Computer Vision-Based Gait Recognition on the Edge: A Survey on Feature Representations, Models, and Architectures.

Computer vision-based gait recognition (CVGR) is a technology that has gained considerable attention in recent years due to its non-invasive, unobtrusive, and difficult-to-conceal nature. Beyond its applications in biometrics, CVGR holds significant potential for healthcare and human-computer interaction. Current CVGR systems often transmit collected data to a cloud server for machine learning-based gait pattern recognition.

Correlation Between Medical School Performance and Receiving Awards in General Surgery Residency.

Importance: It is uncertain whether current measures of achievement during medical school predict exceptional performance during surgical residency. One surrogate of excellence during residency may be awards, especially those given for teaching and annual overall accomplishment.

Objective: Determine whether markers of superior performance during medical school documented in the Electronic Residency Application Service (ERAS) application and student record correlated with receiving awards during residency.

Death in the taste bud: engulfment of dying taste receptor cells by glial-like Type I cells.

Taste buds comprise 50-100 epithelial derived cells, including glial-like cells (Type I) and two types of receptor cells (Types II and III). All of these taste cells are renewed throughout the life of an organism from a pool of uncommitted basal cells. Immature cells enter the bud at its base, maturing into one of the three mature cell types.

Vaccine priming of rare HIV broadly neutralizing antibody precursors in nonhuman primates.

Germline-targeting immunogens hold promise for initiating the induction of broadly neutralizing antibodies (bnAbs) to HIV and other pathogens. However, antibody-antigen recognition is typically dominated by heavy chain complementarity determining region 3 (HCDR3) interactions, and vaccine priming of HCDR3-dominant bnAbs by germline-targeting immunogens has not been demonstrated in humans or outbred animals. In this work, immunization with N332-GT5, an HIV envelope trimer designed to target precursors of the HCDR3-dominant bnAb BG18, primed bnAb-precursor B cells in eight of eight rhesus macaques to substantial frequencies and with diverse lineages in germinal center and memory B cells.