An AI recognition method for children's clinical operative pain by skin potential (SP) signal.

Objective And Rationale: Children's clinical pain phenotypes are complex, and there is a lack of objective biological diagnostic markers and cognitive patterns. Detecting physiological signals through wearable devices simplifies disease diagnosis and holds the potential for remote medical applications.

Method And Results: This research established a pain recognition model based on AI skin potential (SP) signal analysis.

Clinical Outcomes and Virulence Factors of Shiga Toxin-Producing (STEC) from Southern Alberta, Canada, from 2020 to 2022.

Shiga toxin-producing (STEC) can cause severe clinical disease in humans, particularly in young children. Recent advances have led to greater availability of sequencing technologies. We sought to use whole genome sequencing data to identify the presence or absence of known virulence factors in all clinical isolates submitted to our laboratory from Southern Alberta dated 2020-2022 and correlate these virulence factors with clinical outcomes obtained through chart review.

Everything but the kitchen sink: The use of multiple hypothesis generation methods to investigate an outbreak of Enteritidis associated with frozen profiteroles and eclairs.

In December 2018, an outbreak of Enteritidis infections was identified in Canada by whole-genome sequencing (WGS). An investigation was initiated to identify the source of the illnesses, which proved challenging and complex. Microbiological hypothesis generation methods included comparisons of isolate sequence data to historical domestic outbreaks and international repositories.

A multi-provincial outbreak of Newport infections associated with red onions: A report of the largest outbreak in Canada in over 20 years.

An investigation into an outbreak of Newport infections in Canada was initiated in July 2020. Cases were identified across several provinces through whole-genome sequencing (WGS). Exposure data were gathered through case interviews.