Abstract: A facility for transforming a subject data item sequence is described. The facility accesses a trained relationship model. For each of a plurality of subject items of the subject data item sequence, the facility: selects a first contiguous series of items of the subject data item sequence immediately before the subject data item; selects a second contiguous series of items of the subject data item sequence immediately after the subject data item; and applies the trained relationship model to the selected first and second contiguous series of data items to obtain a denoised version of the subject data item. The facility then assembles the obtained denoised subject data items into a denoised data item sequence.

Abstract: A two-photon imaging system capable of imaging of an image region in real time is presented. The imaging system comprises a source of excitation light that provides the excitation light as a plurality of laser beamlets. The plurality of laser beamlets is collectively scanned by a single-axis scanner along a first direction in the focal plane of the image region and oriented such that neither the rows nor columns are aligned with the first direction. As a result, each laser beamlet scans a different sub-region of the image region and the plurality of sub-regions are simultaneously scanned. As a result, the entirety of the image region is scanned in the same amount of time required to scan one image sub-region.

Abstract: A multi-foci laser scanning microscope generates a set of time-multiplexed beams that are simultaneously scanned over multiple scan areas of the sample to be observed. A photodetector array associated with the beams detect fluorescence signals from the sample. A processor processes output signals from the photodetector array based on the time-multiplexing of the beams to provide a much wider field of view and reduced crosstalk between neighboring scan areas for more accurate imaging.

Abstract: A robotic imaging system has at least one robotic imaging arm that includes a free-space optics subsystem. The free-space optics is capable of conveying an excitation light signal through the robotic imaging arm to an optical end effector at the distal end thereof while maintaining coaxial alignment between the optical axis and the robotic skeleton. The free-space optics is also capable of maintaining linear polarization of the light signal.

Abstract: A two-photon imaging system capable of imaging of an image region in real time is presented. The imaging system comprises a source of excitation light that provides the excitation light as a plurality of laser beamlets. The plurality of laser beamlets is collectively scanned by a single-axis scanner along a first direction in the focal plane of the image region and oriented such that neither the rows nor columns are aligned with the first direction. As a result, each laser beamlet scans a different sub-region of the image region and the plurality of sub-regions are simultaneously scanned. As a result, the entirety of the image region is scanned in the same amount of time required to scan one image sub-region.

Abstract: A robotic imaging system has at least one robotic imaging arm that includes a free-space optics subsystem. The free-space optics is capable of conveying an excitation light signal through the robotic imaging arm to an optical end effector at the distal end thereof while maintaining coaxial alignment between the optical axis and the robotic skeleton. The free-space optics is also capable of maintaining linear polarization of the light signal.

Abstract: A multi-foci laser scanning microscope generates a set of time-multiplexed beams that are simultaneously scanned over multiple scan areas of the sample to be observed. A photodetector array associated with the beams detect fluorescence signals from the sample. A processor processes output signals from the photodetector array based on the time-multiplexing of the beams to provide a much wider field of view and reduced crosstalk between neighboring scan areas for more accurate imaging.