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Part 1: Document Description
|
Citation |
|
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Title: |
Preprocessed SHHS1 dataset |
Identification Number: |
doi:10.21979/N9/EAMYFO |
Distributor: |
DR-NTU (Data) |
Date of Distribution: |
2022-03-08 |
Version: |
1 |
Bibliographic Citation: |
Eldele, Emadeldeen, 2022, "Preprocessed SHHS1 dataset", https://doi.org/10.21979/N9/EAMYFO, DR-NTU (Data), V1 |
Citation |
|
Title: |
Preprocessed SHHS1 dataset |
Identification Number: |
doi:10.21979/N9/EAMYFO |
Authoring Entity: |
Eldele, Emadeldeen (Nanyang Technological University) |
Software used in Production: |
AttnSleep |
Distributor: |
DR-NTU (Data) |
Access Authority: |
Eldele, Emadeldeen |
Depositor: |
Eldele, Emadeldeen |
Date of Deposit: |
2022-03-08 |
Holdings Information: |
https://doi.org/10.21979/N9/EAMYFO |
Study Scope |
|
Keywords: |
Computer and Information Science, Engineering, Computer and Information Science, Engineering, Sleep stage classification, SHHS |
Abstract: |
Preprocessed files of SHHS1 dataset used in AttnSleep work https://ieeexplore.ieee.org/document/9417097 |
Kind of Data: |
sleep stage classification |
Methodology and Processing |
|
Sources Statement |
|
Data Access |
|
Archive Where Study was Originally Stored: |
Sleep Heart Health Study <a href="https://sleepdata.org/datasets/shhs">https://sleepdata.org/datasets/shhs</a> |
Notes: |
This dataset is a pre-processed version from the original SHHS1 dataset. We provide this to help the research community in standardizing the pre-processing as a step toward a fair evaluation. To be granted access to this dataset, you need to have access to the original version (https://sleepdata.org/datasets/shhs) and email it to the first author. |
Other Study Description Materials |
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Related Publications |
|
Citation |
|
Identification Number: |
10.1109/TNSRE.2021.3076234 |
Bibliographic Citation: |
Eldele, E., Chen, Z., Liu, C., Wu, M., Kwoh, C. K., Li, X., & Guan, C. (2021). An attention-based deep learning approach for sleep stage classification with single-channel EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29, 809-818. |
Citation |
|
Identification Number: |
10356/155623 |
Bibliographic Citation: |
Eldele, E., Chen, Z., Liu, C., Wu, M., Kwoh, C. K., Li, X., & Guan, C. (2021). An attention-based deep learning approach for sleep stage classification with single-channel EEG. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29, 809-818. |
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shhs1-200010.npz |
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