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+by+explicitly+modeling+the+temporal+dynamics+of+patients%27+latent+states.+Based+on+these+learned+patient+states%252C+we+further+develop+a+new+general+discrete-time+formulation+of+the+hazard+rate+function+to+estimate+the+survival+distribution+of+patients+with+significantly+improved+accuracy.+Extensive+evaluations+over+real+EMR+data+show+that+our+proposed+model+compares+favorably+to+various+state-of-the-art+baselines.+Furthermore%252C+our+method+also+uncovers+meaningful+insights+about+the+latent+correlations+among+mortality+and+different+types+of+organ+failures.&cdnurl=https%3a%2f%2fth.bing.com%2fth%2fid%2fR.6e95c4f508e44795e44e67cc4c904c9c%3frik%3diWgwh%252bd8Wj16sw%26pid%3dImgRaw%26r%3d0&exph=630&expw=1200&q=Neural+State+Space+Model+Deep+Learning&FORM=IRPRST&ck=119BA0E0CC87A8A46D56F53E263663BC&selectedIndex=32&itb=0)
