Paper Citation Record · LEDGER

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2506.06912.

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

pith.paper-citation-record.v1
2506.06912 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:49:52.698770Z

measured 32 of 32 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 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

32 of 32 outbound references displayed

verified exact0
verified fuzzy31
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6bc6418c-db91-4f69-80cb-e448b04aac0f · outbound

This paper cites Bed-Based Health Monitoring Using Pressure Sensitive Tech- nology: A Review,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Bed-Based Health Monitoring Using Pressure Sensitive Tech- nology: A Review,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.125742Z

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.

Observation d3f94158-1737-4275-b701-d64d9ac16df6 · outbound

This paper cites Sleep Basics,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Sleep Basics,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.111906Z

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.

Observation b32dd642-c205-41d2-9486-833faaf477fb · outbound

This paper cites An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.100489Z

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.

Observation 26132574-70dd-4698-ba24-ae5d23ccc0fc · outbound

This paper cites Machine Learning-Based Automatic Detection of Central Sleep Apnea Events From a Pressure Sensitive Mat,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Machine Learning-Based Automatic Detection of Central Sleep Apnea Events From a Pressure Sensitive Mat,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.087216Z

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.

Observation 125c9921-df6a-48dc-98d2-560babb4673f · outbound

This paper cites Real-time Neonatal Respiratory Rate Estimation using a Pressure-Sensitive Mat,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Real-time Neonatal Respiratory Rate Estimation using a Pressure-Sensitive Mat,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.075012Z

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.

Observation 2f4bf6b1-fede-4481-9540-baf7945a9803 · outbound

This paper cites Breathing signal combining for respiration rate estimation in smart beds,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Breathing signal combining for respiration rate estimation in smart beds,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.061371Z

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.

Observation 90c58dd8-3fcc-41c5-94f1-821fdb63cd1a · outbound

This paper cites Foubert,Posture recognition and postural transition detection using bed-based pressure sensor arrays.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Foubert,Posture recognition and postural transition detection using bed-based pressure sensor arrays

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.048649Z

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.

Observation 1e3eb575-820a-42b7-bc6f-b7dbfd75a02c · outbound

This paper cites Lying and sitting posture recognition and transition detection using a pressure sensor array,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Lying and sitting posture recognition and transition detection using a pressure sensor array,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.034801Z

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.

Observation 75c257f8-6a9d-492a-8d5c-3a6b58567e91 · outbound

This paper cites In- Bed Mobility Monitoring Using Pressure Sensors,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM In- Bed Mobility Monitoring Using Pressure Sensors,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.022080Z

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.

Observation 49674de1-6312-45b9-9b1c-ed374e8adb0a · outbound

This paper cites Detection of False Alarms in the NICU Using Pressure Sensitive Mat,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Detection of False Alarms in the NICU Using Pressure Sensitive Mat,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:53.009309Z

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.

Observation f02db5e2-d7d1-4c5c-a9c7-99705dcf8bef · outbound

This paper cites Unobtru- sive Sleep Stage Identification Using a Pressure-Sensitive Bed Sheet,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Unobtru- sive Sleep Stage Identification Using a Pressure-Sensitive Bed Sheet,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.997609Z

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.

Observation d549045e-f56e-4b19-9dea-3c994cb58c79 · outbound

This paper cites Sleep-Wake and Body Position Classification with Deep Learning using Pressure Sensor Mat Measurements,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Sleep-Wake and Body Position Classification with Deep Learning using Pressure Sensor Mat Measurements,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.985528Z

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.

Observation e0c4313c-eec7-4d97-bccc-a74b0adebd7c · outbound

This paper cites Adult polysomnography,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Adult polysomnography,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.974430Z

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.

Observation fbdfcd38-a5ea-427c-abf3-9ab33610c051 · outbound

This paper cites Real-time eye tracking for the assessment of driver fatigue,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Real-time eye tracking for the assessment of driver fatigue,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.963399Z

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.

Observation 2960ffec-ce6a-472d-a820-5aa85fe180bb · outbound

This paper cites Development of an EOG-Based Automatic Sleep-Monitoring Eye Mask,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Development of an EOG-Based Automatic Sleep-Monitoring Eye Mask,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.952068Z

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.

Observation c62e481a-c81d-496b-a757-57adebeff977 · outbound

This paper cites EOGNET: A Novel Deep Learning Model for Sleep Stage Classification Based on Single- Channel EOG Signal,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM EOGNET: A Novel Deep Learning Model for Sleep Stage Classification Based on Single- Channel EOG Signal,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.939193Z

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.

