Effective In-Silico Gene Perturbation by Machine Learning Model Interpretation for ImmunotherapiesTanwi BiswasAkira Kosekiet al.2024ISMB 2024
Discovering Intrinsic PK/PD Models Using Physics Informed Neural NetworksImran NasimAdam Nasimet al.2024PAGE-Meeting 2024
Effect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistryRaúl Fernández DíazLam Thanh Hoanget al.2024MoML 2024
Literature Knowledge Graphs for Risk Modeling: a use case on DiabetesJoao Bettencourt-SilvaNatasha Mulliganet al.2022AMIA Annual Symposium 2022
DPM360: New Additions to Advanced Disease Progression ModelingAkira KosekiItalo Bulejeet al.2022OHDSI Collaborator Showcase 2022
Uncovering signals of cell state transition using topological data analysis in single cell dataAldo Guzmán-SáenzKahn Rhrissorrakraiet al.2022ISMB 2022
RubricOE: what Machine Learning can say about Alzheimer’s DiseaseAldo Guzmán-SáenzDan Plattet al.2022ISMB 2022
Scalable in-memory paradigm for genomics data processingVadim ElisseevLaura Gardineret al.2022ISMB 2022
Modelling CAR T cell signalling using prior knowledge networksAlice DriessenRocío Castellanos Ruedaet al.2022ISMB 2022