Projects and Grants per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, University Of Florida
2012
Master of Engineering, National University Of Colombia
2008
Bachelor of Engineering, National University Of Colombia
2004
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Collaborations and top research areas from the last five years
Projects & Grants
- 1 Active
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DEPSCoR: Measures of Information via Representation Learning
Sanchez Giraldo, L. & Jacobs, N.
Air Force Office of Scientific Research
8/1/21 → 7/31/25
Project: Research project
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Non-uniform Sampling-Based Breast Cancer Classification
Posso Murillo, S., Skean, O. & Sanchez Giraldo, L. G., 2024, Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Cao, X., Ouyang, X., Xu, X., Rekik, I. & Cui, Z. (eds.). p. 335-345 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14349 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Skin Lesion Segmentation Improved by Transformer-Based Networks with Inter-scale Dependency Modeling
Eskandari, S., Lumpp, J. & Sanchez Giraldo, L., 2024, Machine Learning in Medical Imaging - 14th International Workshop, MLMI 2023, Held in Conjunction with MICCAI 2023, Proceedings. Cao, X., Ouyang, X., Xu, X., Rekik, I. & Cui, Z. (eds.). p. 351-360 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14348 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations -
Multiscale principle of relevant information for hyperspectral image classification
Wei, Y., Yu, S., Giraldo, L. S. & Príncipe, J. C., Apr 2023, In: Machine Learning. 112, 4, p. 1227-1252 26 p.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Inference via sparse coding in a hierarchical vision model
Bowren, J., Sanchez-Giraldo, L. & Schwartz, O., Feb 2022, In: Journal of Vision. 22, 2, 19.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Metric Learning in Freewill EEG Pre-Movement and Movement Intention Classification for Brain Machine Interfaces
Plucknett, W., Sanchez Giraldo, L. G. & Bae, J., Jul 1 2022, In: Frontiers in Human Neuroscience. 16, 902183.Research output: Contribution to journal › Article › peer-review
Open Access