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2208.06991
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Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers
15 August 2022
Jathurshan Pradeepkumar
Mithunjha Anandakumar
Vinith Kugathasan
Dhinesh Suntharalingham
S. L. Kappel
A. D. Silva
Chamira U. S. Edussooriya
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Papers citing
"Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers"
10 / 10 papers shown
Title
Learning Compositional Transferability of Time Series for Source-Free Domain Adaptation
Hankang Sun
Guiming Li
Su Yang
Baoqi Li
AI4TS
TTA
56
0
0
21 Apr 2025
Single-Channel EEG Tokenization Through Time-Frequency Modeling
Jathurshan Pradeepkumar
Xihao Piao
Zheng Chen
Jimeng Sun
36
1
0
22 Feb 2025
sDREAMER: Self-distilled Mixture-of-Modality-Experts Transformer for Automatic Sleep Staging
Jingyuan Chen
Yuan Yao
Mie Anderson
Natalie Hauglund
Celia Kjaerby
Verena Untiet
Maiken Nedergaard
Jiebo Luo
41
1
0
28 Jan 2025
wav2sleep: A Unified Multi-Modal Approach to Sleep Stage Classification from Physiological Signals
Jonathan Carter
Lionel Tarassenko
MLAU
38
0
0
07 Nov 2024
Automatic Classification of Sleep Stages from EEG Signals Using Riemannian Metrics and Transformer Networks
Mathieu Seraphim
Alexis Lechervy
Florian Yger
Luc Brun
Olivier Etard
15
1
0
18 Oct 2024
WaveSleepNet: An Interpretable Network for Expert-like Sleep Staging
Yan Pei
Wei Luo
34
0
0
11 Apr 2024
CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities
Konstantinos Kontras
Christos Chatzichristos
Huy P Phan
Johan A. K. Suykens
Marina De Vos
AI4TS
19
11
0
27 Mar 2023
A Knowledge Distillation Framework For Enhancing Ear-EEG Based Sleep Staging With Scalp-EEG Data
Mithunjha Anandakumar
Jathurshan Pradeepkumar
S. L. Kappel
Chamira U. S. Edussooriya
A. D. Silva
9
2
0
27 Oct 2022
Transformers in Medical Imaging: A Survey
Fahad Shamshad
Salman Khan
Syed Waqas Zamir
Muhammad Haris Khan
Munawar Hayat
F. Khan
H. Fu
ViT
LM&MA
MedIm
106
653
0
24 Jan 2022
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
283
5,723
0
29 Apr 2021
1