When the objective is to forecast a variable of interest but with many explanatory variables available, one could possibly improve the forecast by carefully integrating them. There are generally two directions one could proceed: combination of forecasts (CF) or combination of information (CI). CF combines forecasts generated from simple models each incorporating a part of the whole information ...

Antipsychotic monotherapy is strongly recommended in the treatment of schizophrenia. However, antipsychotic polypharmacy (APP) is common in clinical practice, and appears to be related to illness severity and duration, treatment-refractoriness, hospitalization status, duration of hospitalization, geographic region and age. Given the high number of different antipsychotic combinations reported i...

Ensuring reproducibility of simulation studies in computational biology poses a challenge to data management solutions. One specific problem is the organisation and linking of all files related to a simulation study at the storage level. Such a study comprises of a number of files, and additional links to third party resources. MaSyMoS is a graph-based approach to representing the links between...