Hepatitis B-CpG Vaccine Series for Healthcare Workers Who Are Hepatitis B Vaccine Nonresponders.

This prospective study enrolled healthcare workers (HCWs) who were nonresponders following at least 5 doses of aluminum-adjuvanted hepatitis B vaccine who received the 2-dose Heplisav-B (HepB-CpG) (Dynavax Technologies Corporation, Emeryville, CA) series. After 2 doses of HepB-CpG, 43/47 (91%) participants, and with 1 dose, 41/49 (84%) responded. HepB-CpG could be the preferred vaccine in HCW nonresponders.

Intraoperative discovery of melanosis coli during emergent bowel resection for perforation.

A patient was taken to the operating room with a presumptive diagnosis of necrotic small bowel and colon. During the procedure, it was noted that she had black mucosa throughout the colon. Several factors suggested viable colonic tissue, and the decision was made to not resect the colon as originally planned.

An approachable, flexible and practical machine learning workshop for biologists.

Summary: The increasing prevalence and importance of machine learning in biological research have created a need for machine learning training resources tailored towards biological researchers. However, existing resources are often inaccessible, infeasible or inappropriate for biologists because they require significant computational and mathematical knowledge, demand an unrealistic time-investment or teach skills primarily for computational researchers. We created the Machine Learning for Biologists (ML4Bio) workshop, a short, intensive workshop that empowers biological researchers to comprehend machine learning applications and pursue machine learning collaborations in their own research.