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Paper Citation Record · LEDGER

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers

As of 21 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 3 inbound Pith citation observations for arXiv:2501.18237.

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

pith.paper-citation-record.v1
2501.18237 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T00:15:08.497236Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:53:48.529522Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-05T10:40:55.158855Z

Reference resolution

48 of 48 outbound references displayed

  • verified exact10
  • verified fuzzy10
  • unresolved25
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0cb75489-bcd7-4c26-ae10-92c416d8ff2c · outbound

This paper cites Nature Medicine 28(9), 1773–1784 (2022).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Nature Medicine 28(9), 1773–1784 (2022)

Reference 1

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Observation ec1cb95b-12db-474b-a190-5fe23a72ec54 · outbound

This paper cites Nature Biomedical Engineering (2024).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Nature Biomedical Engineering (2024)

Reference 2

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.247585Z digest=sha256:559e4bd6c8b426edd0026015818f31240dcdbd40ed94177ddd2ca7a814ebbd4c

Observation d84b3d6c-444b-4f92-9376-dac8aaf46bc7 · outbound

This paper cites Scientific Reports 8(1), 6085 (2018).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Scientific Reports 8(1), 6085 (2018)

Reference 3

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source=pdf_text observed=2026-08-10T00:15:08.252631Z digest=sha256:647f96283aa86424dafebaedf3a28ce52a70d54396a8d2c167014d5757c75e86

Observation 7b38642f-a374-4a89-8a89-76651d510dc3 · outbound

This paper cites Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic Data.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Unconditional Latent Diffusion Models Memorize Patient Imaging Data: Implications for Openly Sharing Synthetic Data

Reference 4

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local_arxiv, observed 2026-08-10T00:15:08.938447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.258115Z digest=sha256:fe0967d9448261bacc3b4f55774f9236e6e2a0e8c93c82a1dac4e5b446deb7ae

Observation 034ba315-bc00-4ed9-997f-23000835e3d6 · outbound

This paper cites Biometrics 44(3), 837–845 (1988).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Biometrics 44(3), 837–845 (1988)

Reference 5

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.263760Z digest=sha256:c3715c2d439f3dbc0bc3909d567453423dbea3afdbcd60068b855f3890e366ce

Observation 3f494793-ea52-411c-912f-b1f3920345f0 · outbound

This paper cites In: Conference on Computer Vision and Pattern Recognition (CVPR).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T00:15:08.269180Z digest=sha256:abb5fed3c4239f6ec737b815d059fd95ee175abeae31924f27be4cefefe3e087

Observation 2d3f485c-043e-4408-b368-9056b97e00d7 · outbound

This paper cites In: International Conference on Learning Representations (2021), https://openreview.net/forum?id=YicbFdNTTy.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: International Conference on Learning Representations (2021), https://openreview.net/forum?id=YicbFdNTTy

Reference 7

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raw_fallback, observed 2026-08-10T00:15:09.502655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.274581Z digest=sha256:e4d44c5118f89524aad2c22b7d129801b23a9a3bd07317f1b5f8c8cb21d4d4cd

Observation d7afceea-cfd2-4b49-adea-0e2919c6cbfd · outbound

This paper cites PLoS computational biology 17(8), e1009224 (2021).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers PLoS computational biology 17(8), e1009224 (2021)

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.279591Z digest=sha256:ef2fd2789eeb4b6f4e0e6b39d3a4e6b175f38cbff89de72ffb53ee25ee1c06ce

Observation 9e8c0ed4-4361-4633-8490-1d63c1435d25 · outbound

This paper cites Circulation 101(23), e215–e220 (2000).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Circulation 101(23), e215–e220 (2000)

Reference 9

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raw_fallback, observed 2026-08-10T00:15:09.472622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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Observation 783e5e07-ad79-4f1b-b5ff-d968d930acf1 · outbound

This paper cites https://doi.org/10.13026/ef48-v217, physioNet Fusion of Patient Data Across Modalities and Irregular Intervals 15.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers https://doi.org/10.13026/ef48-v217, physioNet Fusion of Patient Data Across Modalities and Irregular Intervals 15

Reference 10

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verified exact
doi, observed 2026-08-10T00:15:08.912351Z

