Utilizing machine learning to predict episodes of atrial fibrillation based on sleep parameters extracted from an in-bed sleep sensor

Mathushan Gunasegaram; Birthe Dinesen; Kristine Røge; Dorthe Svenstrup; Lars Frost; Andy Eie Albertsen; Mads Rovsing Jochumsen

Utilizing machine learning to predict episodes of atrial fibrillation based on sleep parameters extracted from an in-bed sleep sensor

Bidragets oversatte titel: Brug af maskinlæring til at forudsige episoder af atrieflimren baseret på søvnparametre udtrukket fra en søvnsensor

Mathushan Gunasegaram, Birthe Dinesen, Kristine Røge, Dorthe Svenstrup, Lars Frost, Andy Eie Albertsen, Mads Rovsing Jochumsen

Publikation: Konferencebidrag uden forlag/tidsskrift › Konferenceabstrakt til konference › Forskning

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Bidragets oversatte titel	Brug af maskinlæring til at forudsige episoder af atrieflimren baseret på søvnparametre udtrukket fra en søvnsensor
Originalsprog	Engelsk
Publikationsdato	okt. 2024
Status	Udgivet - okt. 2024
Begivenhed	Dansk Medicoteknisk selskab - Vingsted Hotel & Konference Center , 7182 Bredsten, Danmark Varighed: 9 okt. 2024 → 9 okt. 2024

Konference

Konference	Dansk Medicoteknisk selskab
Lokation	Vingsted Hotel & Konference Center
Land/Område	Danmark
By	7182 Bredsten
Periode	09/10/2024 → 09/10/2024

Emneord

Machine Learning
Sleep sensor
Atrial Fibrillation
sleep quality
Monitoring
Telerehabilitation
Screening tool

Adgang til dokumentet

Mathushan_Gunasegaram_abstractAccepteret manuskript, 145 KB

AUB Link

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Citationsformater

@conference{c5d6ea86989f4bca845a9fa2c8c9bf77,

title = "Utilizing machine learning to predict episodes of atrial fibrillation based on sleep parameters extracted from an in-bed sleep sensor",

keywords = "Machine Learning, Sleep sensor, Atrial Fibrillation, sleep quality, Monitoring, Telerehabilitation, Screening tool",

author = "Mathushan Gunasegaram and Birthe Dinesen and Kristine R{\o}ge and Dorthe Svenstrup and Lars Frost and Albertsen, {Andy Eie} and Jochumsen, {Mads Rovsing}",

year = "2024",

month = oct,

language = "English",

note = "Dansk Medicoteknisk selskab ; Conference date: 09-10-2024 Through 09-10-2024",

}

Utilizing machine learning to predict episodes of atrial fibrillation based on sleep parameters extracted from an in-bed sleep sensor. / Gunasegaram, Mathushan ; Dinesen, Birthe; Røge, Kristine et al.
2024. Abstract fra Dansk Medicoteknisk selskab, 7182 Bredsten, Danmark.

Publikation: Konferencebidrag uden forlag/tidsskrift › Konferenceabstrakt til konference › Forskning

TY - ABST

T1 - Utilizing machine learning to predict episodes of atrial fibrillation based on sleep parameters extracted from an in-bed sleep sensor

AU - Gunasegaram, Mathushan

AU - Dinesen, Birthe

AU - Røge, Kristine

AU - Svenstrup, Dorthe

AU - Frost, Lars

AU - Albertsen, Andy Eie

AU - Jochumsen, Mads Rovsing

PY - 2024/10

Y1 - 2024/10

KW - Machine Learning

KW - Sleep sensor

KW - Atrial Fibrillation

KW - sleep quality

KW - Monitoring

KW - Telerehabilitation

KW - Screening tool

M3 - Conference abstract for conference

T2 - Dansk Medicoteknisk selskab

Y2 - 9 October 2024 through 9 October 2024

ER -