2 papers
stat.ME2020
Clinically Relevant Mediation Analysis using Controlled Indirect Effect
Haoqi Sun, Michael J. Leone, Lin Liu +3
Mediation analysis allows one to use observational data to estimate the importance of each potential mediating pathway involved in the causal effect of an exposure on an outcome. H…
q-bio.QM2019
Sleep Staging from Electrocardiography and Respiration with Deep Learning
Haoqi Sun, Wolfgang Ganglberger, Ezhil Panneerselvam +7
Study Objective: Sleep is reflected not only in the electroencephalogram but also in heart rhythms and breathing patterns. Therefore, we hypothesize that it is possible to accurate…