A MACHINE LEARNING ALGORITHM TO PREDICT SHORT-TERM PHENOCONVERSION FROM POLYSOMNOGRAPHY IN ISOLATED REM SLEEP BEHAVIOR DISORDER

被引：0
|
作者：
Portscher, A. [1 ,2 ]
Angerbauer, R. [1 ]
Ibrahim, A. [1 ]
Feuerstein, S. [1 ,2 ]
Egger, K. [1 ]
Brandauer, E. [1 ]
Bergmann, M. [1 ]
Hoegl, B. [1 ]
Stefani, A. [1 ]
Rodriguez-Sanchez, A. [2 ]
Cesari, M. [1 ]
机构：
[1] Med Univ Innsbruck, Dept Neurol, Innsbruck, Austria
[2] Univ Innsbruck, Dept Comp Sci, Innsbruck, Austria
来源：
SLEEP MEDICINE | 2024年 / 115卷
关键词：
D O I：
暂无
中图分类号：
R74 [神经病学与精神病学];
学科分类号：
摘要：
引用
收藏
页码：300 / 301
页数：2
相关论文
共 50 条
  • [1] Machine Learning Predicts Phenoconversion from Polysomnography in Isolated REM Sleep Behavior Disorder
    Cesari, Matteo
    Portscher, Andrea
    Stefani, Ambra
    Angerbauer, Raphael
    Ibrahim, Abubaker
    Brandauer, Elisabeth
    Feuerstein, Simon
    Egger, Kristin
    Hoegl, Birgit
    Rodriguez-Sanchez, Antonio
    BRAIN SCIENCES, 2024, 14 (09)
  • [2] Deep learning in molecular imaging of REM sleep behavior disorder: Can it predict phenoconversion?
    Lopes, Leonor
    Ge, Jingjie
    Lu, Jiaying
    Schaefer, Carolin
    Hong, Jimin
    Xu, Qian
    Wang, Jing
    Wu, Jianjun
    Wang, Jian
    Bassetti, Claudio
    Rominger, Axel
    Yu, Huan
    Zuo, Chuantao
    Wu, Ping
    Shi, Kuangyu
    JOURNAL OF SLEEP RESEARCH, 2024, 33
  • [3] Phenoconversion in Women and Men With Isolated REM Sleep Behavior Disorder
    Alexandres, Christina A.
    McCarter, Stuart J.
    Tabatabai, Grace M.
    LeClair-Visonneau, Laurene
    Feemster, John C.
    Gossard, Thomas R.
    Strainis, Emma P.
    Jagielski, Jack T.
    Kelleher, Makayla R.
    Finstuen, Thomas
    Ali, Farwa
    Botha, Hugo
    Graff-Radford, Jonathan
    Olson, Eric J.
    Sandness, David J.
    Morgenthaler, Timothy J.
    Kantarci, Kejal
    Savica, Rodolfo
    Singer, Wolfgang
    Covassin, Naima
    Somers, Virend K.
    Kirkland, James L.
    Junna, Mithri
    Lipford, Melissa
    Matarese, Christine A.
    Moore, James L.
    Tippmann-Peikert, Maja
    Carvalho, Diego Z.
    Boeve, Bradley F.
    Silber, Michael H.
    St Louis, Erik K.
    NEUROLOGY, 2024, 103 (10)
  • [4] AUTONOMIC DYSFUNCTION AND PHENOCONVERSION IN IDIOPATHIC/ISOLATED REM SLEEP BEHAVIOR DISORDER
    McCarter, S.
    Gehrking, T.
    St Louis, E.
    Suarez, M.
    Boeve, B.
    Silber, M.
    Low, P.
    Singer, W.
    SLEEP, 2020, 43 : A300 - A300
  • [5] Increased Transferrin Sialylation Predicts Phenoconversion in Isolated REM Sleep Behavior Disorder
    Ganapathy S., Ranjani
    Levova, Katerina
    Kotackova, Lenka
    Trnka, Jiri
    Zogala, David
    Rusz, Jan
    Zima, Tomas
    Devos, David
    Sonka, Karel
    Ruzicka, Evzen
    Kalousova, Marta
    Dusek, Petr
    MOVEMENT DISORDERS, 2022, 37 (05) : 983 - 992
  • [6] Longitudinal network changes and phenoconversion risk in isolated REM sleep behavior disorder
    Tang, Chris C.
    Nakano, Yoshikazu
    Vo, An
    Nguyen, Nha
    Schindlbeck, Katharina A.
    Mattis, Paul J.
    Poston, Kathleen L.
    Gagnon, Jean-Francois
    Postuma, Ronald B.
    Niethammer, Martin
    Ma, Yilong
    Peng, Shichun
    Dhawan, Vijay
    Eidelberg, David
    NATURE COMMUNICATIONS, 2024, 15 (01)
  • [7] Clinical features and phenoconversion risk in women with isolated REM sleep behavior disorder
    Alexandres, C.
    McCarter, S.
    Tabatabai, G.
    Leclair-Visonneau, L.
    Feemster, J.
    Gossard, T.
    Timm, P.
    Sandness, D.
    Jagielski, J.
    Strainis, E.
    Carvalho, D.
    Junna, M.
    Lipford, M.
    Moore, J.
    Tippmann-Peikert, M.
    Silber, M.
    Boeve, B.
    St Louis, E.
    MOVEMENT DISORDERS, 2023, 38 : S414 - S414
  • [8] Continuous REM sleep without atonia quantification improves prediction of phenoconversion to α-synucleinopathies in isolated REM sleep behavior disorder
    Noh, Tae-Gon
    Lee, Seolah
    Lee, Yoonkyung
    Kim, Namoh
    Shin, Dae-Seop
    Shin, Jung-Hwan
    Byun, Jung-Ick
    Kim, Han-Joon
    Jung, Ki-Young
    SLEEP MEDICINE, 2025, 129 : 394 - 401
  • [9] HIGHER AMOUNTS OF REM SLEEP WITHOUT ATONIA PREDICT PHENOCONVERSION TO DEFINED NEURODEGENERATIVE DISORDERS IN IDIOPATHIC REM SLEEP BEHAVIOR DISORDER
    McCarter, S. J.
    Feemster, J. C.
    McCarter, A. R.
    Sandness, D. J.
    Timm, P. C.
    Teigen, L. N.
    Boeve, B. F.
    Silber, M. H.
    St Louis, E. K.
    SLEEP, 2018, 41 : A245 - A245
  • [10] Cuneus atrophy and Parkinsonian phenoconversion in cognitively unimpaired patients with isolated REM sleep behavior disorder
    Baun, Andreas Myhre
    Iranzo, Alex
    Terkelsen, Miriam Hojholt
    Stokholm, Morten Gersel
    Staer, Kristian
    Serradell, Monica
    Otto, Marit
    Svendsen, Kristina Bacher
    Garrido, Alicia
    Vilas, Dolores
    Santamaria, Joan
    Moller, Arne
    Gaig, Carles
    Brooks, David J.
    Borghammer, Per
    Tolosa, Eduardo
    Eskildsen, Simon Fristed
    Pavese, Nicola
    JOURNAL OF NEUROLOGY, 2025, 272 (01)
12345