Teya S. Bergamaschi

According to our database, Teya S. Bergamaschi authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Robustness Beyond Known Groups with Low-rank Adaptation.

Abinitha Gourabathina, Hyewon Jeong, Teya S. Bergamaschi, Marzyeh Ghassemi, Collin M. Stultz

CoRR, February, 2026

2025

MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem.

Matthew B. A. McDermott, Justin Xu, Teya S. Bergamaschi, Hyewon Jeong, Simon A. Lee, Nassim Oufattole, Patrick Rockenschaub, Kamile Stankeviciute, Ethan Steinberg, Jimeng Sun, Robin Van De Water, Michael Wornow, John Wu, Zhenbang Wu

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

MEDS-Tab: Automated tabularization and baseline methods for MEDS datasets.

Nassim Oufattole, Teya S. Bergamaschi, Aleksia Kolo, Hyewon Jeong, Hanna Gaggin, Collin M. Stultz, Matthew B. A. McDermott

CoRR, 2024

Machine Learning for Health (ML4H) 2024.

Helen Zhou, Stefan Hegselmann, Elizabeth Healey, Trenton Chang, Caleb Ellington, Michael Leone, Vishwali Mhasawade, Sana Tonekaboni, Winston Chen, Hyewon Jeong, Xiaoxiao Li, Juyeon Heo, Payal Chandak, Ayush Noori, Sarah Jabbour, Jessica Dafflon, Jerry Ji, Jivat Neet Kaur, Amin Adibi, Xu Cao, Meera Krishnamoorthy, Yidi Huang, Fabian Gröger, Aishwarya Mandyam, Niloufar Saharhkhiz, Teya S. Bergamaschi, William Boag, Jeroen Berrevoets, Matthew Lee, Kyle Heuton, Peniel N. Argaw, Haoran Zhang

Proceedings of the Machine Learning for Health, 2024

Continuity Contrastive Representations of ECG for Heart Block Detection from Only Lead-I.

Teya S. Bergamaschi, Collin M. Stultz, Ridwan Alam

Proceedings of the Machine Learning for Health, 2024

Heart Block Identification from 12-Lead ECG: Exploring the Generalizability of Self-Supervised AI.

Teya S. Bergamaschi, Collin M. Stultz, Ridwan Alam

Proceedings of the 20th IEEE International Conference on Body Sensor Networks, 2024