10 citations · 15 across the 4 of their papers we have counts for
4 papers
Multiscale Analysis of Count Data through Topic Alignment
Julia Fukuyama, Kris Sankaran, Laura Symul
Topic modeling is a popular method used to describe biological count data. With topic models, the user must specify the number of topics . Since there is no definitive way to ch…
As easy as APC: overcoming missing data and class imbalance in time series with self-supervised learning
Fiorella Wever, T. Anderson Keller, Laura Symul +1
High levels of missing data and strong class imbalance are ubiquitous challenges that are often presented simultaneously in real-world time series data. Existing methods approach t…
Predicting pregnancy using large-scale data from a women's health tracking mobile application
Bo Liu, Shuyang Shi, Yongshang Wu +4
Predicting pregnancy has been a fundamental problem in women's health for more than 50 years. Previous datasets have been collected via carefully curated medical studies, but the r…
FoodRepo: An Open Food Repository of Barcoded Food Products
Gianrocco Lazzari, Yannis Jaquet, Djilani Kebaili +2
In the past decade, digital technologies have started to profoundly influence healthcare systems. Digital self-tracking has facilitated more precise epidemiological studies, and in…