Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning

30 July 2019

Oliver Y. Chén

Papers citing "Towards More Accurate Automatic Sleep Staging via Deep Transfer Learning"

11 / 11 papers shown

Title
aSAGA: Automatic Sleep Analysis with Gray Areas M. Rusanen Gabriel Jouan R. Huttunen Sami Nikkonen Sigríður Sigurðardóttir ... E. S. Arnardóttir T. Leppänen A. Islind S. Kainulainen H. Korkalainen 26 4 0 03 Oct 2023
PrecTime: A Deep Learning Architecture for Precise Time Series Segmentation in Industrial Manufacturing Operations S. Gaugel M. Reichert AI4TS 27 16 0 27 Jan 2023
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers Jathurshan Pradeepkumar Mithunjha Anandakumar Vinith Kugathasan Dhinesh Suntharalingham S. L. Kappel A. D. Silva Chamira U. S. Edussooriya 31 31 0 15 Aug 2022
Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring Jeroen Van Der Donckt Jonas Van Der Donckt Emiel Deprost N. Vandenbussche Michael Rademaker Gilles Vandewiele Sofie Van Hoecke 24 35 0 15 Jul 2022
A Review of Deep Transfer Learning and Recent Advancements Mohammadreza Iman Khaled Rasheed H. Arabnia 18 353 0 19 Jan 2022
Feature matching as improved transfer learning technique for wearable EEG E. Heremans Huy P Phan A. Ansari Pascal Borzée B. Buyse D. Testelmans M. D. Vos OOD 18 10 0 29 Dec 2021
DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model with Uncertainty Estimates Luigi Fiorillo Paolo Favaro F. Faraci 24 79 0 24 Aug 2021
ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training Emadeldeen Eldele Mohamed Ragab Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li Cuntai Guan OOD 22 39 0 09 Jul 2021
SleepTransformer: Automatic Sleep Staging with Interpretability and Uncertainty Quantification Huy P Phan Kaare B. Mikkelsen Oliver Y. Chén P. Koch Alfred Mertins M. D. Vos 13 182 0 23 May 2021
Interpretable Deep Learning for the Remote Characterisation of Ambulation in Multiple Sclerosis using Smartphones Andrew P. Creagh F. Lipsmeier M. Lindemann M. D. Vos 24 17 0 16 Mar 2021
RobustSleepNet: Transfer learning for automated sleep staging at scale Antoine Guillot Valentin Thorey OOD 40 83 0 07 Jan 2021