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...Using nursing notes to improve clinical outcome prediction in intensive care patients a retrospective cohort study kexin huang tamryn f gray santiago romero brufau james tulsky charlotta lindvall department of biostatistics harvard t h chan school public health boston ma psychosocial oncology and palliative dana farber cancer institute phyllis cantor center for research patient services division medicine brigham women s hospital medical mayo clinic rochester mn denotes co first authors corresponding author name phd rn mph email dfci edu phone address brookline avenue keywords natural language processing critical risk word count words objective electronic record ehr documentation by unit icu clinicians may predict outcomes however it is unclear whether physician differ their ability short term prognosis we aimed investigate compare the written hours admission length stay los mortality three analytical methods materials with split sampling model training testing included years old admitt...