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source=pdf_text observed=2026-08-10T00:15:08.289328Z digest=sha256:e88171b5c85d8dfc05e749bf3aec7a77ac73a5e72a626a0bd8297a53b06bc38e

Observation 0885c19e-9b2d-4ddb-aa5b-328513a16327 · outbound

This paper cites https://doi.org/ 10.13026/4nqg-sb35.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers https://doi.org/ 10.13026/4nqg-sb35

Reference 11

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T00:15:08.294183Z digest=sha256:4109071aa64dfc41dc77dc5841ca27e17b567b1f68162e02ae9350861f26ac81

Observation f6877cdc-b24a-412b-a817-faa889e6750e · outbound

This paper cites In: Machine Learning for Health symposium.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: Machine Learning for Health symposium

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-10T00:15:09.458019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.299501Z digest=sha256:5f7172fdd35e0dd68c43d1a72c4a29d77f766877080653a99eec53418a353d51

Observation 3277d4a0-94bc-43d2-84fe-bde5d5e4cba1 · outbound

This paper cites Critical Care Medicine 38(1), 65–71 (Jan 2010).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Critical Care Medicine 38(1), 65–71 (Jan 2010)

Reference 13

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verified exact
doi, observed 2026-08-10T00:15:08.885122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.304231Z digest=sha256:c25904d62233f4da0d5d710065530ed5862526497be19b42a2082c31dcb0593b

Observation 4bab7cd2-6006-444c-8ea2-0231fce05b3c · outbound

This paper cites In: Proceedings of the 7th Machine Learning for Healthcare Conference.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: Proceedings of the 7th Machine Learning for Healthcare Conference

Reference 14

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raw_fallback, observed 2026-08-10T00:15:09.443041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.309008Z digest=sha256:9f103016af1a18f8c4033d311073c1a9a90e0ad59b047df5c9a41aacf40671fc

Observation c2950976-08ee-416f-9333-6bde55950e24 · outbound

This paper cites In: Conference on Computer Vision and Pattern Recognition (CVPR).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T00:15:08.313506Z digest=sha256:6567e0fb3e79099550bd46cd9b062edd59951c00cc6c927c9e6a40d7ac24ac91

Observation f4caa2c3-58de-44b5-b834-069134ae6046 · outbound

This paper cites Neural Computation 9(8), 1735–1780 (1997).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Neural Computation 9(8), 1735–1780 (1997)

Reference 16

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source=pdf_text observed=2026-08-10T00:15:08.318296Z digest=sha256:197b1574cb60ba7782ded75aa5b833decbed98c65545c9f110b8e5931a2aa267

Observation e4015e4c-9a3c-4d2b-9c4e-5c60c0a08895 · outbound

This paper cites npj Digital Medicine 3(1), 136 (2020).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers npj Digital Medicine 3(1), 136 (2020)

Reference 18

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source=pdf_text observed=2026-08-10T00:15:08.327787Z digest=sha256:36c282543889677c3a22624225bf5d5df17478027e0d5a7f9e3f881f3b23c934

Observation 2f3ed961-e63f-4079-ad75-e407cb8f846b · outbound

This paper cites Scientific reports 10(1), 22147 (2020).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Scientific reports 10(1), 22147 (2020)

Reference 19

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verified exact
doi, observed 2026-08-10T00:15:08.836785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.332661Z digest=sha256:a6859dbf0c5e212343ab0b02a7d0fb0d8f517d25391d656f9f49ce6b7dfdc03f

Observation 5974e58e-b651-4a26-b8a4-83382749b3e9 · outbound

This paper cites Clinical nuclear medicine 44(12), 956–960 (2019).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Clinical nuclear medicine 44(12), 956–960 (2019)

Reference 20

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verified exact
doi, observed 2026-08-10T00:15:08.820146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.337719Z digest=sha256:d56afb1e031eb0d7a96b387281a89221b2dfd02fdd19550920d652a26e1bd922

Observation ed796e8b-9fef-46ab-a796-fdc91e4ce951 · outbound

This paper cites Journal of the American Medical Informatics Association 29(6), 1060–1068 (2022).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Journal of the American Medical Informatics Association 29(6), 1060–1068 (2022)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:15:09.426716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.342984Z digest=sha256:c9e66717395fd0807c202a2a1d1e0a96a09688d8ec0b4b897328f117ca4f0007

