Zobrazeno 1 - 10
of 759
pro vyhledávání: '"Douwes, P."'
Despite multivariate spatio-temporal counts often containing many zeroes, zero-inflated multinomial models for space-time data have not been considered. We are interested in comparing the transmission dynamics of several co-circulating infectious dis
Externí odkaz:
http://arxiv.org/abs/2410.16617
Autor:
Douwes, Constance, Serizel, Romain
Deep learning systems have become increasingly energy- and computation-intensive, raising concerns about their environmental impact. As organizers of the Detection and Classification of Acoustic Scenes and Events (DCASE) challenge, we recognize the i
Externí odkaz:
http://arxiv.org/abs/2409.08763
Autor:
Douwes, Constance, Serizel, Romain
The increasing use of machine learning (ML) models in signal processing has raised concerns about their environmental impact, particularly during resource-intensive training phases. In this study, we present a novel methodology for normalizing energy
Externí odkaz:
http://arxiv.org/abs/2409.05602
Autor:
Douwes, Constance, Serizel, Romain
The massive use of machine learning models, particularly neural networks, has raised serious concerns about their environmental impact. Indeed, over the last few years we have seen an explosion in the computing costs associated with training and depl
Externí odkaz:
http://arxiv.org/abs/2409.05080
Autor:
Cornell, Samuele, Ebbers, Janek, Douwes, Constance, Martín-Morató, Irene, Harju, Manu, Mesaros, Annamaria, Serizel, Romain
The Detection and Classification of Acoustic Scenes and Events Challenge Task 4 aims to advance sound event detection (SED) systems in domestic environments by leveraging training data with different supervision uncertainty. Participants are challeng
Externí odkaz:
http://arxiv.org/abs/2406.08056
In epidemiological studies, zero-inflated and hurdle models are commonly used to handle excess zeros in reported infectious disease cases. However, they can not model the persistence (from presence to presence) and reemergence (from absence to presen
Externí odkaz:
http://arxiv.org/abs/2309.04594
Recurrent COVID-19 outbreaks have placed immense strain on the hospital system in Quebec. We develop a Bayesian three-state coupled Markov switching model to analyze COVID-19 outbreaks across Quebec based on admissions in the 30 largest hospitals. Wi
Externí odkaz:
http://arxiv.org/abs/2302.02488
Deterioration in Renal Function in Patients With a Fontan Circulation and Association With Mortality
Autor:
Gaston van Hassel, MD, Dion Groothof, BSc, Johannes M. Douwes, MD, PhD, Elke S. Hoendermis, MD, PhD, Eryn T. Liem, MD, PhD, Tineke P. Willems, MD, PhD, Tjark Ebels, MD, PhD, Adriaan A. Voors, MD, PhD, Stephan J.L. Bakker, MD, PhD, Rolf M.F. Berger, MD, PhD, Joost P. van Melle, MD, PhD
Publikováno v:
JACC: Advances, Vol 3, Iss 12, Pp 101399- (2024)
Background: Renal dysfunction is a well-established risk factor in cardiovascular disease, but little is known about the prevalence and factors associated with deterioration in renal function in patients with a Fontan circulation. Objectives: The pur
Externí odkaz:
https://doaj.org/article/70680593cc1b4d49951d3cf69bf3f1d2
Autor:
Ilari Rautalin, Rita V. Krishnamurthi, Craig S. Anderson, P. Alan Barber, Suzanne Barker-Collo, Derrick Bennett, Ronald Boet, Jason A. Correia, Jeroen Douwes, Andrew Law, Balakrishnan Nair, Amanda G. Thrift, Braden Te Ao, Bronwyn Tunnage, Anna Ranta, Valery Feigin
Publikováno v:
The Lancet Regional Health. Western Pacific, Vol 52, Iss , Pp 101199- (2024)
Summary: Background: Although the incidence and case-fatality of subarachnoid haemorrhage (SAH) vary within countries, few countries have reported nationwide rates, especially for multi-ethnic populations. We assessed the nationwide incidence and cas
Externí odkaz:
https://doaj.org/article/679a927ed19d4dc9889d5e86c07f5b6d
Autor:
Laís Picinini Freitas, Dirk Douwes-Schultz, Alexandra M. Schmidt, Brayan Ávila Monsalve, Jorge Emilio Salazar Flórez, César García-Balaguera, Berta N. Restrepo, Gloria I. Jaramillo-Ramirez, Mabel Carabali, Kate Zinszer
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-13 (2024)
Abstract Zika, a viral disease transmitted to humans by Aedes mosquitoes, emerged in the Americas in 2015, causing large-scale epidemics. Colombia alone reported over 72,000 Zika cases between 2015 and 2016. Using national surveillance data from 1121
Externí odkaz:
https://doaj.org/article/1fee6fb3ee9b4df59772ae20af8220c7