Analysis and preparation of data from Stroke.md database when creating a stroke prediction model
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2021-06-13 10:44
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COJOCARU, Svetlana; GAINDRIC, Constantin; MAGARIU, Galina; VERLAN, Tatiana. Analysis and preparation of data from Stroke.md database when creating a stroke prediction model. In: Conference on Mathematical Foundations of Informatics. 2-6 iulie 2018, Chișinău. Chișinău: "VALINEX" SRL, 2018, pp. 51-66. ISBN 978‐9975‐4237‐7‐9.
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Conference on Mathematical Foundations of Informatics 2018
Conferința "Conference on Mathematical Foundations of Informatics"
2018, Chișinău, Moldova, 2-6 iulie 2018

Analysis and preparation of data from Stroke.md database when creating a stroke prediction model


Pag. 51-66

Cojocaru Svetlana, Gaindric Constantin, Magariu Galina, Verlan Tatiana
 
Vladimir Andrunakievich Institute of Mathematics and Computer Science
 
Disponibil în IBN: 3 iulie 2018


Rezumat

Data preparation when creating a prediction model in medicine, is the most time-consuming and labour-intensive stage. To the most degree the model performance depends on data quality. This work describes the process of data analysis and preparation, and features selection at stroke prediction model creation.

Cuvinte-cheie
data preparation, features selection, stroke prediction model,

data analysis