3.1k citations · 7.1k across the 62 of their papers we have counts for
62 papers
Semi-Quantitative Group Testing for Efficient and Accurate qPCR Screening of Pathogens with a Wide Range of Loads
Ananthan Nambiar, Chao Pan, Vishal Rana +4
Pathogenic infections pose a significant threat to global health, affecting millions of people every year and presenting substantial challenges to healthcare systems worldwide. Eff…
A cross-study analysis of drug response prediction in cancer cell lines
Fangfang Xia, Jonathan Allen, Prasanna Balaprakash +21
To enable personalized cancer treatment, machine learning models have been developed to predict drug response as a function of tumor and drug features. However, most algorithm deve…
Stochastic social behavior coupled to COVID-19 dynamics leads to waves, plateaus and an endemic state
Alexei V. Tkachenko, Sergei Maslov, Tong Wang +3
It is well recognized that population heterogeneity plays an important role in the spread of epidemics. While individual variations in social activity are often assumed to be persi…
Ligation of random oligomers leads to emergence of autocatalytic sequence network
Patrick W. Kudella, Alexei V. Tkachenko, Sergei Maslov +1
The emergence of longer information-carrying and functional nucleotide polymers from random short strands was a major stepping stone at the dawn of life. But the formation of those…
Time-dependent heterogeneity leads to transient suppression of the COVID-19 epidemic, not herd immunity
Alexei V. Tkachenko, Sergei Maslov, Ahmed Elbanna +3
Epidemics generally spread through a succession of waves that reflect factors on multiple timescales. On short timescales, super-spreading events lead to burstiness and overdispers…
Modeling COVID-19 dynamics in Illinois under non-pharmaceutical interventions
George N. Wong, Zachary J. Weiner, Alexei V. Tkachenko +3
We present modeling of the COVID-19 epidemic in Illinois, USA, capturing the implementation of a Stay-at-Home order and scenarios for its eventual release. We use a non-Markovian a…