Use my Search Websuite to scan PubMed, PMCentral, Journal Hosts and Journal Archives, FullText. Kick-your-searchterm to multiple Engines kick-your-query now !>

A dictionary by aggregated review articles of nephrology, medicine and the life sciences Your one-stop-run pathway from word to the immediate pdf of peer-reviewed on-topic knowledge.

10.1503/cjs.016520 http://scihub22266oqcxt.onion/10.1503/cjs.016520 33180692!7747850!33180692     free     free     free Warning: file_get_contents(https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pubmed&id=33180692&cmd=llinks): Failed to open stream: HTTP request failed! HTTP/1.1 429 Too Many Requests in C:\Inetpub\vhosts\kidney.de\httpdocs\pget.php on line 215       Can+J+Surg 2020 ; 63 (6): E527-E529 Nephropedia Template TP {{tp|p=33180692|t=2020. Can machine learning optimize the efficiency of the operating room in the era of COVID-19?|pdf=|usr=}}{{33180692}} gab.com Text Can machine learning optimize the efficiency of the operating room in the era of COVID-19 JO: Can J Surg http://www.kidney.de/pget.php?&tw=1&pmid=33180692 #FOAvip The cancellation of large numbers of surgical procedures because of the coronavirus disease 2019 (COVID-19) pandemic has drastically extended wait lists and negatively affected patient care and experience. As many facilities resume clinical work owing to the currently low burden of disease in our community, we are faced with operative booking protocols and procedures that are not mathematically designed to optimize efficiency. Using a subset of artificial intelligence called "machine learning," we have shown how the use of operating time can be optimized with a custom Python (a high-level programming language) script and an open source machine-learning algorithm, the ORTools software suite from the Google AI division of Alphabet Inc. This allowed the creation of customized models to optimize the efficiency of operating room booking times, which resulted in a reduction in nursing overtime of 21% - a theoretical cost savings of $469 000 over 3 years. Twit Text FOAVip Can machine learning optimize the efficiency of the operating room in the era of COVID-19 ????Can J Surg http://www.kidney.de/pget.php?&tw=1&pmid=33180692 #FOAvip Twit Text # Free Paper on # # # # # LINK http://www.kidney.de/pget.php?&tw=1&pmid=33180692 #FOAvip English Wikipedia <ref>{{Cite pmid|33180692}}</ref> Can machine learning optimize the efficiency of the operating room in the era of COVID-19? #MMPMID33180692 Rozario N; Rozario D Can J Surg 2020[Nov]; 63 (6): E527-E529 PMID33180692show ga The cancellation of large numbers of surgical procedures because of the coronavirus disease 2019 (COVID-19) pandemic has drastically extended wait lists and negatively affected patient care and experience. As many facilities resume clinical work owing to the currently low burden of disease in our community, we are faced with operative booking protocols and procedures that are not mathematically designed to optimize efficiency. Using a subset of artificial intelligence called "machine learning," we have shown how the use of operating time can be optimized with a custom Python (a high-level programming language) script and an open source machine-learning algorithm, the ORTools software suite from the Google AI division of Alphabet Inc. This allowed the creation of customized models to optimize the efficiency of operating room booking times, which resulted in a reduction in nursing overtime of 21% - a theoretical cost savings of $469 000 over 3 years. |*Appointments and Schedules[MESH] |*Machine Learning[MESH] |COVID-19[MESH] |Coronavirus Infections/epidemiology/*prevention & control[MESH] |Efficiency, Organizational/*statistics & numerical data[MESH] |Elective Surgical Procedures/*statistics & numerical data[MESH] |Female[MESH] |Humans[MESH] |Male[MESH] |Ontario[MESH] |Operating Rooms/*organization & administration[MESH] |Operative Time[MESH] |Pandemics/*prevention & control/statistics & numerical data[MESH]Can machine learning optimize the efficiency of the operating room in (epmc).pdf DeepDyve Pubget Overpricing