Dario Garcia-Gasulla

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Ulises CortesProfessor of Artificial Intelligence, Universitat Politècnica de CatalunyaVerified email at cs.upc.edu
Sergio Alvarez-NapagaoBarcelona Supercomputing CenterVerified email at bsc.es
Eduard AyguadeUniversitat Politecnica de Catalunya (UPC) and Barcelona Supercomputing Center (BSC)Verified email at ac.upc.edu
Jesus LabartaProfessor Computer Architecture, Technical University of Catalonia (UPC) and Barcelona Supercomputing Center (BSC)Verified email at bsc.es
Toyo (Toyotaro) SuzumuraProfessor, The University of Tokyo (prev. IBM T.J. Watson Research Center/MIT-IBM Watson AI Lab)Verified email at acm.org
Ferran Parés PontBarcelona Supercomputing CenterVerified email at bsc.es
Armand VilaltaBarcelona Supercomputing Center (BSC)Verified email at bsc.es
Raquel Pérez-ArnalBarcelona Supercomputing CenterVerified email at bsc.es
Ignasi Gómez-SebastiàPHD in Artificial Intelligence, Universitat Politècnica de CatalunyaVerified email at lsi.upc.edu
Javier Vazquez-SalcedaAssociate Professor, Universitat Politecnica de CatalunyaVerified email at cs.upc.edu
Luis Javier Oliva FelipePhD student in AI, Technical University of Catalonia (UPC)Verified email at cs.upc.edu
Javier BejarProfessor of Artificial Intelligence, Universitat Politècnica de CatalunyaVerified email at cs.upc.edu
E.Ulises Moya SánchezGobierno del Estado de JaliscoVerified email at jalisco.gob.mx
Hiroki KanezashiTokyo Institute of TechnologyVerified email at m.titech.ac.jp
Ferran BarbeHospital Arnau de Vilanova de Lleida. Catalonia. CIBERes ISCIII Madrid.Verified email at gencat.cat
Ricard FerrerIntensive Care Department. Hospital Universitari Vall d’Hebron.Verified email at vallhebron.cat
Arturo Tejeda-GómezBarcelonaTech Phd StudentVerified email at lsi.upc.edu
Juan Carlos NievesDepartment of Computing Science, Umeå University, SwedenVerified email at cs.umu.se
Jesus F Bermejo-Martin, 0000-0002-7...Instituto de Investigación Biomédica de Salamanca, https://ror.org/03em6xj44Verified email at saludcastillayleon.es
Miguel Ángel ZapataRetina consultant Vall Hebron Hospital / Medical director UpretinaVerified email at upretina.com

Dario Garcia-Gasulla

Senior Researcher at BSC, Barcelona Supercomputing Center. Lecturer at UPC - BarcelonaTECH

Verified email at bsc.es - Homepage

Artificial Intelligence Graph Mining Knowledge Representation Deep Learning


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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	168	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	105	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	94	2018
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	72	2021
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	69	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	55	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	50	2020
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	32	2018
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	30	2020
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	28*	2021
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	23*	2015
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	22	2022
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	21*	2017
Evaluating Link Prediction on Large Graphs D Garcia-Gasulla, U Cortés, E Ayguadé, J Labarta 18th International Conference of the Catalan Association for Artificial …, 2015	20*	2015
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), 1-13, 2021	16	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	15	2022
Bronchial aspirate-based profiling identifies microRNA signatures associated with COVID-19 and fatal disease in critically ill patients M Molinero, ID Benítez, J González, C Gort-Paniello, A Moncusí-Moix, ... Frontiers in medicine 8, 3093, 2022	14	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	13	2022
ICU-acquired pneumonia is associated with poor health post-COVID-19 syndrome I Martin-Loeches, A Motos, R Menéndez, A Gabarrús, J González, ... Journal of clinical medicine 11 (1), 224, 2021	13	2021
Adaptive and Approximate Incremental Graph Pattern Matching with Reinforcement Learning H Kanezashi, T Suzumura, D Garcia-Gasulla, S Matsuoka 25TH IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING, DATA, AND …, 2018	13*	2018

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