Zobrazeno 1 - 10
of 1 926
pro vyhledávání: '"Maria, Rodriguez"'
The transition from monolithic architecture to microservices has enhanced flexibility in application design and its scalable execution. This approach often involves using a computing cluster managed by a container orchestration platform, which suppor
Externí odkaz:
http://arxiv.org/abs/2411.05323
Effective adaptation to distribution shifts in training data is pivotal for sustaining robustness in neural networks, especially when removing specific biases or outdated information, a process known as machine unlearning. Traditional approaches typi
Externí odkaz:
http://arxiv.org/abs/2405.14020
During times of crisis, social media platforms play a crucial role in facilitating communication and coordinating resources. In the midst of chaos and uncertainty, communities often rely on these platforms to share urgent pleas for help, extend suppo
Externí odkaz:
http://arxiv.org/abs/2405.11897
Tasks such as semantic search and clustering on crisis-related social media texts enhance our comprehension of crisis discourse, aiding decision-making and targeted interventions. Pre-trained language models have advanced performance in crisis inform
Externí odkaz:
http://arxiv.org/abs/2403.16614
Publikováno v:
ImmunoInformatics, 2024
Recent advancements in immune sequencing and experimental techniques are generating extensive T cell receptor (TCR) repertoire data, enabling the development of models to predict TCR binding specificity. Despite the computational challenges due to th
Externí odkaz:
http://arxiv.org/abs/2312.16594
Autor:
Corral, José María Rodríguez, Civit-Masot, Javier, Luna-Perejón, Francisco, Díaz-Cano, Ignacio, Morgado-Estévez, Arturo, Domínguez-Morales, Manuel
Publikováno v:
Engineering Applications of Artificial Intelligence, Volume 127, Part B, January (2024)
In this work, we evaluate the energy usage of fully embedded medical diagnosis aids based on both segmentation and classification of medical images implemented on Edge TPU and embedded GPU processors. We use glaucoma diagnosis based on color fundus i
Externí odkaz:
http://arxiv.org/abs/2311.12876
Protein interactions and assembly formation are fundamental to most biological processes. Predicting the assembly structure from constituent proteins -- referred to as the protein docking task -- is thus a crucial step in protein design applications.
Externí odkaz:
http://arxiv.org/abs/2310.06177
Autor:
Camila Salazar-Ardiles, Carlos Cornejo, Cristobal Paz, Manuel Vasquez-Muñoz, Alexis Arce-Alvarez, Maria Rodriguez-Fernandez, Gregoire P. Millet, Mikel Izquierdo, David C. Andrade
Publikováno v:
Biological Research, Vol 57, Iss 1, Pp 1-11 (2024)
Abstract Background Outstanding exercise performance has been associated with an exacerbated vagal outflow. Nevertheless, during high-altitude hypobaric-hypoxia (HH), there is a baroreflex-dependent parasympathetic withdrawal and exercise performance
Externí odkaz:
https://doaj.org/article/cb9f30efeca6405b8c6dfd8031c8c820
Autor:
Alena Kroupova, Valentina A. Spiteri, Zoe J. Rutter, Hirotake Furihata, Darren Darren, Sarath Ramachandran, Sohini Chakraborti, Kevin Haubrich, Julie Pethe, Denzel Gonzales, Andre J. Wijaya, Maria Rodriguez-Rios, Manon Sturbaut, Dylan M. Lynch, William Farnaby, Mark A. Nakasone, David Zollman, Alessio Ciulli
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-14 (2024)
Abstract The ubiquitin E3 ligase cereblon (CRBN) is the target of therapeutic drugs thalidomide and lenalidomide and is recruited by most targeted protein degraders (PROTACs and molecular glues) in clinical development. Biophysical and structural inv
Externí odkaz:
https://doaj.org/article/70479f877d614c148e6f8203f19d4b2d
Publikováno v:
Knowledge-Based Systems, 111916 (2024)
Social media platforms play an essential role in crisis communication, but analyzing crisis-related social media texts is challenging due to their informal nature. Transformer-based pre-trained models like BERT and RoBERTa have shown success in vario
Externí odkaz:
http://arxiv.org/abs/2309.05494