Conferences

19 October 2026, Online
Children Webinar | Leveraging High–Fidelity Data and Machine Learning in the ICU, 19 October 2026

MDPI is pleased to be hosting the Children webinar. This session will focus on the potential for using high–fidelity data in pediatric medicine, particularly in cardiac intensive care units (ICUs). Join experts in the field of pediatric cardiology as they discuss their experiences with the collection and integration of high–fidelity data in the hospital environment. High–fidelity data platforms can capture and store continuous waveform–level data to help with making decisions for more individualized care, especially in cases of congenital and acquired heart disease. This webinar will also highlight the process of incorporating this data and producing publishable results.

Date: 19 October 2026
Time: 7:00 p.m. (CEST)
Webinar ID: 838 2517 2201
Website: https://sciforum.net/event/CHILDREN–11/

Program:

Speaker/Presentation

Time (CEST)

Dr. Rohit Loomba

Introduction from the Chair

7:00–7:10 p.m.

Dr. Javier Lasa

Introduction to High–Fidelity Data and Integration in the ICU

7:10–7:30 p.m.

Dr. Michael Goldsmith

Uses of High–Fidelity Data and How to Integrate it in the ICU

7:30–7:50 p.m.

Dr. Wesam Sourour

High–Fidelity Data Collection and Preparation for Analysis

7:50–8:10 p.m.

Dr. Jordan Griffiths

Data Compilation and Statistical Methods

8:10–8:30 p.m.

Dr. Rohit Loomba

Clinical Interpretability and Model Validation in the ICU

8:30–8:50 p.m.

Dr. Saul Flores (Moderator)

Q&A Session

8:50–9:20 p.m.

Dr. Rohit Loomba 

Closing of Webinar

9:20–9:30 p.m.

After registering, you will receive a confirmation email containing information on how to join the webinar. Registrations with academic institutional email addresses will be prioritized.

If you cannot attend, please register anyway, and we will let you know when the recording is available to watch.

Webinar Chair and Keynote Speakers:

  • Dr. Javier Lasa, Southwestern Medical Center, USA;
  • Dr. Michael Goldsmith, University of Pennsylvania Perelman School of Medicine, USA;
  • Dr. Wesam Sourour, Northwestern University Feinberg School of Medicine, USA;
  • Dr. Jordan Griffiths, Lurie Children’s Hospital, USA;
  • Dr. Rohit Loomba, Division of Pediatric Cardiology, Lurie Children’s Hospital, USA.

Relevant Special Issue:

“Leveraging High Fidelity Data and Machine Learning in the ICU”
Guest Editor: Dr. Rohit Loomba
Deadline for Manuscript Submissions: 10 April 2027

For more information about this webinar, please visit the following website: https://sciforum.net/event/CHILDREN–11/.

If you have any questions about this event, please contact journal.webinar@mdpi.com.

Children journal Webinar Secretariat

https://sciforum.net/event/CHILDREN-11/

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