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Computational Aspects and Statistical Models in Sleeping Disorders; an Apriori Algorithm Approach | ||
Journal of Advanced Medical Sciences and Applied Technologies | ||
دوره 6، شماره 1، اسفند 2021، صفحه 5-13 اصل مقاله (751.51 K) | ||
نوع مقاله: Original Article | ||
شناسه دیجیتال (DOI): 10.30476/jamsat.2021.48381 | ||
نویسندگان | ||
Mani Butwall1؛ Kinshuk Gaurav Singh1؛ Raj Pujara1؛ Pranav Modi1؛ Harshvardhan Sharma1؛ Arsh Vishwakarma1؛ Iman Salehi2؛ Mohammad Javad Gholamzadeh3؛ Ali-Mohammad Kamali2، 4؛ Milad Kazemiha2، 4؛ Prasun Chakrabarti5؛ Mohammad Nami* 2، 4، 6 | ||
1Department of Computer Science, ITM (SLS) Baroda University, Vadodara, India | ||
2DANA Brain Health Institute, Iranian Neuroscience Society-Fars Chapter, Shiraz, Iran | ||
3Students' Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran | ||
4Department of Neuroscience, School of Advanced Medical Sciences and Technologies, Shiraz University of Medical Sciences, Shiraz, Iran | ||
5Provost, Techno India JNR, Institute of Technology, Udaipur 313003, Rajasthan, India | ||
6Neuroscience Center, Instituto de Investigaciones Científicas y Servicios de Alta Tecnología (INDICASAT AIP), City of Knowledge, Panama City, Republic of Panama | ||
چکیده | ||
Sleep disorders are very common in today’s world as we all are living a relatively competitive life; where we undervalue our mental health. There are some sleep disorders that share almost similar symptoms yet various pathological underpinnings leading to clinical misjudgments; thereby resulting in the inappropriate treatments. The present study has attempted to investigate possible correlation between various types of sleep predicaments. To do so; we used multiple statistical analysis algorithms as well as prediction models on our database and performed manual testing to draw our conclusion. Our analyses revealed that sleep disorders; and namely sleep apnea-hypopnea syndrome; tend to present with related comorbidities | ||
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