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Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers

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
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
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
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
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
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
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
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
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
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