The Incubator: Rupa's Fellows Friday

#018 - Predicting hemodynamic significance of the PDA using multi-modal physiological data

26 min · Gestern
Episode #018 - Predicting hemodynamic significance of the PDA using multi-modal physiological data Cover

Beschreibung

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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Alle Folgen

18 Folgen

Episode #018 - Predicting hemodynamic significance of the PDA using multi-modal physiological data Cover

#018 - Predicting hemodynamic significance of the PDA using multi-modal physiological data

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!

Gestern26 min
Episode #017 - Exploring the impact of dexamethasone on the PDA and cardiovascular function Cover

#017 - Exploring the impact of dexamethasone on the PDA and cardiovascular function

What does dexamethasone actually do to the preterm heart over time? In this episode of Rupa's Fellows Friday, Srirupa sits down with Phoenix Plessas-Azurduy, doctoral candidate at McGill University and researcher at the NeoCardioLab under Dr. Gabriel Altit. Phoenix shares her work on NORDIC-SPEC, a prospective longitudinal study using serial echocardiography to characterize the cardiovascular effects of dexamethasone in preterm infants. Her preliminary findings show a progressive reduction in PDA size and increasing ductal closure rates over time within a conservative management context. The conversation also covers mentorship, the value of cold emails, and what it looks like to build a research career from the ground up. 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!

29. Mai 202626 min
Episode #016 - Racial variations in Near-infrared Spectroscopy: A conversation with Dr. Callie Marshall Cover

#016 - Racial variations in Near-infrared Spectroscopy: A conversation with Dr. Callie Marshall

In this episode, Dr. Callie Marshall, a third-year neonatology fellow at Washington University, shares her journey through medical school and fellowship, highlighting her research on racial variations in neonatal care. She discusses her mentorship experience, emphasizing the importance of finding a mentor who aligns with one's interests and values. Dr. Marshall elaborates on her research project that investigates the accuracy of near-infrared spectroscopy (NIRS) in assessing oxygen levels in black infants, revealing significant findings that contribute to the understanding of health disparities in neonatal care. 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!

24. Apr. 202624 min
Episode #015 - Use of abdominal NIRS for NEC Cover

#015 - Use of abdominal NIRS for NEC

In this conversation, Dr. Samer Bou Karroum emphasizes the significance of early planning and preparation in shaping one's career and future. He discusses how contemplating future paths can provide clarity and direction, even if the future remains uncertain. The insights shared highlight the importance of laying a solid foundation to build upon for future success. 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!

29. März 202630 min
Episode #014 - The NICU Superpower-transforming NICU care with POCUS Cover

#014 - The NICU Superpower-transforming NICU care with POCUS

In this episode, Dr. Meghan Rowe discusses her journey as a POCUS fellow at the University of Washington and Seattle Children's Hospital. She shares her experiences with a quality improvement project aimed at improving surfactant administration for neonates with respiratory distress syndrome. The conversation covers the importance of mentorship, the challenges of implementing new practices, and the perspectives of nursing staff and parents. Dr. Rowe emphasizes the significance of training and collaboration in enhancing neonatal care through point-of-care ultrasound. 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!

25. Feb. 202628 min