Post-Doctoral Reserach Position within Up4Health Projecthttp://iam.cvc.uab.es) from the Computer Vision Center offers a 1 year post-doctoral contract associated to the Up4Health project, funded by Ministerio de Ciencia, Innovación y Universidades (MCIU), Agencia Estatal de Investigación (AEI) and Fondo Europeo de Desarrollo Regional (FEDER). The goal of the project is to develop multi-view predictive methods able to model clinical data uncertainty dynamically collected from user interactions and multimodal sensors and scans. Uncertainty in data (coming from either manual annotations or scan parameters) will be included in classifiers’ training by optimizing several measures of feature variability along with the classification loss in a multi-objective approach implemented in a deep learning architecture with multi-task learning. Methods will be applied to two medical application scenarios:
- Lung Cancer Personalized Early Diagnosis (LuCaD).
- Driving Performance evaluation of patients with Neurodegenerative Diseases (NeuroDrive).