Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...
Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...
Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...
Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...
Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...
Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...
Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...
Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...
Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...
Christensen, Julie Anja Engelhard Zoetmulder, Marielle Koch, Henriette Frandsen, Rune Arvastson, Lars Johan Christensen, Søren Ro Jennum, Poul Sørensen, Helge Bjarup Dissing
Background: Manual scoring of sleep relies on identifying certain characteristics in polysomnograph (PSG) signals. However, these characteristics are disrupted in patients with neurodegenerative diseases. New method: This study evaluates sleep using a topic modeling and unsupervised learning approach to identify sleep topics directly from electroen...