Introduction: Elon Danziger - Global Strategies / NoviGuide (2)

8 July, 2026

[Re: https://www.hifa.org/dgroups-rss/introduction-elon-danziger-global-strat... ]

Dear Elon,

Thank you for introducing NoviGuide. I would be interested to know how the platform’s algorithm handles complex maternal and gestational temporal hypermorbidity.

In particular, how does the decision-support logic incorporate the evolving interaction of multiple maternal conditions, gestational age, antenatal exposures and events, delivery complications, and the neonate’s changing clinical presentation over time? Does NoviGuide model these as a longitudinal and temporally interacting clinical history, or are recommendations primarily generated from the infant’s current danger signs and assessment data?

I would be particularly interested in how the system manages situations in which several individually modest maternal, gestational, and neonatal risk factors interact to produce a substantially different clinical trajectory from that suggested by any single guideline pathway.

Best wishes,

David

CHIFA profile: David Cawthorpe is Adjunct Professor, Cumming School of Medicine, Department of Community Health Sciences; Adjunct Professor, Cumming School of Medicine, Department of Psychiatry | Child and Adolescent Psychiatry; and Child Health & Wellness Researcher, Alberta Children's Hospital Research Institute, Canada. https://profiles.ucalgary.ca/david-cawthorpe cawthord AT ucalgary.ca

Author: 
David Cawthorpe, Canada