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Akademický článek

Automated remote sleep monitoring needs uncertainty quantification.

Autor: Heremans ERM; Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium., Van den Bulcke L; Neuropsychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium., Seedat N; Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK., Devulder A; Department of Neurology, University Hospitals Leuven, Leuven, Belgium., Borzée P; Department of Pneumology, University Hospitals Leuven, Leuven, Belgium., Buyse B; Department of Pneumology, University Hospitals Leuven, Leuven, Belgium., Testelmans D; Department of Pneumology, University Hospitals Leuven, Leuven, Belgium., Van Den Bossche M; Neuropsychiatry, Department of Neurosciences, KU Leuven, Leuven, Belgium., van der Schaar M; Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK., De Vos M; Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium.; Department of Regeneration, KU Leuven, Leuven, Belgium.

Publikováno v: Journal of sleep research [J Sleep Res] 2024 Aug 07, pp. e14300. Date of Electronic Publication: 2024 Aug 07.

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Akademický článek

Modeling disagreement in automatic data labeling for semi-supervised learning in Clinical Natural Language Processing.

Autor: Liu H; Department of Computing, Imperial College London, London, United Kingdom., Seedat N; Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom., Ive J; School of Electronic Engineering and Computer Science, Queen Mary University of London, London, United Kingdom.

Publikováno v: Frontiers in artificial intelligence [Front Artif Intell] 2024 Oct 02; Vol. 7, pp. 1374162. Date of Electronic Publication: 2024 Oct 02 (Print Publication: 2024).

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Akademický článek

Generalization-a key challenge for responsible AI in patient-facing clinical applications.

Autor: Goetz L; Artificial Intelligence and Machine Learning, GSK, London, UK. lea.x.goetz@gsk.com., Seedat N; Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK. ns741@cam.ac.uk., Vandersluis R; Artificial Intelligence and Machine Learning, GSK, London, UK., van der Schaar M; Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, UK.; Cambridge Centre for AI in Medicine, University of Cambridge, Cambridge, UK.

Publikováno v: NPJ digital medicine [NPJ Digit Med] 2024 May 21; Vol. 7 (1), pp. 126. Date of Electronic Publication: 2024 May 21.

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Akademický článek

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Akademický článek

Techno-economic analysis of methanol synthesis from syngas derived from steam reforming of crude glycerol.

Autor: Kgwedi, P. C., Seedat, N., Fajimi, L. I., Patel, B., Oboirien, B. O.

Publikováno v: Biomass Conversion & Biorefinery; Nov2023, Vol. 13 Issue 17, p16179-16196, 18p

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Akademický článek

U-PASS: An uncertainty-guided deep learning pipeline for automated sleep staging.

Autor: Heremans ERM; KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, B-3001 Leuven, Belgium. Electronic address: elisabeth.heremans@kuleuven.be., Seedat N; University of Cambridge, Cambridge CB2 1TN, UK., Buyse B; UZ Leuven, Department of Pneumology, Herestraat 49, B-3000 Leuven, Belgium., Testelmans D; UZ Leuven, Department of Pneumology, Herestraat 49, B-3000 Leuven, Belgium., van der Schaar M; University of Cambridge, Cambridge CB2 1TN, UK., De Vos M; KU Leuven, Department of Electrical Engineering (ESAT), STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, Kasteelpark Arenberg 10, B-3001 Leuven, Belgium. Electronic address: maarten.devos@kuleuven.be.

Publikováno v: Computers in biology and medicine [Comput Biol Med] 2024 Mar; Vol. 171, pp. 108205. Date of Electronic Publication: 2024 Feb 23.

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