Literature DB >> 32570441

Case-Based Reasoning for Support of the Diagnostics of Cardiovascular Diseases.

Zuzana Tocimáková1, L'udmila Pusztová1, Ján Paralič1, Dominik Pella2.   

Abstract

In this paper we present a decision support system, which has been designed and implemented on the case-based reasoning principles. Our decision support system is being implemented in tight cooperation with the cardiologist, who represents the main future users of the system. Our system enables its user to find the most similar historical cases to a new patient, suggest the most probable result of the potential coronary angiography examination and also provide various useful visualizations to the cardiologist, who is responsible for the final decision about recommending the coronary angiography or not for the new patient. The first response from the cardiologist about our system is very promising.

Entities:  

Keywords:  Case-based reasoning; Medical diagnostics; k-Nearest Neighbors

Year:  2020        PMID: 32570441     DOI: 10.3233/SHTI200218

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  1 in total

1.  The possible role of machine learning in detection of increased cardiovascular risk patients - KSC MR Study (design).

Authors:  Daniel Pella; Stefan Toth; Jan Paralic; Jozef Gonsorcik; Jan Fedacko; Peter Jarcuska; Dominik Pella; Zuzana Pella; Frantisek Sabol; Monika Jankajova; Gabriel Valocik; Alina Putrya; Andrea Kirschová; Lukas Plachy; Miroslava Rabajdova; Mikulas Hunavy; Bibiana Kafkova; Ivan Doci; Silvia Timkova; Mariana Dvorožňáková; Frantisek Babic; Peter Butka; Lucia Dimunova; Maria Marekova; Zuzana Paralicova; Jaroslav Majernik; Jan Luczy; Jakub Janosik; Martin Kmec
Journal:  Arch Med Sci       Date:  2020-09-21       Impact factor: 3.707

  1 in total

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