scholarly journals Predicting intensive care unit bed occupancy for integrated operating room scheduling via neural networks

2020 ◽  
Vol 68 (1) ◽  
pp. 65-88
Author(s):  
Julian Schiele ◽  
Thomas Koperna ◽  
Jens O. Brunner
2011 ◽  
Vol 152 (24) ◽  
pp. 946-950 ◽  
Author(s):  
Miklós Gresz

According to the Semmelweis Plan for Saving Health Care, ”the capacity of the national network of intensive care units in Hungary is one but not the only bottleneck of emergency care at present”. Author shows on the basis of data reported to the health insurance that not on a single calendar day more than 75% of beds in intensive care units were occupied. There were about 15 to 20 thousand sick days which could be considered unnecessary because patients occupying these beds were discharged to their homes directly from the intensive care unit. The data indicate that on the whole bed capacity is not low, only in some institutions insufficient. Thus, in order to improve emergency care in Hungary, the rearrangement of existing beds, rather than an increase of bed capacity is needed. Orv. Hetil., 2011, 152, 946–950.


2011 ◽  
Vol 115 (6) ◽  
pp. 1349-1362 ◽  
Author(s):  
Lee P. Skrupky ◽  
Paul W. Kerby ◽  
Richard S. Hotchkiss

Anesthesiologists are increasingly confronting the difficult problem of caring for patients with sepsis in the operating room and in the intensive care unit. Sepsis occurs in more than 750,000 patients in the United States annually and is responsible for more than 210,000 deaths. Approximately 40% of all intensive care unit patients have sepsis on admission to the intensive care unit or experience sepsis during their stay in the intensive care unit. There have been significant advances in the understanding of the pathophysiology of the disorder and its treatment. Although deaths attributable to sepsis remain stubbornly high, new treatment algorithms have led to a reduction in overall mortality. Thus, it is important for anesthesiologists and critical care practitioners to be aware of these new therapeutic regimens. The goal of this review is to include practical points on important advances in the treatment of sepsis and provide a vision of future immunotherapeutic approaches.


2014 ◽  
Vol 12 (2) ◽  
pp. 59-62 ◽  
Author(s):  
Umut Kaygusuz ◽  
Ayşe Seçil Kayalı Dinç ◽  
Tolga Dinç

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