In-silico Estimation of Individual Lung Pulmonary Vascular Resistance in Children with Glenn Physiology: A Two-Center Study

Motivation: Individual lung pulmonary vascular resistance (PVR) estimates are needed to implement virtual Fontan surgical optimization, which aims to improve hepatic flow distribution to the lungs for children with a single functional ventricle. Goal(s): Compare PVR estimates across two centers using cardiac magnetic resonance (CMR) and catheterization (CATH) data. Approach: Utilize computational fluid dynamics (CFD) simulations to estimate the PVR of the left and right lungs from CMR and CATH data. Results: PVR estimates using the CFD pipeline strongly correlate to the clinical PVRs, with R2 > 0.95 and mean flow and pressure errors < 10% for both centers. Impact: Accurate PVR estimation can be performed on datasets from independent centers, which could allow for future virtual Fontan surgical planning to be adopted more broadly.

Authors

Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2025-09-16
DOI
https://doi.org/10.58530/2025/5277
Primary Topic
Pulmonary Hypertension Research and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

In-silico Estimation of Individual Lung Pulmonary Vascular Resistance in Children with Glenn Physiology: A Two-Center Study

Sebastian Laudenschlager, Jennifer Romanowicz, Yue-Hin Loke, Vitaly O. Kheyfets et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Pulmonary Hypertension Research and Treatments
article

In-silico Estimation of Individual Lung Pulmonary Vascular Resistance in Children with Glenn Physiology: A Two-Center Study

Sebastian Laudenschlager, Jennifer Romanowicz, Yue-Hin Loke, Vitaly O. Kheyfets, Christopher E. Mascio, Benjamin S. Frank, Dhaval Chauhan, Mehdi H. Moghari, Nita Ray Chaudhuri, Jai Udassi
article en

Abstract

Motivation: Individual lung pulmonary vascular resistance (PVR) estimates are needed to implement virtual Fontan surgical optimization, which aims to improve hepatic flow distribution to the lungs for children with a single functional ventricle. Goal(s): Compare PVR estimates across two centers using cardiac magnetic resonance (CMR) and catheterization (CATH) data. Approach: Utilize computational fluid dynamics (CFD) simulations to estimate the PVR of the left and right lungs from CMR and CATH data. Results: PVR estimates using the CFD pipeline strongly correlate to the clinical PVRs, with R2 > 0.95 and mean flow and pressure errors < 10% for both centers. Impact: Accurate PVR estimation can be performed on datasets from independent centers, which could allow for future virtual Fontan surgical planning to be adopted more broadly.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Openalex Percentile: Top 64%
Pulmonary Hypertension Research and Treatments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.