only after the network is optimized in this way can it correctly identify an unknown x. ray. but how accurate is artificial intelligence compared to a doctor s expertise. we have actually done this test twice of this point once with a set of studies. and i state a set that we had a radiologist label and then we compare the accuracy of the model to the radiologists and we found that they were very similar in terms of accuracy on most pathologies on one of them the model was performing the radiologist not the radiologist where on the model and then we repeated the experiment this time using a dataset from stanford which we recently released which is 200000 chest x. rays and then we had a similar set up where we had subspecialty radiologists these are very uncommon
comments were ignorant. sports players have a long history of rockin avenue froze. elizabeth, as i just said to bob costas, i think it was michael vick not so much saying stockholm syndrome, like michael vick care what is kaepernick s haircut looks like. i think he was simply saying if you want to get back in the nfl. you got to be smart about this. give me another one. kap hair has nothing to do with it. it s what he stood for. unknown x, i think costas laid it out. he gave me an answer, i said, bob, is he being blackballed? he said, i think he is. one more. smerconish, kaepernick is a mediocre backup qb wanting $20 million a year. that s keeping him from getting a job. not his hair or protests. angry moderate, i love that.
unknown x. i think bob costas just laid it out. he has the credentials, gave me a no bs answer. is he being black balled? he said i think that he is. one more. smerconish, kaepernick is a mediocre quarterback wanting 20 mill a year. that s keeping him from getting a job not his hair or protests. angry moderate, i love your name. you might be right. it might be systemic, meaning as bob just laid out, it could be the new style of offense doesn t suit with his attributes. still ahead, i sat down on capitol hill yesterday with arnold schwarzenegger to find out why he was in town to lobby against jergerrymandering. we cannot continue this way. it doesn t matter if it s a democratic president or republican president, this is not just trump. obama at a very difficult time getting anything done. it has to stop. as easy as savi0