Amanda Shea

According to our database, Amanda Shea authored at least 4 papers between 2020 and 2021.

Collaborative distances:

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

2021

A predictive model for next cycle start date that accounts for adherence in menstrual self-tracking.

Kathy Li, Iñigo Urteaga, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noémie Elhadad

J. Am. Medical Informatics Assoc., 2021

A generative, predictive model for menstrual cycle lengths that accounts for potential self-tracking artifacts in mobile health data.

Kathy Li, Iñigo Urteaga, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noémie Elhadad

CoRR, 2021

A Generative Modeling Approach to Calibrated Predictions: A Use Case on Menstrual Cycle Length Prediction.

Iñigo Urteaga, Kathy Li, Amanda Shea, Virginia J. Vitzthum, Chris H. Wiggins, Noemie Elhadad

Proceedings of the Machine Learning for Healthcare Conference, 2021

2020

Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile-health data.

Kathy Li, Iñigo Urteaga, Chris H. Wiggins, Anna Druet, Amanda Shea, Virginia J. Vitzthum, Noémie Elhadad

npj Digit. Medicine, 2020