Application of Probabilistic Machine Learning models in clinical research. Case studies carried by our research group.
Date:
Introduction to Probabilistic Machine Learning and presentation of the last results achieved by our research groups (Grupo de Genética y Clínica de las Neoplasias Hematológicas y el Trasplante Hematopoyético and Grupo de Teoría de la Señal).
Discussed results:
- Identification of Predictive Models Including Polymorphisms in Cytokines Genes Associated with Post-Transplant Complications after Identical HLA-Allogeneic Stem Cell Transplantation
- Characterization of AML Patients by means of a Non-Supervised Machine Learning model. Case study carried in our center.