output
20072025
most citedUnderstanding metric-related pitfalls in image analysis validation

204 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2022Show all

4 papers · 1 filter

stat.ME2022

Experiment-selector cross-validated targeted maximum likelihood estimator for hybrid RCT-external data studies

Lauren Eyler Dang, Jens Magelund Tarp, Trine Julie Abrahamsen +4

Augmenting a randomized controlled trial (RCT) with external data may increase power at the risk of introducing bias. To select and analyze the experiment (RCT alone or combined wi…

stat.ME2022

Mediation Analyses for the Effect of Antibodies in Vaccination

Michael P. Fay, Dean A. Follmann

We review standard mediation assumptions as they apply to identifying antibody effects in a randomized vaccine trial and propose new study designs to allow identification of an est…

q-bio.QM2022★ 66 cited

Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning

Jiarong Ye, Yin-Ting Yeh, Yuan Xue +16

Rapid identification of newly emerging or circulating viruses is an important first step toward managing the public health response to potential outbreaks. A portable virus capture…

stat.ME2022★ 4 cited

Confidence Intervals for Prevalence Estimates from Complex Surveys with Imperfect Assays

Damon Bayer, Michael Fay, Barry Graubard

We present several related methods for creating confidence intervals to assess disease prevalence in variety of survey sampling settings. These include simple random samples with i…