Susceptibility Testing Instrumentation and Computerized Expert Systems for Data Analysis and Interpretation

2018 ◽  
Vol 226 ◽  
pp. 04001 ◽  
Author(s):  
Marina A. Ganzhur ◽  
Aleksei P. Ganzhur ◽  
Olga V. Smirnova

This work is devoted to solving the problem of modeling critical systems based on the use of modified Petri nets. The dual (binary) Petri net one of the modifications, which allows us to view inversing events at the same time, solving the problem with the possibility of deadlocks. Construction of schemes using fuzzy logic makes it possible to calculate the values of linguistic variables obtained knowledge. Petri dual network allows you to organize the exclusion of negative events by introducing additional links. In accordance with the rules, it is possible to construct a dual fuzzy Petri net, which involves the use of maximum and minimum transitions or appropriate logical calculations of conjunctions and disjunctions. Transition from classical Petri nets to dual fuzzy nets, realizes fuzzy knowledge of logical deriving that gives the chance in construction of expert systems with fuzzy logic solving a problem of data analysis.


Author(s):  
Ana Silva-Dias ◽  
Blanca Pérez-Viso ◽  
Inês Martins-Oliveira ◽  
Rosário Gomes ◽  
Acácio G Rodrigues ◽  
...  

The ultra-rapid antimicrobial susceptibility test FASTinov® flow cytometry kit was directly evaluated on positive blood cultures (BC) at two sites: i) FASTinov® in Porto (Portugal) using spiked BC with well-characterized bacteria and ii) Ramon y Cajal University hospital in Madrid (Spain) using patients positive BC. Two kits were evaluated, FAST gramneg ( Enterobacterales , Pseudomonas , Acinetobacter ) and FAST grampos ( Staphylococcus , Enterococcus ). A dedicated software for cytometric data analysis and interpretative reporting, both using CLSI and EUCAST criteria, were used. The FAST gramneg kit also provides information about the presence of resistant mechanisms, including ESBLs and carbapenemases. After 1-h incubation at 37°C bacteria were analysed by CytoFLEX® cytometer (Beckman, CA). Disk diffusion was performed as reference susceptibility method. Overall, 447 positive BC were included, 100 from hospitalized patients. Categorical agreement for FAST gramneg panel was 96.8% for EUCAST and 96.4% for CLSI. For FAST grampos panel it was 98.6% when using both criteria. Using EUCAST criteria the percentage of errors for FAST gramneg panel was 2.1% minor errors (mE), 1.3% major errors (ME) and 0.6% very major errors (VME). Concerning CLSI, 2.9% mE, 0.9% ME and 0.4% VME were found. VMEs were mainly observed with amoxicillin-clavulanate, cefotaxime, ceftazidime and gentamicin. FAST grampos panel showed 0.3% mE, 1.4% ME and 0.4% VME using EUCAST criteria (VME regarded gentamicin and Staphylococcus ) while 0.4% mE, 1.4% ME and no VME when using CLSI criteria. FASTinov® flow cytometry kits represent a rapid alternative for direct antimicrobial susceptibility testing from positive BC, showing time-to-results <2-h, which can be used to personalized antibiotics and stewardship practices.


2003 ◽  
Author(s):  
A. Duhamel ◽  
P. Roussel ◽  
C. Robert ◽  
L. Moussu

Geografie ◽  
1992 ◽  
Vol 97 (4) ◽  
pp. 253-260
Author(s):  
Jaromír Kolejka

The advanced GIS are equipped both by a database and a knowledge base. The knowledge base contains a system of rules for the purpose oriented data management and processing, which simulate the process of decision-making carried out by an expert. The principles of and experience with expert system creation are described. The expert system applications were tested in the territorial data analysis, the natural phenomena modelling, the remotely sensed data interpretation, the cartographic processes, the artifical intelligence experiments, etc.


1984 ◽  
Vol 1 (3) ◽  
pp. 2-10 ◽  
Author(s):  
D.J. Hand

AbstractStatistical expert systems are attracting increasing attention as a possible way to alleviate the shortage of expert consultant statisticians. This paper summarises the requirements of such systems, showing how the demands of data analysis are different from those of other fields, and describes some recent work.


1987 ◽  
Vol 20 (10) ◽  
pp. 83-85
Author(s):  
M. Egea ◽  
J.-P. Marciano

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