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so nice to meet you everybody my name is Dan basak and Iamp;#39;m the head of AI at a dock where we do we use the technologies of object detection and image segmentation to detect urgent medical normalities in different medical imaging modalities such as CT scans and itamp;#39;s nice to see some familiar faces here in the crowd thank you all for coming and today I want to share with you and talk talk together with you about some some of the three most interesting papers in object detection of the last year or so which have done really amazing things that are really relevant to the challenges of medical imaging data so first of all a little bit about object detection so object detection is progressing really quickly just between 2016 and 2017 in the living benchmark the cocoa competition the accuracy has raised in about - a 20% relatively between the years so the bottom row is the best submission of 2016 and all of these four are the submissions from 2017 challenge in the Abbott was i