Paper Citation Record · LEDGER

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2)

As of 10 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2608.02183.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.02183 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:47:28.180476Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

23 of 23 outbound references displayed

verified exact1
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 23f16c19-bcec-4174-acde-5b21263d6f85 · outbound

This paper cites The future of sleep health: A data-driven revolution in sleep science and medicine.npj Digit.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) The future of sleep health: A data-driven revolution in sleep science and medicine.npj Digit

Reference 1

Resolution: verified exact; doi, observed 2026-08-04T12:48:24.774123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 84402576-7ea2-4a17-bea1-266bdf78f839 · outbound

This paper cites Polysomnography.Handb.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) Polysomnography.Handb

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:26.578776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ce53b9-6170-497e-a5b4-353c2bc12667 · outbound

This paper cites Convolutional neural net- works for sleep stage scoring on a two-channel EEG signal.Soft Comput.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) Convolutional neural net- works for sleep stage scoring on a two-channel EEG signal.Soft Comput

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:26.617157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfaff7e6-0ba7-4c06-8fa6-fa6db96a9343 · outbound

This paper cites Automatic sleep stage classification with deep residual networks in a mixed-cohort setting.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) Automatic sleep stage classification with deep residual networks in a mixed-cohort setting

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:26.671931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f606eb3b-5e8b-4d9a-83f4-a8068e087faf · outbound

This paper cites Scoring sleep with artificial intelligence enables quantification of sleep stage ambiguity: Hypnoden- sity based on multiple expert scorers and auto-scoring.Sleep2023,46, zsac154.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) Scoring sleep with artificial intelligence enables quantification of sleep stage ambiguity: Hypnoden- sity based on multiple expert scorers and auto-scoring.Sleep2023,46, zsac154

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:26.731256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e77903-3f31-4797-8205-6f3ecbee94c9 · outbound

This paper cites XSleepNet: Multi-view sequential model for automatic sleep staging.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) XSleepNet: Multi-view sequential model for automatic sleep staging

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:26.791661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cadaa4c4-b7be-4b9a-a75f-35eef4cf2268 · outbound

This paper cites SleepEEGNet: Automated sleep stage scoring with sequence-to-sequence deep learning approach.PLOS ONE2019,14, e0216456.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) SleepEEGNet: Automated sleep stage scoring with sequence-to-sequence deep learning approach.PLOS ONE2019,14, e0216456

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:26.854957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba7a7635-2f5a-4364-a2cc-b08b78578eba · outbound

This paper cites Support vector machine.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) Support vector machine

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:26.923171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78de9ca6-0dd1-49a2-b317-0589ead695b2 · outbound

This paper cites Random forests.Mach.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) Random forests.Mach

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:26.990888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d72ad333-8228-47df-aff3-64ffb5b5ad3b · outbound

This paper cites DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG.IEEE Trans.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) DeepSleepNet: A model for automatic sleep stage scoring based on raw single-channel EEG.IEEE Trans

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.071631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff1f8094-d8fe-4ac1-9d66-559a99b65c08 · outbound

This paper cites TinySleepNet: An efficient deep learning model for sleep stage scoring based on raw single-channel EEG.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) TinySleepNet: An efficient deep learning model for sleep stage scoring based on raw single-channel EEG

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.157771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92e25c9e-137a-4540-bb9c-8ec7283b8ff5 · outbound

This paper cites An attention-based deep learning approach for sleep stage classification with single-channel EEG.IEEE Trans.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) An attention-based deep learning approach for sleep stage classification with single-channel EEG.IEEE Trans

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.247281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cba4d3bb-48e8-4e9d-b828-a993c5df344b · outbound

This paper cites DilatedSleepNet: A novel EEG waveform-aware model for single-channel automatic sleep staging.Proc.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) DilatedSleepNet: A novel EEG waveform-aware model for single-channel automatic sleep staging.Proc

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.315863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d0308bb-2908-4237-a0c4-81b597424cb8 · outbound

This paper cites SeqSleep- Net: End-to-end hierarchical recurrent neural network for sequence-to- sequence automatic sleep staging.IEEE Trans.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) SeqSleep- Net: End-to-end hierarchical recurrent neural network for sequence-to- sequence automatic sleep staging.IEEE Trans

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.405478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba01df29-62b0-4a14-a00e-0f8a607d0a50 · outbound

This paper cites MVF-SleepNet: Multi-view fusion network for sleep stage classification.IEEE J.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) MVF-SleepNet: Multi-view fusion network for sleep stage classification.IEEE J

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.497859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5696183b-36da-4b91-a4f0-323ee867a384 · outbound

This paper cites The effect of placebo administration on the first-night effect in healthy young volunteers.Prog.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) The effect of placebo administration on the first-night effect in healthy young volunteers.Prog

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.566722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c08d358c-26d3-4fb2-bda3-6720cfac47e6 · outbound

This paper cites GraphSleep- Net: Adaptive spatial-temporal graph convolutional networks for sleep stage classification.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) GraphSleep- Net: Adaptive spatial-temporal graph convolutional networks for sleep stage classification

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.669263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bcafae7-7b88-4c20-ad2a-84fe3d31166d · outbound

This paper cites MixSleepNet: A multi- type convolution combined sleep stage classification model.Comput.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) MixSleepNet: A multi- type convolution combined sleep stage classification model.Comput

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.756912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19295a29-6027-4dd5-ae25-89109fbe2be8 · outbound

This paper cites SleepTransformer: Automatic sleep staging with interpretability and uncertainty quantification.IEEE Trans.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) SleepTransformer: Automatic sleep staging with interpretability and uncertainty quantification.IEEE Trans

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.844851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 143fde7b-3092-41a1-8c02-51524d6d246c · outbound

This paper cites SleepViTrans- former: Patch-based sleep spectrogram transformer for automatic sleep staging.Biomed.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) SleepViTrans- former: Patch-based sleep spectrogram transformer for automatic sleep staging.Biomed

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.920527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2639ca6e-34e8-43d1-9c2e-7569732a68f0 · outbound

This paper cites SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:27.992059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e91fede-c693-46e6-95f5-4bc95cad102f · outbound

This paper cites FlexibleSleepNet: A model for automatic sleep stage classification based on multi-channel polysomnography.IEEE J.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) FlexibleSleepNet: A model for automatic sleep stage classification based on multi-channel polysomnography.IEEE J

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:28.077892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72ebd5bd-e6b2-49f3-8e70-b08221b28cb5 · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

SWINSleepNet: A Hierarchical Context-Aware Framework for Sleep Staging (v2) Swin transformer: Hierarchical vision transformer using shifted windows

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T12:47:28.180476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.