Ylenia Rotalinti

According to our database, Ylenia Rotalinti authored at least 6 papers between 2020 and 2024.

Collaborative distances:

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

2024

Workshop on Discovering Drift Phenomena in Evolving Data Landscape (DELTA).

Marco Piangerelli, Bardh Prenkaj, Ylenia Rotalinti, Ananya Joshi, Giovanni Stilo

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Predicting Performance Drift in AI Models of Healthcare Without Ground Truth Labels.

Ylenia Rotalinti, Puja Myles, Allan Tucker

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2023

Privacy Assessment of Synthetic Patient Data.

Ferdoos Hossein Nezhad, Ylenia Rotalinti, Puja Myles, Allan Tucker

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023

The Impact of Bias on Drift Detection in AI Health Software.

Asal Khoshravan Azar, Barbara Draghi, Ylenia Rotalinti, Puja Myles, Allan Tucker

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

Detecting Drift in Healthcare AI Models Based on Data Availability.

Ylenia Rotalinti, Allan Tucker, Michael Lonergan, Puja Myles, Richard Branson

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2020

Generating high-fidelity synthetic patient data for assessing machine learning healthcare software.

Allan Tucker, Zhenchen Wang, Ylenia Rotalinti, Puja Myles

npj Digit. Medicine, 2020