Machine Learning and Data Science Lab @ University of Barcelona
The Machine Learning and DataScience Lab (MLDS) is a team of students, researchers and professors from the University of Barcelona that studies and develops algorithms in the area of datascience, machine learning and computer vision.
News
๐ We're excited to announce the 5th DataScience MasterClass!
This time, we’re excited to welcome Álvaro Franquet Bonet and Josep Gomez Alvarez for an insightful session on Generative AI in Healthcare. ๐ค๐ฅ
๐งฌ Title: Generative AI in Healthcare: RAG implementation with Ollama and LlamaIndex
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When? Wednesday, March 12, 2025
We'll explore how local AI models tackle 30,000+ medical documents using RAG, Ollama & LlamaIndex, improving decision-making in healthcare.
๐ก Very happy to renew the TECNIO seal from ACCIÓ - Government of Catalonia. Another boost to continue developing cutting-edge technology and bringing innovation to companies. ๐
We're thrilled to announce the 4th Data Science MasterClass of the course! ๐ This time, we're excited to welcome Laia Domingo, PhD, a former student from our Master's in Fundamental Principles of Data Science and now Chief Science Officer at Ingenii. ๐"
Congratulations to Pere Gilabert on the successful defence of his #PhD thesis. Well done! ๐๐๐
New course in Data Science and Artificial Intelligence at the University of Barcelona
+ Info: datascience.ub.edu
Dr. Jordi Vitrià leads the new Catedra UB on Artificial Intelligence and Media. The UB Chair in Artificial Intelligence and Media is established with the aim of exploring and analyzing the impact of artificial intelligence technologies on the creation, distribution, and consumption of content in public broadcasting.
Congratulations to Pablo Laiz on the successful defence of his #PhD thesis. Well done! ๐๐๐
There is a new doctor in the room! Congratulations to Álvaro Parafita, on the successful defence of his #PhD thesis. Well done! ๐๐๐
Congratulations to Guillem Pascual, on the successful defence of his #PhD thesis. Well done! ๐๐๐
Dr. Santi Seguí with the project "Detection of pathologies of the intestinal tract using Artificial Intelligence" has been awarded by the XVIII Prizes of the Social Council of the UB and Bosch i Gimpera-UB Foundation - Premi Caparros ๐๐๐๐๐๐
Artificial intelligence to improve polyp detection and screening time in colon capsule endoscopy has been accepted and published in Frontiers in Medicine
ACCEPTED PAPER (JULY 2022): García, C., Mora, O., Pérez-Aragüés, F. et al. CatLC: Catalonia Multiresolution Land Cover Dataset. Sci Data 9, 554 (2022). https://doi.org/10.1038/s41597-022-01674-y
ACCEPTED PAPER (JULY 2022):
- Brando, Axel, et al. Deep Non-Crossing Quantiles through the Partial Derivative. International Conference on Artificial Intelligence and Statistics. PMLR, 2022.
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Pascual, Guillem, et al. Time-based Self-supervised Learning for Wireless Capsule Endoscopy. Computers in Biology and Medicine, Volume 146, 2022.
We are part of one of the 38 winning projects of the Artificial Intelligence in Health & Care NHS Award: Detecting bowel cancer – using AI to analyse video recordings of the gastrointestinal tract, taken from a swallowable camera, to target bowel cancer and other gastrointestinal disease.