Dario Garcia-Gasulla
Dario Garcia-Gasulla
Senior Researcher at BSC, Barcelona Supercomputing Center. Lecturer at UPC - BarcelonaTECH
Verified email at - Homepage
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Pulmonary function and radiologic features in survivors of critical COVID-19: a 3-month prospective cohort
J González, ID Benítez, P Carmona, S Santisteve, A Monge, ...
Chest 160 (1), 187-198, 2021
DOME: Recommendations for supervised machine learning validation in biology
I Walsh, D Fishman, D Garcia-Gasulla, T Titma, G Pollastri, J Harrow, ...
Nature Methods, 1-6, 2021
Fluid Communities: A Competitive, Scalable and Diverse Community Detection Algorithm
F Parés, D Garcia-Gasulla, A Vilalta, J Moreno, E Ayguadé, J Labarta, ...
International Workshop on Complex Networks and their Applications, 229-240, 2017
On the Behavior of Convolutional Nets for Feature Extraction
D Garcia-Gasulla, F Parés, A Vilalta, J Moreno, E Ayguadé, J Labarta, ...
Journal of Artificial Intelligence Research 61, 563-592, 2018
Circulating microRNA profiles predict the severity of COVID-19 in hospitalized patients
D de Gonzalo-Calvo, ID Benítez, L Pinilla, A Carratalá, A Moncusí-Moix, ...
Translational Research 236, 147-159, 2021
What are We Depressed about When We Talk about COVID19: Mental Health Analysis on Tweets Using Natural Language Processing
I Li, Y Li, T Li, S Alvarez-Napagao, D Garcia
Fortieth SGAI International Conference on Artificial Intelligence 2020, 2020
Artificial intelligence to identify retinal fundus images, quality validation, laterality evaluation, macular degeneration, and suspected glaucoma
MA Zapata, D Royo-Fibla, O Font, JI Vela, I Marcantonio, ...
Clinical Ophthalmology, 419-429, 2020
Impact of time to intubation on mortality and pulmonary sequelae in critically ill patients with COVID-19: a prospective cohort study
J González, ID Benítez, D de Gonzalo-Calvo, G Torres, J de Batlle, ...
Critical Care 26 (1), 1-11, 2022
The impact of COVID-19 on flight networks
T Suzumura, H Kanezashi, M Dholakia, E Ishii, SA Napagao, ...
2020 IEEE International Conference on Big Data (Big Data), 2443-2452, 2020
Automated image analysis for single-atom detection in catalytic materials by transmission electron microscopy
S Mitchell, F Parés, D Faust Akl, SM Collins, DM Kepaptsoglou, ...
Journal of the American Chemical Society 144 (18), 8018-8029, 2022
Comparative Analysis of Geolocation Information through Mobile-Devices under Different COVID-19 Mobility Restriction Patterns in Spain
R Pérez-Arnal, D Conesa, S Alvarez-Napagao, T Suzumura, M Català, ...
ISPRS International Journal of Geo-Information 10 (2), 73, 2021
An out-of-the-box full-network embedding for convolutional neural networks
D Garcia-Gasulla, A Vilalta, F Parés, E Ayguadé, J Labarta, U Cortés, ...
2018 IEEE International Conference on Big Knowledge (ICBK), 168-175, 2018
The evolution of the ventilatory ratio is a prognostic factor in mechanically ventilated COVID-19 ARDS patients
A Torres, A Motos, J Riera, L Fernández-Barat, A Ceccato, R Pérez-Arnal, ...
Critical care 25, 1-13, 2021
Higher frequency of comorbidities in fully vaccinated patients admitted to the ICU due to severe COVID-19: a prospective, multicentre, observational study
A Motos, A López-Gavín, J Riera, A Ceccato, L Fernández-Barat, ...
European Respiratory Journal 59 (2), 2022
One year overview and follow-up in a post-COVID consultation of critically ill patients
J González, M Zuil, ID Benítez, D de Gonzalo-Calvo, M Aguilar, ...
Frontiers in medicine 9, 897990, 2022
Major candidate variables to guide personalised treatment with steroids in critically ill patients with COVID-19: CIBERESUCICOVID STUDY
A Torres, A Motos, C Cillóniz, A Ceccato, L Fernández-Barat, A Gabarrús, ...
Intensive care medicine 48 (7), 850-864, 2022
Discovery of spatio-temporal patterns from location-based social networks
J Béjar Alonso, S Álvarez Napagao, D Garcia-Gasulla, I Gómez Sebastià, ...
Journal of experimental and theoretical artificial intelligence 28 (1-2 …, 2015
Effects of intubation timing in patients with COVID-19 throughout the four waves of the pandemic: a matched analysis
J Riera, E Barbeta, A Tormos, R Mellado-Artigas, A Ceccato, A Motos, ...
European Respiratory Journal 61 (3), 2023
Focus! Rating XAI Methods and Finding Biases
A Arias-Duart, F Parés, D Garcia-Gasulla
Proceedings of the IEEE WCCI 2022., 2021
A Visual Embedding for the Unsupervised Extraction of Abstract Semantics
D Garcia-Gasulla, J Béjar, U Cortés, E Ayguadé, J Labarta
Cognitive Systems Research 42, 73-81, 2017
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