4 papers · 1 filter
Integrated omics reveals actionable drivers of bioactive variation in US milk
Cheng-En Tan, Mariana Barboza, Pagkratios Tagkopoulos +25
Despite milk being a global dietary staple, the molecular basis of its health-relevant bioactivity and the factors governing fine-scale compositional variation remain poorly unders…
Disease-level drug approval forecasting from trial-agnostic public data
Samir Townsley, Pagkratios Tagkopoulos, Ilias Tagkopoulos
Drug development is an expensive and lengthy process requiring developers to select drugs for human trials and diseases to target. Computational tools that can estimate before test…
Predicting food taste with bound-driven optimization
Pagkratis Tagkopoulos, Dimitris Sfondilis, Ilias Tagkopoulos +1
The prediction of sensory attributes from ingredient-level formulations is an emerging challenge at the intersection of food science and artificial intelligence. We address the fun…
Translating Dietary Standards into Healthy Meals with Minimal Substitutions
Trevor Chan, Ilias Tagkopoulos
An important goal for personalized diet systems is to improve nutritional quality without compromising convenience or affordability. We present an end-to-end framework that convert…