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MAASTRO clinic
Maastricht, NL
| MAASTRO clinic Patent applications | ||
| Patent application number | Title | Published |
|---|---|---|
| 20100057651 | Knowledge-Based Interpretable Predictive Model for Survival Analysis - Knowledge-based interpretable predictive modeling is provided. Expert knowledge is used to seed training of a model by a machine. The expert knowledge may be incorporated as diagram information, which relates known causal relationships between predictive variables. A predictive model is trained. In one embodiment, the model operates even with a missing value for one or more variables by using the relationship between variables. For application, the model outputs a prediction, such as the likelihood of survival for two years of a lung cancer patient. A graphical representation of the model is also output. The graphical representation shows the variables and relationships between variables used to determine the prediction. The graphical representation is interpretable by a physician or other to assist in understanding. | 03-04-2010 |
| 20090234628 | PREDICTION OF COMPLETE RESPONSE GIVEN TREATMENT DATA - A system for modeling complete response prediction is provided. The system includes an input that is operable to receive treatment information representing treatment data that may be used to predict a complete response of a tumor. The complete response may include a disappearance of all or substantially all of a disease. A processor may be operable to use a model to predict complete response of the tumor as a function of the treatment data. The model represents a probability of complete response to treatment given the treatment data. A display is operable to output an image as a function of the complete response prediction. | 09-17-2009 |