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 | 260* | 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 | 165* | 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 | 148 | 2017 |
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 | 109 | 2021 |
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 | 107 | 2018 |
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 | 71 | 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 | 70 | 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 | 49 | 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 | 47* | 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 | 42 | 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 | 42* | 2021 |
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 | 35 | 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 | 35 | 2018 |
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 | 30 | 2022 |
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 | 28 | 2022 |
Focus! Rating XAI Methods and Finding Biases A Arias-Duart, F Parés, D Garcia-Gasulla Proceedings of the IEEE WCCI 2022., 2021 | 28* | 2021 |
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 | 26 | 2023 |
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 | 26 | 2022 |
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 | 26 | 2015 |
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 | 25* | 2017 |