Towards automated solutions for predictive monitoring of neonates

Rohan Joshi

Towards automated solutions for predictive monitoring of neonates

Rohan Joshi

Onderzoeksoutput: Scriptie › Dissertatie 1 (Onderzoek TU/e / Promotie TU/e)

1892 Downloads (Pure)

Originele taal-2	Engels
Kwalificatie	Doctor in de Filosofie
Toekennende instantie	Industrial Design
Begeleider(s)/adviseur	Feijs, Loe M.G., Promotor van Huffel, Sabine, Promotor Andriessen, Peter, Co-Promotor van Pul, Carola, Co-Promotor
Datum van toekenning	30 aug. 2019
Plaats van publicatie	Eindhoven
Uitgever	Technische Universiteit Eindhoven
Gedrukte ISBN's	978-94-6323-707-9
Status	Gepubliceerd - 30 aug. 2019

Bibliografische nota

Proefschrift

Toegang tot document

20190830_JoshiDefinitieve gepubliceerde versie, 9,83 MB

Andere bestanden en links

Perinatal Medicine
van der Hout-van der Jagt, B. (Content manager) & Delvaux, E. (Content manager)
Impact: Research Topic/Theme (at group level)

Citeer dit

@phdthesis{7027708b4f7e48f4b3d382ef212420b5,

title = "Towards automated solutions for predictive monitoring of neonates",

keywords = "patient monitoring, predictive monitoring, alarm fatigue, Kangaroo care, ballistography, Sepsis, respiration monitoring, heart rate variability, unobtrusive monitoring, wearable sensors, regression, Logistic regression, GLMM, Bayesian model, machine learning, Clinical Decision Support, NICU, preterm infants, neonates, prematurity, decision trees, Autonomic regulation, heart rate decelerations, cardiorespiratory coupling, cardiorespiratory instability",

author = "Rohan Joshi",

note = "Proefschrift",

year = "2019",

month = aug,

day = "30",

language = "English",

isbn = "978-94-6323-707-9",

publisher = "Technische Universiteit Eindhoven",

type = "Phd Thesis 1 (Research TU/e / Graduation TU/e)",

school = "Industrial Design",

}

TY - THES

T1 - Towards automated solutions for predictive monitoring of neonates

AU - Joshi, Rohan

N1 - Proefschrift

PY - 2019/8/30

Y1 - 2019/8/30

KW - patient monitoring

KW - predictive monitoring

KW - alarm fatigue

KW - Kangaroo care

KW - ballistography

KW - Sepsis

KW - respiration monitoring

KW - heart rate variability

KW - unobtrusive monitoring

KW - wearable sensors

KW - regression

KW - Logistic regression

KW - GLMM

KW - Bayesian model

KW - machine learning

KW - Clinical Decision Support

KW - NICU

KW - preterm infants

KW - neonates

KW - prematurity

KW - decision trees

KW - Autonomic regulation

KW - heart rate decelerations

KW - cardiorespiratory coupling

KW - cardiorespiratory instability

M3 - Phd Thesis 1 (Research TU/e / Graduation TU/e)

SN - 978-94-6323-707-9

PB - Technische Universiteit Eindhoven

CY - Eindhoven

ER -

Towards automated solutions for predictive monitoring of neonates

Bibliografische nota

Toegang tot document

Andere bestanden en links

Impact

Perinatal Medicine

Citeer dit