Preprocessed SHHS1 dataset (doi:10.21979/N9/EAMYFO)

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Part 1: Document Description
Part 2: Study Description
Part 5: Other Study-Related Materials
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Document Description

Citation

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

Study Description

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

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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