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Paper Citation Record · LEDGER

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts

As of 8 August 2026, this Paper Citation Record lists 69 of 69 outbound references and 1 inbound Pith citation observation for arXiv:2512.14461.

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

pith.paper-citation-record.v1
2512.14461 v2

Coverage vector

measured 69 of 69 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T16:13:44.443645Z

measured 70 of 70 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:41:48.085125Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:01:24.174350Z

Reference resolution

69 of 69 outbound references displayed

  • verified exact27
  • verified fuzzy0
  • unresolved30
  • parse uncertain0
  • malformed identifier12
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6588f89d-1580-4761-994f-6b304e785933 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 1

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 96860125-427e-4a0d-a70f-ee0f0e7cb7fa · outbound

This paper cites J., Lee, J.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts J., Lee, J

Reference 2

Resolution
verified exact
doi, observed 2026-08-03T16:18:32.136628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 8d313775-a143-4b13-b58a-0720181e9a5d · outbound

This paper cites Sleep Res.33, DOI: https://doi.org/10.1111/jsr.13956 (2023).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Sleep Res.33, DOI: https://doi.org/10.1111/jsr.13956 (2023)

Reference 3

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Source-reported events for the cited work

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Observation bcda7505-e1dc-4d2b-abe5-a50b3bb57d41 · outbound

This paper cites L., Harvey, E.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts L., Harvey, E

Reference 4

Resolution
verified exact
doi, observed 2026-08-03T16:18:32.064725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation e22a90f0-75bb-4856-9f0f-0af9c66440d2 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 5

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation c2ac0334-c65b-4f22-8f05-e56913d5386b · outbound

This paper cites & Peter-Derex, L.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts & Peter-Derex, L

Reference 6

Resolution
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Source-reported events for the cited work

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Observation 63e22524-f38f-4cd8-bc33-15a1c7977fee · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 7

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 27820abf-724b-44c6-ac1f-a9ed55500d2d · outbound

This paper cites Neurophysiol.131, 1187–1203, DOI: https://doi.org/10.1016/j.clinph.2020.02.027 (2020).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Neurophysiol.131, 1187–1203, DOI: https://doi.org/10.1016/j.clinph.2020.02.027 (2020)

Reference 8

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verified exact
doi, observed 2026-08-03T16:18:31.880747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d50adf50-1b39-4b6f-bd15-e4df5d2172a4 · outbound

This paper cites Neu- 14 rosci.15, DOI: https://doi.org/10.3389/fnins.2021.5 64098 (2021).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Neu- 14 rosci.15, DOI: https://doi.org/10.3389/fnins.2021.5 64098 (2021)

Reference 9

Resolution
verified exact
doi, observed 2026-08-03T16:18:31.775549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 7476ca4e-c96f-428d-b6a5-b961d6b2877e · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 10

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 45af1de3-7869-4359-acff-b997ae403fa0 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 11

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation de198a1e-df38-46f0-aca0-05a3d99f0f77 · outbound

This paper cites E.et al.Examining Initial Sleep Onset in Primary Insomnia: A Case-Control Study Using 4-Second Epochs.J.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts E.et al.Examining Initial Sleep Onset in Primary Insomnia: A Case-Control Study Using 4-Second Epochs.J

Reference 12

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 1a44c2aa-00f1-48e6-a7c7-1a593440e6c4 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 13

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 4f4af752-46e1-4d3b-927a-6fb2b976e130 · outbound

This paper cites F.et al.Optimizing automated sleep stage scoring of 5-second mini-epochs: a transfer learning study.bioRxivDOI: https://doi.org/10.1101/2025.0 6.28.661238 (2025).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts F.et al.Optimizing automated sleep stage scoring of 5-second mini-epochs: a transfer learning study.bioRxivDOI: https://doi.org/10.1101/2025.0 6.28.661238 (2025)

Reference 14

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verified exact
doi, observed 2026-08-03T16:18:31.033361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 0ecb59b4-eeb4-439a-9bdb-b869d207caff · outbound

This paper cites N., Jørgen Jennum, P., Mignot, E.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts N., Jørgen Jennum, P., Mignot, E

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 07e57c79-8177-4700-a855-908da27ba6a1 · outbound

This paper cites & Thorey, V.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts & Thorey, V

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f78a2d87-dbcd-46b4-be45-3aea85c866ab · outbound

