Predicting critical illness mortality and personalizing therapy: moving to multi-dimensional data

[1] Knaus WA(1981)APACHE—acute physiology and chronic health evaluation: a physiologically based classification system Crit Care Med 9 591-7

[2] Zimmerman JE(2013)The role of frailty in outcomes from critical illness Curr Opin Crit Care 19 496-503

[3] Wagner DP(2013)Echo intensity obtained from ultrasonography images reflecting muscle strength in elderly men Clin Interv Aging 8 993-8

[4] Bagshaw SM(2015)Ultrasonography in the intensive care setting can be used to detect changes in the quality and quantity of muscle and is related to muscle strength and function J Crit Care 30 1151-11

[5] McDermid RC(2015)The impact of extended bed rest on the musculoskeletal system in the critical care environment Extrem Physiol Med 4 16-62

[6] Watanabe Y(2015)Qualitative ultrasound in acute critical illness muscle wasting Crit Care Med 43 1603-9

[7] Yamada Y(2016)Identifying critically-ill patients who will benefit most from nutritional therapy: further validation of the “modified NUTRIC” nutritional risk assessment tool Clin Nutr 35 158-84

[8] Fukumoto Y(2015)Winning the war against ICU-acquired weakness: new innovations in nutrition and exercise physiology Crit Care 19 S6-9

[9] Parry SM(2012)Improving long-term outcomes after discharge from intensive care unit: report from a stakeholders’ conference Crit Care Med 40 502-undefined

[10] El-Ansary D(2016)Are we creating survivors … or victims in critical care? Delivering targeted nutrition to improve outcomes Curr Opin Crit Care 22 279-undefined

[1] Knaus WA(1981)APACHE—acute physiology and chronic health evaluation: a physiologically based classification system Crit Care Med 9 591-7

[2] Zimmerman JE(2013)The role of frailty in outcomes from critical illness Curr Opin Crit Care 19 496-503

[3] Wagner DP(2013)Echo intensity obtained from ultrasonography images reflecting muscle strength in elderly men Clin Interv Aging 8 993-8

[4] Bagshaw SM(2015)Ultrasonography in the intensive care setting can be used to detect changes in the quality and quantity of muscle and is related to muscle strength and function J Crit Care 30 1151-11

[5] McDermid RC(2015)The impact of extended bed rest on the musculoskeletal system in the critical care environment Extrem Physiol Med 4 16-62

[6] Watanabe Y(2015)Qualitative ultrasound in acute critical illness muscle wasting Crit Care Med 43 1603-9

[7] Yamada Y(2016)Identifying critically-ill patients who will benefit most from nutritional therapy: further validation of the “modified NUTRIC” nutritional risk assessment tool Clin Nutr 35 158-84

[8] Fukumoto Y(2015)Winning the war against ICU-acquired weakness: new innovations in nutrition and exercise physiology Crit Care 19 S6-9

[9] Parry SM(2012)Improving long-term outcomes after discharge from intensive care unit: report from a stakeholders’ conference Crit Care Med 40 502-undefined

[10] El-Ansary D(2016)Are we creating survivors … or victims in critical care? Delivering targeted nutrition to improve outcomes Curr Opin Crit Care 22 279-undefined