A new publication from Trevor Chan, Cheng-En Tan, and Dr. Ilias Tagkopoulos about Audit lead selection and yield prediction from historical tax data using artificial neural networks. Abstract: Tax audits are a crucial process adopted in all tax departments to ensure tax compliance and fairness. Traditionally, tax audit leads have been selected based on empirical […]
A new publication from Dr. Ilias Tagkopoulos and collaborators about Chardonnay Marc as a New Model for Upcycled Co-products in the Food Industry: Concentration of Diverse Natural Products Chemistry for Consumer Health and Sensory Benefits. Abstract: Research continues to provide compelling insights into potential health benefits associated with diets rich in plant-based natural products (PBNPs). […]
A new publication from Dr. Ameen Eetemadi and Dr. Ilias Tagkopoulos, about Algorithmic Lifestyle Optimization. Abstract: A hallmark of personalized medicine and nutrition is to identify effective treatment plans at the individual level. Lifestyle interventions (LIs), from diet to exercise, can have a significant effect over time, especially in the case of food intolerances and […]
A new publication from collaborators and Dr. Ilias Tagkopoulos, about An Early Prediction Model for Canine Chronic Kidney Disease Based on Routine Clinical Laboratory Tests. Abstract: The aim of this study was to derive a model to predict the risk of dogs developing chronic kidney disease (CKD) using data from electronic health records (EHR) collected […]
A new publication from collaborators and Dr. Ilias Tagkopoulos, about A Computational Algorithm to Assess the Physiochemical Determinants of T Cell Receptor Dissociation Kinetics. Abstract: The rational design of T Cell Receptors (TCRs) for immunotherapy has stagnated due to a limited understanding of the dynamic physiochemical features of the TCR that elicit an immunogenic response. […]
A new publication from Dr. Navneet Rai, Dr. Minseung Kim, and Dr. Ilias Tagkopoulos, about Understanding the Formation and Mechanism of Anticipatory Responses in Escherichia coli. Abstract: Microorganisms often live in complex habitats, where changes in the environment are predictable, providing an opportunity for microorganisms to learn, anticipate the upcoming environmental changes and prepare in […]
A new publication from Jason Youn, Dr. Navneet Rai, and Dr. Ilias Tagkopoulos, about Knowledge integration and decision support for accelerated discovery of antibiotic resistance genes. Abstract: We present a machine learning framework to automate knowledge discovery through knowledge graph construction, inconsistency resolution, and iterative link prediction. By incorporating knowledge from 10 publicly available sources, […]
