Author

Manuel García‐Villalba

TU WienORCID 0000-0002-6953-2270Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioengineering· 4

Signature Assays, Organisms & Methods

Click to filter · or open tag

Assay:imaging· 4 Approach:deep learning· 2 Approach:experimental assay· 2 Organism:human· 2 Approach:statistical model· 2 Research Focus:clustering· 1 Research Focus:drug response / drug discovery· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

Alejandro GonzaloiD· 4 shared Juan C. del ÁlamoiD· 4 shared Óscar FloresiD· 4 shared Manuel Guerrero‐HurtadoiD· 3 shared Andrew M. KahniD· 2 shared Åshild TelleiD· 2 shared Christoph M. AugustiniD· 2 shared Eduardo DurániD· 2 shared

Activity by Year

2025-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 39 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

4 shared papersBioengineering

Alejandro GonzaloORCID

Mutual co-authors in cluster

Author profile →

4 papers

Recent·Most cited

Fibrosis burden and spatial pattern affect left atrial appendage stasis in multi-beat multi-physics simulations

Yvonne Stöcker, Christoph M. Augustin, Manuel Guerrero‐Hurtado, Óscar Flores, Alejandro Gonzalo, Åshild Telle, Patrick M. Boyle, NAZEM W. AKOUM, Juan C. del Álamo, Manuel García‐Villalba

This study investigates how fibrosis burden and spatial distribution affect left atrial appendage hemodynamics using multi-physics simulations.

bioRxiv · Oct 10, 2026 · PreprintBioengineering

Left atrial flow and thrombosis risk from 4D CT contrast dynamics by physics-informed neural network and indicator dilution theory

Bahetihazi Maidu, Alejandro Gonzalo, Manuel Guerrero‐Hurtado, Clarissa Bargellini, Pablo Martínez‐Legazpi, Javier Bermejo, Francisco J. Contijoch, Óscar Flores, Manuel García‐Villalba, Elliot R. McVeigh, Andrew M. Kahn, Juan C. del Álamo

This paper develops two methods to estimate left atrial blood residence time from 4D CT contrast data, showing that indicator dilution theory provides faster, more accurate results than a physics-informed neural network.

bioRxiv · Apr 3, 2026 · PreprintBioengineering

Effect of Wall Motion Sampling on CFD-Derived Left Atrial Flow Metrics

Yvonne Stöcker, Manuel Guerrero-Hurtado, Eduardo Durán, Alejandro Gonzalo, Zorica Ristić, Åshild Telle, Ahmad Kassar, Romanos Haykal, NAZEM W. AKOUM, Patrick M. Boyle, Óscar Flores, Christoph M. Augustin, Juan C. del Álamo, Manuel García‐Villalba

This study evaluates how different temporal resolutions affect CFD-derived left atrial flow metrics, finding that higher frame rates improve accuracy while lower rates preserve patient ranking.

bioRxiv · Oct 24, 2025 · PreprintBioengineering

Hemodynamics Affects Factor XI/XII Anticoagulation Efficacy in Patient-Specific Left Atrial Models

Manuel Guerrero‐Hurtado, Manuel García‐Villalba, Alejandro Gonzalo, Eduardo Durán, Pablo Martínez‐Legazpi, Pablo Ávila, Andrew M. Kahn, M. Y. Chen, Elliot R. McVeigh, Javier Bermejo, Juan C. del Álamo, Óscar Flores

This study simulates blood flow and coagulation in patient-specific left atrium models to assess how hemodynamics affect the efficacy of factor XI/XII inhibitors in preventing thrombosis.

Computer Methods and Programs in Biomedicine · Apr 21, 2025Peer-reviewedBioengineering