scholarly journals A Novel Clinical Decision Support System for Diagnosis and Treatment of Heart Failure: Concordance with Expert Decision

2019 ◽  
Vol 25 (8) ◽  
pp. S120-S121
Author(s):  
Demir Baykal ◽  
Gorica Malisanovic ◽  
Nirav Raval
Author(s):  
Asunción Albert ◽  
Antonio J. Serrano ◽  
Emilio Soria ◽  
Nicolás Victor Jiménez

In this chapter, authors develop a system for prevention and detection of congestive heart failure and fibrillation. Due to its narrow therapeutic range more than 10% of the patients treated with DGX can suffer toxic effects, but it is estimated that half of the cases of digitalis toxicity could be prevented. Two multivariate models were developed to prevent digitalis toxicity.


2020 ◽  
Author(s):  
Libor Hart ◽  
Alexandra Polášková ◽  
Petr Schalek

Abstract Background: Rhinosinusitis is an inflammation of the sinonasal cavity which affects roughly one in seven people. Acute rhinosinusitis (ARS) is mostly, apart from allergic etiology, caused by a viral infection and, in some cases (0.2 - 2 %), by a bacterial superinfection. Antibiotics, indicated only in rare cases according to EPOS guidelines, are nevertheless prescribed in more than 80% of ARS cases, which increases the resistant bacterial strains in the population. Results: We have developed the clinical decision support system (CDSS) RHINA, which helps general physicians to decide whether or not to prescribe antibiotics in patients with rhinosinusitis. In a retrospective study of a total of 1,465 patients with rhinosinusitis, the CDSS RHINA presented a 90.2% consistency with the diagnosis and treatment made by the ENT specialist. Conclusion: Patients assessed with the assistance of our CDSS RHINA would decrease the over-prescription of antibiotics, which in turn would help to reduce the bacterial resistance to the most commonly prescribed antibiotics.


2021 ◽  
Author(s):  
Libor Hart ◽  
Alexandra Polášková ◽  
Petr Schalek

Abstract Background: Rhinosinusitis is an inflammation of the sinonasal cavity which affects roughly one in seven people per year. Upper respiratory tract infection (RTI) is mostly, apart from allergic etiology, caused by a viral infection and, in some cases (0.2 - 2 %), by a bacterial superinfection. Antibiotics, indicated only in rare cases according to EPOS guidelines, are nevertheless prescribed in more than 80% of ARS cases, which increases the resistant bacterial strains in the population. Methods: We have designed a clinical decision support system (CDSS), RHINA, based on a web application created in HTML 5, using JavaScript, jQuery, CCS3 and PHP scripting language. The presented CDSS RHINA helps general physicians to decide whether or not to prescribe antibiotics in patients with rhinosinusitis.Results: In a retrospective study of a total of 1,465 patients with rhinosinusitis, the CDSS RHINA presented a 90.2% consistency with the diagnosis and treatment made by the ENT specialist. Conclusion: Patients assessed with the assistance of our CDSS RHINA would decrease the over-prescription of antibiotics, which in turn would help to reduce the bacterial resistance to the most commonly prescribed antibiotics.


2021 ◽  
Vol 21 (1) ◽  
Author(s):  
L. Hart ◽  
A. Polášková ◽  
P. Schalek

Abstract Background Rhinosinusitis is an inflammation of the sinonasal cavity which affects roughly one in seven people per year. Acute rhinosinusitis (ARS) is mostly, apart from allergic etiology, caused by a viral infection and, in some cases (30–50%), by a bacterial superinfection. Antibiotics, indicated only in rare cases according to EPOS guidelines, are nevertheless prescribed in more than 80% of ARS cases, which increases the resistant bacterial strains in the population. Methods We have designed a clinical decision support system (CDSS), RHINA, based on a web application created in HTML 5, using JavaScript, jQuery, CCS3 and PHP scripting language. The presented CDSS RHINA helps general physicians to decide whether or not to prescribe antibiotics in patients with rhinosinusitis. Results In a retrospective study of a total of 1465 patients with rhinosinusitis, the CDSS RHINA presented a 90.2% consistency with the diagnosis and treatment made by the ENT specialist. Conclusion Patients assessed with the assistance of our CDSS RHINA would decrease the over-prescription of antibiotics, which in turn would help to reduce the bacterial resistance to the most commonly prescribed antibiotics.


2011 ◽  
pp. 1263-1283
Author(s):  
Asunción Albert ◽  
Antonio J. Serrano ◽  
Emilio Soria ◽  
Nicolás Victor Jiménez

In this chapter, authors develop a system for prevention and detection of congestive heart failure and fibrillation. Due to its narrow therapeutic range more than 10% of the patients treated with DGX can suffer toxic effects, but it is estimated that half of the cases of digitalis toxicity could be prevented. Two multivariate models were developed to prevent digitalis toxicity.


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