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hello hi good morning my name is Antonio community and I work here Microsoft Research in Cambridge and the dam Im going to be talking about today is about the analysis of medical images in particular is about how to apply modern machine learning technique to the automatic analysis of medical scans medical scans are like you know this one they were showing on the screen this is a CT scan of a patient city stands for computed tomography and you can you know even if youre not medically trained you might not be you can see structures like the spine you know this is a view of the same patient you know horizontal view and this is a frontal view and you can see the pelvic region and the autumn now what were trying to do here is youre trying to come up with tools that can help doctors you know diagnose the problem you know with the patient and also treat you know the problem more efficiently in particularly what were trying to do you know were trying to make you know the analysis of medi