Inauguration of the Center for Neurocognitive Modeling: Predictive modeling of clinical trajectories in JMP
The CNM will be inaugurated on January 9, 2025 in the general colloquium of the institute of psychology (16:15, lecture hall 18, O.06.22). Markus Hofmann will present the research mission of the CNM along with a short introduction into the documentation of data protection workflow for third-party funded projects in the School of Human and Social Sciences of the BUW. As the software JMP Student/Pro is now freely available for any researcher with a university email, anyone can easily acquire skills in machine learning with a steep learning curve. He will present some screenshots demonstrating how easy it has become to predict clinical trajectories in an untrained test sample, while introducing penalized regressions, support vector machines and random forests.
If this raises sufficient interest, I also plan a workshop on predictive modeling for February/March 2025. Please write an email to Markus Hofmann when interested in participating.
Predictive Modeling Workshop in Essen (23.9.2024)
Invited by Alex Bäuerle from the LRV University Hospital Essen, Markus Hofmann is giving a workshop on predictive modeling of clinical trajectories. It contains a general lecture on standard Machine Learning Models such as penalized regressions, support vector machines and decision-tree based methods. Then we apply selected models in a hands-on workshop using JMP Pro.