This paper cites Medicine4, DOI: https: //doi.org/10.1038/S41746-021-00440-5 (2021).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Medicine4, DOI: https: //doi.org/10.1038/S41746-021-00440-5 (2021)

Reference 17

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Source-reported events for the cited work

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Observation 034d9dfe-1710-4537-bceb-a3c5ef242aed · outbound

This paper cites & Walker, M.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts & Walker, M

Reference 18

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no resolver link, observed 2026-08-03T16:13:38.892983Z

Source-reported events for the cited work

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Observation 9521c478-9d7e-4b3a-8356-03a050527077 · outbound

This paper cites & Flöel, A.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts & Flöel, A

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e5d0f1ec-aab3-48ab-900e-462e30f81adf · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 52c33e08-f03d-4df5-8e82-8f67cd90b765 · outbound

This paper cites N., Arnal, P.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts N., Arnal, P

Reference 21

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Observation 8dab8e6c-1fc3-43c8-93fb-4fb4c36a6b9e · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-03T16:13:39.328831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ab7368b9-d6f2-4994-bc6d-8ec6afffee17 · outbound

This paper cites & Brox, T.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts & Brox, T

Reference 23

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unresolved
no resolver link, observed 2026-08-03T16:13:39.442813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6f5c1590-435b-4599-a8df-4cee154b8ffa · outbound

This paper cites W.et al.Representations of tem- poral sleep dynamics: Review and synthesis of the literature.Sleep Med.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts W.et al.Representations of tem- poral sleep dynamics: Review and synthesis of the literature.Sleep Med

Reference 24

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no resolver link, observed 2026-08-03T16:13:39.553582Z

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Unavailable: canonical work link unavailable.

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Observation 345eed45-0826-4a17-ad35-810449fad9c5 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 25

Resolution
verified exact
doi, observed 2026-08-03T16:18:30.794298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d06dec7c-0771-49aa-bcad-6c894c9c80ca · outbound

This paper cites M., Carskadon, M.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts M., Carskadon, M

Reference 26

Resolution
verified exact
doi, observed 2026-08-03T16:18:30.670237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 34b3445d-627c-48e7-b726-1c0061e7ab79 · outbound

This paper cites A., Winer, J.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts A., Winer, J

Reference 27

Resolution
verified exact
doi, observed 2026-08-03T16:18:30.557895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation cfdea7d5-b4f4-4265-9d6b-802226a676ba · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-08-03T16:18:30.433164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d2b2ece6-ba96-4557-9c77-ad84c803011a · outbound

This paper cites & Chellappa, S.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts & Chellappa, S

Reference 29

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verified exact
doi, observed 2026-08-03T16:18:30.329679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 16d4d4d1-b9d6-4baf-a8d2-663dd8faac3e · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 30

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malformed identifier
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4aebcd20-5b20-49ab-ad2a-cfe619e8a05f · outbound

This paper cites G., Scott, M.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts G., Scott, M

Reference 31

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verified exact
doi, observed 2026-08-03T16:18:30.150602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 73b9ce4c-1c52-458e-a411-e439bb272ae3 · outbound

This paper cites R., Ulfenborg, B.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts R., Ulfenborg, B

Reference 32

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 59a10a25-0ccb-424c-8296-2e0acb4e2e46 · outbound

This paper cites FoME: A Foundation Model for EEG using Adaptive Temporal-Lateral Attention Scaling.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts FoME: A Foundation Model for EEG using Adaptive Temporal-Lateral Attention Scaling

Reference 33

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 544a9cee-86f6-41d9-b428-e2d7219edd9c · outbound

This paper cites NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts NAPS: Attention-Based Fusion of Heterogeneous Physiological Signals

Reference 34

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verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 770306dc-8381-4ab6-b8b2-2659e4ea551f · outbound

This paper cites Brain Sci.11, 1274, DOI: https://doi.org/10.3390/ brainsci11101274 (2021).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Brain Sci.11, 1274, DOI: https://doi.org/10.3390/ brainsci11101274 (2021)

Reference 35

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Observation 116e33b3-e324-4026-918a-93468fd25c95 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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Observation 58eda9e3-d27a-4b13-a6e9-bd9ddf78eb1a · outbound

This paper cites & Mikkelsen, K.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts & Mikkelsen, K

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Observation 6ea1c067-4300-47f1-a46e-5266baeafa4c · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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Observation ece2e7a0-66ac-44e2-9a26-f8aa398e1315 · outbound

