Aortic Dissection is Determined by Specific Shape and Hemodynamic Interactions

Autor: Jessica G. Williams, David Marlevi, Jan L. Bruse, Farhad R. Nezami, Hamed Moradi, Ronald N. Fortunato, Spandan Maiti, Marie Billaud, Elazer R. Edelman, Thomas G. Gleason

Publikováno v: Annals of Biomedical Engineering, 50(12), 1771-1786. Springer

The aim of this study was to determine whether specific three-dimensional aortic shape features, extracted via statistical shape analysis (SSA), correlate with the development of thoracic ascending aortic dissection (TAAD) risk and associated aortic

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ef69e85d9c2e80a711e25870bfd3fb70
https://doi.org/10.1007/s10439-022-02979-0

Attacking bitcoin anonymity: generative adversarial networks for improving bitcoin entity classification

Autor: Francesco Zola, Lander Segurola-Gil, Jan L. Bruse, Mikel Galar, Raul Orduna-Urrutia

Publikováno v: Academica-e
ORCID
Recolector de Ciencia Abierta, RECOLECTA
Academica-e. Repositorio Institucional de la Universidad Pública de Navarra
instname

Classification of Bitcoin entities is an important task to help Law Enforcement Agencies reduce anonymity in the Bitcoin blockchain network and to detect classes more tied to illegal activities. However, this task is strongly conditioned by a severe

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3409caf319b942884f2477760218dea2
https://hdl.handle.net/2454/43965

Feasibility of a longitudinal statistical atlas model to study aortic growth in congenital heart disease

Autor: Froso Sophocleous, Alexandre Bône, Andrew I.U. Shearn, Mari Nieves Velasco Forte, Jan L. Bruse, Massimo Caputo, Giovanni Biglino

Publikováno v: Sophocleous, F, Bone, A, Shearn, A I U, Velasco Forte, M N, Bruse, J L, Caputo, M & Biglino, G 2022, ' Feasibility of a longitudinal statistical atlas model to study aortic growth in congenital heart disease ', Computers in Biology and Medicine, vol. 144, no. 105326, 105326 . https://doi.org/10.1016/j.compbiomed.2022.105326

Background Studying anatomical shape progression over time is of utmost importance to refine our understanding of clinically relevant processes. These include vascular remodelling, such as aortic dilation, which is particularly important in some cong

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a8139a72abda6c1111b78d65c5e66dc9
https://pubmed.ncbi.nlm.nih.gov/35245697

ArchABM: an agent-based simulator of human interaction with the built environment. $CO_2$ and viral load analysis for indoor air quality

Autor: Iñigo Martinez, Jan L. Bruse, Igor G. Olaizola, Elisabeth Viles, Ane M. Florez-Tapia

Publikováno v: Building and Environment

Recent evidence suggests that SARS-CoV-2, which is the virus causing a global pandemic in 2020, is predominantly transmitted via airborne aerosols in indoor environments. This calls for novel strategies when assessing and controlling a building's ind

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::94ef7fe38a6529280379482f70c8a1d2

Generative Adversarial Networks for Bitcoin Data Augmentation

Autor: Jan L. Bruse, Raul Orduna Urrutia, Xabier Etxeberria Barrio, Mikel Galar, Francesco Zola

Publikováno v: Academica-e. Repositorio Institucional de la Universidad Pública de Navarra
instname
BRAINS

In Bitcoin entity classification, results are strongly conditioned by the ground-truth dataset, especially when applying supervised machine learning approaches. However, these ground-truth datasets are frequently affected by significant class imbalan

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5dab81382abacd3401f46a3b57d19642