The Incubator: Rupa's Fellows Friday
In this episode of Fellows Friday, Rupa welcomes Giulia Lima, a third-year neonatal perinatal medicine fellow at Harvard and incoming Assistant Professor at the University of Miami. Giulia walks us through her fellowship research journey, from a large epidemiological study of premature infants with congenital heart disease through the Children's Hospital Neonatal Consortium, to her Marshall Klaus Award-winning work on optimal surgical timing. The centerpiece of the conversation is her machine learning model designed to predict hemodynamically significant PDA using continuous physiological data, including heart rate variability and diastolic blood pressure trends, without relying on echocardiography. Giulia also reflects on the power of mentorship and her vision for integrating artificial intelligence into real-time clinical decision-making in the NICU. Support the show [https://www.buzzsprout.com/1739595/support] As always, feel free to send us questions, comments, or suggestions to our email: nicupodcast@gmail.com. You can also contact the show through Instagram or Twitter, @nicupodcast. Or contact Ben and Daphna directly via their Twitter profiles: @drnicu and @doctordaphnamd. The papers discussed in today's episode are listed and timestamped on the webpage linked below. Enjoy!
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