This Health Research Program opportunity is with Dr. Pedro Mendes, Department of Center for Cell Analysis and Modeling.
Project Description: Recently several methods have been published that take protein and metabolite structural properties to predict values of kinetic parameters. These methods, which are based on classical machine learning or deep learning, have only been compared against each other by their authors with different data sets. This project is intended to create an independent comparison of those methods following a two-approach: 1) first establishing a test set to form the basis of the comparisons, and then 2) creating and running a workflow to generate performance metrics that can be used to form an objective comparison.
For full details about this Health Research Program opportunity, visit https://ugradresearch.uconn.edu/hrp/su26-24
For full details about the Health Research Program, visit ugradresearch.uconn.edu/hrp/
Submissions to this program are made via a third-party software application, SurveyMonkey Apply. The terms of use and privacy statements for this software apply to your use of it and to the information you provide in your application. Before proceeding with your submission, please review their terms and privacy statements linked below.
HRP SU26-24: Research Opportunity with Dr. Pedro Mendes
This Health Research Program opportunity is with Dr. Pedro Mendes, Department of Center for Cell Analysis and Modeling.
Project Description: Recently several methods have been published that take protein and metabolite structural properties to predict values of kinetic parameters. These methods, which are based on classical machine learning or deep learning, have only been compared against each other by their authors with different data sets. This project is intended to create an independent comparison of those methods following a two-approach: 1) first establishing a test set to form the basis of the comparisons, and then 2) creating and running a workflow to generate performance metrics that can be used to form an objective comparison.
For full details about this Health Research Program opportunity, visit https://ugradresearch.uconn.edu/hrp/su26-24
For full details about the Health Research Program, visit ugradresearch.uconn.edu/hrp/
Submissions to this program are made via a third-party software application, SurveyMonkey Apply. The terms of use and privacy statements for this software apply to your use of it and to the information you provide in your application. Before proceeding with your submission, please review their terms and privacy statements linked below.