This paper cites Rep.15, DOI: https: //doi.org/10.1038/s41598-025-06019-4 (2025).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Rep.15, DOI: https: //doi.org/10.1038/s41598-025-06019-4 (2025)

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Observation a83499a9-b3e7-4405-85b3-3c6f4875358d · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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Observation 2b39c817-a71b-4134-9f9d-a5b911017884 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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Observation a1ac68f0-68fc-498f-a1a7-adbaacb3ad0b · outbound

This paper cites J.et al.Validation of the sleep EEG headband ZMax.bioRxivDOI: https://doi.org/10.1 101/2023.08.18.553744 (2023).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts J.et al.Validation of the sleep EEG headband ZMax.bioRxivDOI: https://doi.org/10.1 101/2023.08.18.553744 (2023)

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source=pdf_text observed=2026-08-03T16:13:41.816514Z digest=sha256:9143201a2dca97bf7327bf5f2036a1a2f7550b6df754e67771339e58f363ad45

Observation dde25733-ef48-4b67-b545-a42df3555254 · outbound

This paper cites & Menon, C.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts & Menon, C

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Observation 83b8b7c9-120a-49c5-8c26-0921adc2aece · outbound

This paper cites P.et al.Gastric Banding Surgery versus Continuous Positive Airway Pressure for Obstructive Sleep Apnea: A Randomized Controlled Trial.Am.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts P.et al.Gastric Banding Surgery versus Continuous Positive Airway Pressure for Obstructive Sleep Apnea: A Randomized Controlled Trial.Am

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source=pdf_text observed=2026-08-03T16:13:42.123018Z digest=sha256:cb5db2fa3904891a01f3e90d32d9286d5084524ce1ed80d69829e3fe2ef69679

Observation ffefca61-d2d3-428d-b675-4bf4ebdf3702 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-03T16:13:42.236758Z digest=sha256:bcc8770a771520ed9603c419c41f72f41dca1680c52460fc3a8c1296941ee643

Observation 959e0c39-01c0-49a9-ac92-aa405e0fff62 · outbound

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AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts L.et al.Prevalence and risk factors for sleep-disordered breathing in 8- to 11-year-old chil- dren: Association with race and prematurity.J

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Observation f0863a0e-5386-4daf-80b2-5a43779e9ce2 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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Observation 5d49b88d-6265-4cdf-b760-24eb92e4770f · outbound

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AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts L.et al.A Randomized Trial of Adeno- tonsillectomy for Childhood Sleep Apnea.New Engl

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source=pdf_text observed=2026-08-03T16:13:42.384093Z digest=sha256:250327853837e56854d197c77c4318400e1b4d59789f4414df9393e5a9f84412

Observation 4172f2d9-a953-4865-a159-d45110dc97ba · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 49

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Observation 567eb281-8458-4d9b-8807-8d4ea7108f19 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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Observation 2181eb3c-611a-4476-9c49-cfa363c51487 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 51

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Observation f85e9639-cecc-4ae3-9520-5c4035030bc8 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-03T16:13:42.775486Z digest=sha256:d9cbb66a5d8546ad70bcedf6e184c523a60751b93c0aa4aeb4779c8a2d7d1326

Observation bb7c7541-53a1-45a0-b1d9-192c11791aa7 · outbound

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AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts M.et al.You Snooze, You Win: The PhysioNet/Computing in Cardiology Challenge

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source=pdf_text observed=2026-08-03T16:13:42.864584Z digest=sha256:ca9f4ae63f67064ec920eea118f95f261e80a641a191392591f06b406e7d9ad9

Observation 195c13be-ae60-4df1-92d3-94e30abd45fb · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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source=pdf_text observed=2026-08-03T16:13:43.010099Z digest=sha256:ed2c4d15e51981203854a43d9f4a0501e7bb80f127d451cfc1496f688c8f1be7

Observation 5d20b636-5ce2-4a0a-bf4e-12b34ff7ee5c · outbound

This paper cites H., Tuk, B., Kamphuisen, H.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts H., Tuk, B., Kamphuisen, H

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Observation 0d774d4d-9ea1-4afa-9159-1b7c2681b2d2 · outbound

This paper cites F.et al.The Sleep Heart Health Study: Design, Rationale, and Methods.Sleep20, 1077– 1085, DOI: https://doi.org/10.1093/sleep/20.12.1077 (1997).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts F.et al.The Sleep Heart Health Study: Design, Rationale, and Methods.Sleep20, 1077– 1085, DOI: https://doi.org/10.1093/sleep/20.12.1077 (1997)

