You are here: Home / External Files / People Pages / Xavier Robin / Xavier Robin - Research

Xavier Robin - Research

I am interested in developing algorithms to extract morphological features from cells imaged with high-throughput microscopy in genome-wide siRNA screens. I develop methods for dimensionality reduction, feature selection and modelling the data into a network. The long-term goal of this project is to be able to find personalized network-based treatments for cancer.

 

null

 

image_icon.pngBiological forecasting

Similar to weather forecasts, biological forecasts can be developed to predict cell behaviour following a perturbation (or cue). Super-computing facilities are required to model the complex non-linear networks of interactions and their effects. Such models integrate genetic (sequencing), expression (proteomics) and phenotypic (imaging) data with neural network algorithms, and allow to derive information on the signaling network architecture.

Document Actions

« December 2017 »
December
SuMoTuWeThFrSa
12
3456789
10111213141516
17181920212223
24252627282930
31