Observation d2f41943-00c5-4f9a-a316-3bbfa91c0ebe · outbound

This paper cites Sleep stage classification using Single-Channel EOG,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Sleep stage classification using Single-Channel EOG,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.926576Z

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.

Observation 3fbead52-ad9c-49e2-9ef1-504eefa01641 · outbound

This paper cites Enhancing Healthcare with EOG: A Novel Approach to Sleep Stage Classification,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Enhancing Healthcare with EOG: A Novel Approach to Sleep Stage Classification,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.914689Z

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.

Observation e9504de1-1d77-415f-acdf-7cb502df1bbb · outbound

This paper cites Full-coverage unobtrusive health monitoring of elders at homes,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Full-coverage unobtrusive health monitoring of elders at homes,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.903228Z

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.

Observation 34bac2a5-ac1b-4c8a-af6d-e54106fce75b · outbound

This paper cites DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM DeepSleepNet: A Model for Automatic Sleep Stage Scoring Based on Raw Single-Channel EEG,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.891046Z

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.

Observation c7d160ce-245d-4401-8d3b-2eae5f5fb544 · outbound

This paper cites A review of deep learning-based information fusion techniques for multimodal medical image classification,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM A review of deep learning-based information fusion techniques for multimodal medical image classification,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.879298Z

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.

Observation d2f14669-0f9e-484e-9716-512a1edddf72 · outbound

This paper cites Imagebind: One Embedding Space To Bind Them All,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Imagebind: One Embedding Space To Bind Them All,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.866604Z

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.

Observation 69123b73-c9be-4b98-af23-3b092fd6dc5e · outbound

This paper cites Attention Bottlenecks for Multimodal Fusion,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Attention Bottlenecks for Multimodal Fusion,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.854147Z

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.

Observation 84706178-274a-4013-ab02-1c063c44db58 · outbound

This paper cites Semi-Supervised Disease Classification Based on Limited Medical Image Data,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Semi-Supervised Disease Classification Based on Limited Medical Image Data,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.841120Z

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.

Observation be421606-30b4-41e3-936b-8a5600a9918a · outbound

This paper cites Advancing Automated Sleep Stage Identification Through Multimodal PSG-Based Multiview Analysis,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Advancing Automated Sleep Stage Identification Through Multimodal PSG-Based Multiview Analysis,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.828480Z

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.

Observation 726b4be9-9f7d-4135-86c0-2512b09d4452 · outbound

This paper cites Analysis of a sleep-dependent neuronal feedback loop: the slow- wave microcontinuity of the EEG,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Analysis of a sleep-dependent neuronal feedback loop: the slow- wave microcontinuity of the EEG,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.813846Z

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.

Observation bb212f3d-e775-4ebb-ba23-42d6ea9f3ecf · outbound

This paper cites ViViT: A Video Vision Transformer,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM ViViT: A Video Vision Transformer,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.800454Z

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.

Observation 75f3a616-4f74-4a0c-898b-395d73bd95fa · outbound

This paper cites The Kinetics Human Action Video Dataset.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM The Kinetics Human Action Video Dataset

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:49:52.681885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1a2187f-4433-492d-b5d6-8203322d9fc2 · outbound

This paper cites Aasm scoring manual updates for 2017 (version 2.4),.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Aasm scoring manual updates for 2017 (version 2.4),

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.785288Z

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.

Observation 56e0d14f-a803-4700-b71e-940d5af5a52f · outbound

This paper cites Imagenet-21k pretraining for the masses,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Imagenet-21k pretraining for the masses,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.771793Z

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.

Observation 4f2a4dca-e6ca-4848-8372-099d91000881 · outbound

This paper cites Audio Set: An ontology and human-labeled dataset for audio events,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM Audio Set: An ontology and human-labeled dataset for audio events,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.758915Z

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.

Observation 929f756d-e650-4fd9-894e-e1650613ccfd · outbound

This paper cites PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals,.

Sleep Stage Classification using Multimodal Embedding Fusion from EOG and PSM PhysioBank, PhysioToolkit, and PhysioNet: Components of a New Research Resource for Complex Physiologic Signals,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T05:49:52.744450Z

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.

Pith citing papers

No inbound Pith citation observations are available.