Research output per year
Research output per year
Personal profile
Personal profile
I received my degree in Electrical Engineering from Universidad de la Republica (2011) and my Ph.D. in Engineering (2015). I studied and worked at the Ecole Normale Superieure Paris-Saclay and maintained collaborations with the institution. Since 2017, I lived and worked in the US as a full-time professor at Duke University. I am a Full Professor at Universidad Catolica del Uruguay and an adjunct professor at Duke University. I published over 50 scientific (peer-reviewed) works on venues such as Nature Medicine, Nature Scientific Reports, TPAMI, and Journal of Pattern Recognition, among other prestigious venues. Our work in early autism detection was highlighted by the NIH as one of the top 5 scientific discoveries in human health in 2023.
Research interests
My expertise includes artificial intelligence (AI) and computer vision (CV). My research interests and works include (i) computer vision and artificial intelligence for personalized and precise healthcare, (ii) image processing, image understanding, and image enhancement, (iii) facial analysis and CV-based behavioral phenotyping, and (iv) theory and applications for fraud detection and AI imbalanced problems.
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):
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Collaborations and top research areas from the last five years
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Autism Caregiver Coaching in Africa (ACACIA): Protocol for a type 1-hybrid effectiveness-implementation trial
Franz, L., Viljoen, M., Askew, S., Brown, M., Dawson, G., Di Martino, J. M., Sapiro, G., Sebolai, K., Seris, N., Shabalala, N., Stahmer, A., Turner, E. L. & de Vries, P. J., Jan 2024, In: PLoS ONE. 19, 1 January, e0291883.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Computer Vision Analysis of Caregiver–Child Interactions in Children with Neurodevelopmental Disorders: A Preliminary Report
Isaev, D. Y., Sabatos-DeVito, M., Di Martino, J. M., Carpenter, K., Aiello, R., Compton, S., Davis, N., Franz, L., Sullivan, C., Dawson, G. & Sapiro, G., Jun 2024, In: Journal of Autism and Developmental Disorders. 54, 6, p. 2286-2297 12 p.Research output: Contribution to journal › Article › peer-review
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MAgro dataset: A dataset for simultaneous localization and mapping in agricultural environments
Marzoa Tanco, M., Trinidad Barnech, G., Andrade, F., Baliosian, J., LLofriu, M., Di Martino, J. M. & Tejera, G., Apr 2024, In: International Journal of Robotics Research. 43, 5, p. 591-601 11 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Uncertainty of Vowel Predictions as a Digital Biomarker for Ataxic Dysarthria
Isaev, D. Y., Vlasova, R. M., Di Martino, J. M., Stephen, C. D., Schmahmann, J. D., Sapiro, G. & Gupta, A. S., Apr 2024, In: Cerebellum. 23, 2, p. 459-470 12 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Automatic Neurocranial Landmarks Detection from Visible Facial Landmarks Leveraging 3D Head Priors
Schlesinger, O., Kundu, R., Goetz, S., Sapiro, G., Peterchev, A. V. & Di Martino, J. M., 2023, Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging - 12th International Workshop, CLIP 2023 1st International Workshop, FAIMI 2023 and 2nd International Workshop, EPIMI 2023, Proceedings. Wesarg, S., Oyarzun Laura, C., Puyol Antón, E., King, A. P., Baxter, J. S. H., Erdt, M., Drechsler, K., Freiman, M., Chen, Y., Rekik, I., Eagleson, R., Feragen, A., Cheplygina, V., Ganz-Benjaminsen, M., Ferrante, E., Glocker, B., Moyer, D. & Petersen, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 12-20 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14242 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations