10 citations · 13 across the 2 of their papers we have counts for
5 papers
Exploring Gender Disparities in Time to Diagnosis
Tony Y. Sun, Oliver J. Bear Don't Walk, Jennifer L. Chen +2
Sex and gender-based healthcare disparities contribute to differences in health outcomes. We focus on time to diagnosis (TTD) by conducting two large-scale, complementary analyses…
Towards Patient Record Summarization Through Joint Phenotype Learning in HIV Patients
Gal Levy-Fix, Jason Zucker, Konstantin Stojanovic +1
Identifying a patient's key problems over time is a common task for providers at the point care, yet a complex and time-consuming activity given current electric health records. To…
Characterizing physiological and symptomatic variation in menstrual cycles using self-tracked mobile health data
Kathy Li, Iñigo Urteaga, Chris H. Wiggins +4
The menstrual cycle is a key indicator of overall health for women of reproductive age. Previously, menstruation was primarily studied through survey results; however, as menstrual…
Multi-Task Gaussian Processes and Dilated Convolutional Networks for Reconstruction of Reproductive Hormonal Dynamics
Iñigo Urteaga, Tristan Bertin, Theresa M. Hardy +2
We present an end-to-end statistical framework for personalized, accurate, and minimally invasive modeling of female reproductive hormonal patterns. Reconstructing and forecasting…
Machine Learning and Visualization in Clinical Decision Support: Current State and Future Directions
Gal Levy-Fix, Gilad J. Kuperman, Noémie Elhadad
Deep learning, an area of machine learning, is set to revolutionize patient care. But it is not yet part of standard of care, especially when it comes to individual patient care. I…