Paper Citation Record · LEDGER

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning

As of 9 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2502.06134.

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

pith.paper-citation-record.v1
2502.06134 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T16:43:40.257082Z

measured 47 of 47 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:42:21.793849Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T16:42:43.155204Z

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy13
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 73d2c1b9-0067-44be-ab0f-172d6accde85 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T16:43:39.522941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac8439f8-0c35-40c9-b164-4a1f60ff5498 · outbound

This paper cites write newline.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T16:43:39.528346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a02103aa-cb5f-41c1-bb67-69bb8fa642f7 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:41.465355Z

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 ce7eb99d-35bd-48ca-be51-19014185b4d3 · outbound

This paper cites M.; Hawryluk, I.; Prete Jr, C.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning M.; Hawryluk, I.; Prete Jr, C

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:41.366030Z

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 7e09a1ce-7a16-468f-9182-8dbe48273e86 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:41.214346Z

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 22ed62ba-750e-47b6-878b-15a77d1c2bca · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T16:43:39.545736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55f4a6ff-fa74-49bb-8ac3-48a50b5b0fb5 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:41.166075Z

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 22c51e9b-b988-439a-b41b-9f0059f9ae0a · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:41.154929Z

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 446e427b-170c-4f76-a920-a7f3a53b4b03 · outbound

This paper cites T.; Schuetz, A.; Stewart, W.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning T.; Schuetz, A.; Stewart, W

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:41.143829Z

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 8571fd23-c762-4088-9214-ff0afe3217cf · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:41.132509Z

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 4c0066d8-7599-47b9-9993-c1493b717800 · outbound

This paper cites R.; Li, J.; Zhang, X.; Hong, D.; Gupta, R.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning R.; Li, J.; Zhang, X.; Hong, D.; Gupta, R

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:41.120743Z

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 b8a6d71a-0ee1-4184-9550-6b400577a882 · outbound

This paper cites A.; Wu, P.; Karki, R.; Sood, M.; Godard, P.; Ahmad, A.; Vrooman, H.; Hofmann-Apitius, M.; and Fr \"o hlich, H.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning A.; Wu, P.; Karki, R.; Sood, M.; Godard, P.; Ahmad, A.; Vrooman, H.; Hofmann-Apitius, M.; and Fr \"o hlich, H

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:41.109099Z

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 c5494f20-8c9d-4f65-a156-ad663f2f27c8 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:41.096225Z

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 76b5fb25-2f33-4171-8348-85568d5e9671 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:41.084977Z

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 dff43819-0f2a-4428-a963-46f5e0428253 · outbound

This paper cites a r, M.; Sch \.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning a r, M.; Sch \

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:41.072844Z

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 d17fcfca-0662-407d-a032-a90d759a92b2 · outbound

This paper cites L.; Amaral, L.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning L.; Amaral, L

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T16:43:39.583671Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef3cbc9a-5b8f-4862-9c48-87ca4beedc37 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T16:43:39.587233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9b74eb4-2177-43b9-a3e0-6281893f8eb6 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T16:43:39.590709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 655e1ddc-448c-484f-9532-9545d793db68 · outbound

This paper cites C.; Ver Steeg, G.; and Galstyan, A.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning C.; Ver Steeg, G.; and Galstyan, A

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:41.039658Z

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 c89971b4-1181-4036-9012-0d29304a5051 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:41.029531Z

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 19f8a878-a21b-49af-94e3-9c7f106e0095 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:41.019296Z

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 cd5c253a-6a34-4f08-8e2e-ad6b656a8aa4 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.997354Z

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 8572c6fc-740c-4ba0-94d1-18054f724818 · outbound

This paper cites H.; and Lukasiewicz, T.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning H.; and Lukasiewicz, T

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:40.941333Z

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 df422f5a-f5d8-45e5-b336-891841709d3c · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.898569Z

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 11a0ed75-8d60-4f06-8288-7c8c90f6cfcf · outbound

This paper cites C.; Kale, D.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning C.; Kale, D

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:40.840157Z

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 f20d800d-5e04-4e3a-8198-547745fbbe8a · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.800793Z

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 248b5bce-1d8d-41b9-9aec-3b01ffc77141 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.789706Z

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 8c6563d0-9f79-4e10-ad99-bad182919984 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.778267Z

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 4be1da12-a500-49f9-a395-f2fda8c8fbb8 · outbound

This paper cites P.; Sahu, D.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning P.; Sahu, D

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:40.767435Z

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 e889537d-513a-4620-add1-d743484dc680 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.756714Z

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 bd9224b0-fb08-440e-bfd6-be63d2357fca · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.745627Z

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 bdae5a1e-5fad-4123-bde5-5835fe3d8f79 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.733880Z

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 3989d593-b948-459a-9116-74a496d38279 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.723057Z

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 eb813b85-f7c6-428b-a2e4-c90ff62bd255 · outbound

This paper cites A.; Josef, C.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning A.; Josef, C

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:40.712268Z

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 13fe8378-cfcc-4789-843f-ec702cfb4b62 · outbound

This paper cites J.; Wang, Z.; Oikonomou, E.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning J.; Wang, Z.; Oikonomou, E

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:40.701778Z

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 6161acdc-17b7-4228-9458-ae93ca141974 · outbound

This paper cites J.; Haimovich, A.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning J.; Haimovich, A

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:40.689734Z

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 44e93486-684e-45a4-8340-2a24d54c2e73 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.673989Z

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 f64fbd78-5563-48c8-95ba-198f03ff2521 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.638558Z

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 59026d54-2f3d-4b8e-80d6-ec4414c7fa2f · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.519293Z

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 6f4befbc-1741-4635-9ba8-1598dffa982b · outbound

This paper cites Deep Learning for Multivariate Time Series Imputation: A Survey.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Deep Learning for Multivariate Time Series Imputation: A Survey

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-08T16:43:40.232338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cae2043e-63fd-4b91-ac3b-f7731c27e254 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.412759Z

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 9102ca3b-6d32-46fe-a3dc-43009d392253 · outbound

This paper cites B.; Wong, K.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning B.; Wong, K

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T16:43:40.342670Z

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 b076b252-5d5d-404a-a3d5-60cd2dbe2363 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-08T16:43:40.245386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7acfee6-51b4-4592-988c-a8edecac1054 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.324735Z

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 f9a0fd37-1d67-448d-8675-1d92554165a6 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.313589Z

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 799a44d9-4fa1-4270-97a8-b0e74482dcb7 · outbound

This paper cites an unresolved cited work.

Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-08T16:43:40.301491Z

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.

Pith citing papers

Observation 21aba4ad-7c50-41f9-9a48-b0296d9b153f · inbound

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models cites this paper.

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:42:43.158773Z

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.