. The first wafer and the second wafer define a first channel, the first channel including a first end and a second end. The first end of the first channel is proximate the sample input hole. The first channel is configured to contain separation media. The second end of the first channel is proximate the emitter.

Abstract: Spectrally encoded microbeads and methods and devices for making and using spectrally encoded microbeads are provided. The disclosed methods and devices facilitate the preparation and use of microbeads containing multiple lanthanide nanoparticles, which microbeads have uniquely identifiable spectral codes. The disclosed microbeads, and the methods and devices for making and using same, find use in multiplexing and high-throughput biomarker analysis.

Abstract: Systems and methods for determining the sensitivity of cells (and/or a subject) to ionizing radiation are provided. The systems can comprise a microfluidic device comprising a plurality of microfluidic cavities each configured to contain cells; a source of ionizing radiation configured to deliver ionizing radiation to cells in the microfluidic cavities; and an imaging system configured to detect radiation-induced foci in cells when they are disposed in the microfluidic cavities. The methods can involve contacting a biological sample comprising cells from a subject with ionizing radiation; detecting and quantifying radiation induced foci in the cells at least two different time points; and determining a repair kinetic for radiation induced foci that is a measure of the rate of disappearance of the foci. Methodologies are also provided for in-home blood collection and fixation of nucleated blood cells in a manner to preserve health and fitness biomarkers inherent to these cells.