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source=pdf_text observed=2026-08-03T16:13:43.086888Z digest=sha256:aaa864b4246df3812ce3c5fe1608af2f4a8d2e5794b05af672c342137bfc0556

Observation 28f8645a-062b-449c-bd87-0492e6136fec · outbound

This paper cites P.et al.Sleep-Disordered Breathing and Cognition in Older Women.J.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts P.et al.Sleep-Disordered Breathing and Cognition in Older Women.J

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 9cefe0e6-738f-4c56-8d95-05756ce78a29 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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Observation fbe9b8ed-4f53-405a-915b-1d90d0eab927 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-03T16:13:43.368174Z digest=sha256:e2c309d1355967e602d2da68a54698be9cc25d391116dd8b54f8b7ed8a3c8dc1

Observation 6f89dc0c-f4cf-4213-b5cd-b11e77d8c29d · outbound

This paper cites & Nielsen, T.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts & Nielsen, T

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Observation 2d3d3ee5-40cf-49cc-900d-b86641a08734 · outbound

This paper cites Vincent’s University Hospital / University College Dublin Sleep Apnea Database, DOI: https://doi.org/10.13026/C26C7D (2004).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Vincent’s University Hospital / University College Dublin Sleep Apnea Database, DOI: https://doi.org/10.13026/C26C7D (2004)

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Observation 56df5f4a-5c25-4528-abf3-fd42188fbbf9 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 27dc11c3-1e78-4590-aeef-211529f752c6 · outbound

This paper cites A Manual of Standard- ized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects(Public Health Service, U.S.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts A Manual of Standard- ized Terminology, Techniques and Scoring System for Sleep Stages of Human Subjects(Public Health Service, U.S

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Observation 4cc624f4-2ca8-40ba-8b0e-130361c33187 · outbound

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AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts In Guyon, I.et al.(eds.)Annu

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Observation 3ff1c899-cdf2-4c37-a58c-10606f96a5b5 · outbound

This paper cites J., Kale, S.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts J., Kale, S

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source=pdf_text observed=2026-08-03T16:13:43.965521Z digest=sha256:4ca06ef06aae6bbd08d0522f9b3f797a4eb20f9413f020f4947c63d454c544e3

Observation 1b2ec3bd-620a-4543-994a-45028af81af1 · outbound

This paper cites Medicine6, 33, DOI: https: //doi.org/10.1038/S41746-023-00784-0 (2023).

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Medicine6, 33, DOI: https: //doi.org/10.1038/S41746-023-00784-0 (2023)

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source=pdf_text observed=2026-08-03T16:13:44.071124Z digest=sha256:89643c0d61501abe3e4b2c6f9a49948d7f9e42319c04d30ba4c7116c89b82ea2

Observation 088b10a4-4015-4641-9ab6-0339afa158da · outbound

This paper cites Classification assessment methods.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Classification assessment methods

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source=pdf_text observed=2026-08-03T16:13:44.262328Z digest=sha256:e69c23b00d83ee6c1380e4832f1b43256dcd155a71733361efaf914902e4ba46

Observation b9930060-d397-496c-8006-32c0a8dc7515 · outbound

This paper cites Outcomes of Sleep Disorders in Older Men,.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Outcomes of Sleep Disorders in Older Men,

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source=pdf_text observed=2026-08-03T16:13:44.443645Z digest=sha256:95024518f2d6f1ff6dd2173cf36a843e960a0beb27a620ee8cb31c3c25ec33eb

Observation 42d47e20-2222-4b2b-8db2-6428c0866dc1 · outbound

This paper cites an unresolved cited work.

AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts Unresolved cited work

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source=pdf_text observed=2026-08-03T16:13:42.933781Z digest=sha256:b3c71c2031c6c373b359077a305bb53ea852194d082d0e88888e8ef550230ec7

Pith citing papers

Observation 98406886-9c1f-429a-bb68-0ad0708f7fb8 · inbound

Rethinking Random Transformers as Adaptive Sequence Smoothers for Sleep Staging cites this paper.

Rethinking Random Transformers as Adaptive Sequence Smoothers for Sleep Staging AnySleep: a channel-agnostic deep learning system for high-resolution sleep staging in multi-center cohorts

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arxiv_id, observed 2026-07-15T02:21:06.771917Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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