Company Filing History:
Years Active: 2011-2025
Title: Bart Jacob Bakker: Innovator in Model Explainability and Pharmacokinetics
Introduction
Bart Jacob Bakker is a prominent inventor based in Eindhoven, Netherlands. He has made significant contributions to the fields of model explainability and pharmacokinetics, holding a total of 12 patents. His work focuses on enhancing the understanding of complex models and improving the accuracy of predictions in various systems.
Latest Patents
One of Bakker's latest patents is titled "Explaining a model output of a trained model." This invention relates to a computer-implemented method for generating explainability information that clarifies the output of a trained model. The method employs aspect recognition models to identify characteristics in input instances, applying a saliency method to create a masked source representation relevant to the model output. This approach allows for the extraction of explainability information that enhances the interpretability of model predictions.
Another notable patent is the "Incrementally optimized pharmacokinetic and pharmacodynamic model." This invention provides a method for predicting parameter values in a system by incrementally optimizing a pharmacokinetic and pharmacodynamic model based on time-received parameter values. This innovation is particularly useful in predicting the timing of hemostatic balance in coagulation systems after the discontinuation of anticoagulant supply.
Career Highlights
Bakker is currently employed at Koninklijke Philips Corporation N.V., where he continues to develop innovative solutions in his field. His expertise in model explainability and pharmacokinetics has positioned him as a valuable asset to the company and the broader scientific community.
Collaborations
Throughout his career, Bakker has collaborated with notable colleagues, including Dimitrios Mavroeidis and Rene Van Den Ham. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and advancements in technology.
Conclusion
Bart Jacob Bakker is a distinguished inventor whose work in model explainability and pharmacokinetics has led to significant advancements in these fields. His contributions, reflected in his numerous patents, continue to influence the way complex systems are understood and optimized.