Using Under-Trained Deep Ensembles to Learn Under Extreme Label Noise: A Case Study for Sleep Apnea Detection

Autor: Konstantinos Nikolaidis, Thomas Plagemann, Stein Kristiansen, Vera Goebel, Mohan Kankanhalli

Publikováno v: IEEE Access, Vol 9, Pp 45919-45934 (2021)

Improper or erroneous labelling can pose a hindrance to reliable generalization for supervised learning. This can have negative consequences, especially for critical fields such as healthcare. We propose an effective new approach for learning under e

Externí odkaz: https://doaj.org/article/c9e4cc1dd5804c5ea9726b2979d02102

Data Mining for Patient Friendly Apnea Detection

Autor: Stein Kristiansen, Mari Sonsteby Hugaas, Vera Goebel, Thomas Plagemann, Konstantinos Nikolaidis, Knut Liestol

Publikováno v: IEEE Access, Vol 6, Pp 74598-74615 (2018)

Obstructive sleep apnea (OSA) is a common but severely under-diagnosed sleep disorder that affects the natural breathing cycle during sleep with the periods of reduced respiration or no airflow at all. It is our long-term goal to increase the percent

Externí odkaz: https://doaj.org/article/5f017b366159495080be937afdcc6517

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DETERMINANTS OF ENTREPRENEURIAL INTENTION: The Case of Norwegian Students

Autor: Nurul Indarti, Stein Krinstiansen

Publikováno v: Gadjah Mada International Journal of Business, Vol 5, Iss 1, Pp 79-95 (2003)

This paper aims to identify determinants of entrepreneurial intentions among young people. The empirical basis is Norwegian students, while an objective is also to create a basis for comparative studies among different economic and cultural contexts.

Externí odkaz: https://doaj.org/article/08aabac779f5411998559adfa7dbb398

German and Italian validation of the Dyadic Coping Inventory-Sexual Minority Stress (DCI-SMS) scale.

Autor: Randall AK; School of Counseling and Counseling Psychology, Arizona State University., Liekmeier E; Institute of Psychology, University of Lausanne., Totenhagen CJ; Department of Human Development and Family Studies, University of Alabama., Lannutti PJ; Center for Human Sexuality Studies, Widener University., Leon GA; Department of Psychology, University of Southern California., Siegel M; Department of Clinical and Health Psychology, University of Vienna., Ditzen B; Institute of Medical Psychology, Heidelberg University Hospital, Heidelberg University., Baiocco R; Department of Developmental and Social Psychology, Sapienza University of Rome., Chiarolanza C; Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome., Meuwly N; Department of Psychology, University of Fribourg., Zemp M; Department of Clinical and Health Psychology, University of Vienna., Fischer MS; Department of Psychology, Philipps-Universitat Marburg., van Stein KR; Institute of Medical Psychology, Heidelberg University Hospital, Heidelberg University., Baldi M; Department of Psychology, Sapienza University of Rome., Isolani S; Department of Developmental and Social Psychology, Sapienza University of Rome., Masturzi A; Department of Dynamic and Clinical Psychology, and Health Studies, Sapienza University of Rome., Pistella J; Department of Developmental and Social Psychology, Sapienza University of Rome., Gandhi Y; School of Counseling and Counseling Psychology, Arizona State University., Rosta-Filep O; Doctoral School, Semmelweis University., Martos T; Institute of Psychology, University of Szeged., Bodenmann G; Department of Psychology, University of Zurich.

Publikováno v: Journal of family psychology : JFP : journal of the Division of Family Psychology of the American Psychological Association (Division 43) [J Fam Psychol] 2024 Jun; Vol. 38 (4), pp. 627-642. Date of Electronic Publication: 2024 Apr 18.