Abstract: Aspects presented herein may enable a first UE to utilize inference results provided by at least a second UE to improve its inference accuracy. In one aspect, a first UE establishes an ML inference result sharing session with one or more second UEs for at least one ML inference task. The first UE receives a first set of ML inference results associated with the at least one ML inference task, where the first set of ML inference results is received from the one or more second UEs during the ML inference result sharing session. The first UE estimates an aggregated ML inference result based on at least one of the first set of ML inference results or a second set of ML inference results, where the second set of ML inference results is configured by the first UE for the at least one ML inference task.

Abstract: Some embodiments include a thermal ground plane comprising a first and second casing with folding and non-folding regions. The thermal ground plane may also include a vapor structure and a mesh. The mesh may be disposed on an interior surface of the second casing and the mesh include a plurality of arteries extending substantially parallel with a length of the thermal ground plane. The folding region of the first casing may have an out-of-plane wavy structure. The valleys and peaks of the out-of-plane wavy structure, for example, may extend across a width of the first active region substantially parallel with a width of the thermal ground plane.

Abstract: An OCT (Optical Coherence Tomography) handheld device is provided comprising: a housing configured for handheld OCT scanning during a surgical procedure, the housing comprising an OCT scanning end and a proximal end opposite the OCT scanning end; an OCT scanning device inside the housing, the OCT scanning device configured for one or more of OCT polarized scanning and Doppler OCT scanning from the OCT scanning end, the OCT scanning device further configured to receive and convey OCT light between the proximal end and an OCT analysing system; and a tip extending from the OCT scanning end, the tip being removably attached to the OCT scanning end, the tip configured to receive and collect the OCT light therethrough. The OCT handheld device is configured to be removably draped around the tip, for use in the surgical procedure.

Abstract: An OCT (Optical Coherence Tomography) handheld device is provided comprising: a housing configured for handheld OCT scanning during a surgical procedure, the housing comprising an OCT scanning end and a proximal end opposite the OCT scanning end; an OCT scanning device inside the housing, the OCT scanning device configured for one or more of OCT polarized scanning and Doppler OCT scanning from the OCT scanning end, the OCT scanning device further configured to receive and convey OCT light between the proximal end and an OCT analysing system; and a tip extending from the OCT scanning end, the tip being removably attached to the OCT scanning end, the tip configured to receive and collect the OCT light therethrough. The OCT handheld device is configured to be removably draped around the tip, for use in the surgical procedure.

Abstract: A system and method for characterizing tissue organization using polarization sensitive optical coherence (PSOCT) tomography is provided. A PSOCT device is controlled, by a computing device, to obtain PSOCT A-line scans across a sample. For each of the PSOCT A-line scans, the computing device determines a frequency characteristic of any banding present in a respective PSOCT A-line retardance scan. The computing device controls display device to render a map of the frequency characteristic.

Abstract: A system and method for characterizing tissue organization using polarization sensitive optical coherence (PSOCT) tomography is provided. A PSOCT device is controlled, by a computing device, to obtain PSOCT A-line scans across a sample. For each of the PSOCT A-line scans, the computing device determines a frequency characteristic of any banding present in a respective PSOCT A-line retardance scan. The computing device controls display device to render a map of the frequency characteristic.

Abstract: A medical oral treatment face mask includes a mask body and a band set. The mask body includes a water-repellent layer, an isolation layer and a water-absorbent layer. The isolation layer, which along with the water-repellent layer has a corresponding opening. The water-absorbent layer is arranged between the water-repellent layer and the isolation layer. The band set is fixed on two sides of the mask body.