Observation 597f0ab0-b796-46b9-be67-e5f73045998b · outbound

This paper cites Perceiver IO: A General Architecture for Structured Inputs & Outputs.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Perceiver IO: A General Architecture for Structured Inputs & Outputs

Reference 22

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source=pdf_text observed=2026-08-10T00:15:08.347900Z digest=sha256:ee0b0eab5d5fd4eae69a32ffefbe68485e288941ee4eced31205f3dba647299b

Observation af54e7b2-4468-478c-851b-a99f474a60db · outbound

This paper cites Perceiver: General Perception with Iterative Attention.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Perceiver: General Perception with Iterative Attention

Reference 23

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source=pdf_text observed=2026-08-10T00:15:08.353150Z digest=sha256:9f0dff5d66e1ce7d53f0fb47990dc70305090fee2f53f967540c702439edb87b

Observation f7829dbb-4ecc-4b6c-ade7-61ab6098d760 · outbound

This paper cites https://doi.org/10.13026/4jqj-jw95.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers https://doi.org/10.13026/4jqj-jw95

Reference 24

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source=pdf_text observed=2026-08-10T00:15:08.359675Z digest=sha256:421c3de8a09fb4c6cf056ab6e12d15610c226cdf51d1d527f7385c2b5b679ae6

Observation 3cd60c94-8ade-4262-81dd-82781ee17090 · outbound

This paper cites Scientific Data 10(1), 1 (2023).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Scientific Data 10(1), 1 (2023)

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T00:15:08.364377Z digest=sha256:827db64945e9471093fcfab164fb4eafb888feab8ed6610ab7f02c80cae57e3d

Observation 3b38f307-d5a9-40db-b921-eca3848b180f · outbound

This paper cites Nature Scientific Data 6, 317 (2019).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Nature Scientific Data 6, 317 (2019)

Reference 26

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source=pdf_text observed=2026-08-10T00:15:08.369066Z digest=sha256:477216b50603c237a56142a4aa28ac3862f149b2ebfa15937f726165791429bc

Observation c86e214c-0139-4e60-b4ed-9aa5920e8f6d · outbound

This paper cites Nature Scientific Reports 13(1), 10666 (2023).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Nature Scientific Reports 13(1), 10666 (2023)

Reference 27

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source=pdf_text observed=2026-08-10T00:15:08.373593Z digest=sha256:9c32dbe18b69b59cb3cb66fc7382edea3ed916ec6d0f2978f77d139112535dd5

Observation 287b611a-de29-4f62-94c3-af3f6c5374a3 · outbound

This paper cites npj Digital Medicine 5(1), 171 (2022).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers npj Digital Medicine 5(1), 171 (2022)

Reference 28

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source=pdf_text observed=2026-08-10T00:15:08.378655Z digest=sha256:e836b41e2870c1f2fb908f1c3d20bdf274e7772e43c0a64256a0f05a9f129bb0

Observation 763cbb15-56ff-4559-bc0c-d28998f76696 · outbound

This paper cites In: Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS) (2023), https: //openreview.net/forum?id=ZmeAoWQqe0.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: Proceedings of the 37th Conference on Neural Information Processing Systems (NeurIPS) (2023), https: //openreview.net/forum?id=ZmeAoWQqe0

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-10T00:15:09.409324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.384099Z digest=sha256:02c2fc7bddd75573a6643efc06449303d72dd531264ba7d075b364af080c4e00

Observation 99c75bab-bbe0-4eab-9496-e914da92beac · outbound

This paper cites In: Proceedings of the 1st Machine Learning for Healthcare Conference.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: Proceedings of the 1st Machine Learning for Healthcare Conference

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T00:15:09.392185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.388797Z digest=sha256:b1926b95bcf3ff02428d8e6731d463f7e00b03da2ac6e126c5697dd859ac5b51

Observation e0d9d4f0-0dad-4b6b-b7ea-bc8ff2a133b8 · outbound

This paper cites MICCAI (2023).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers MICCAI (2023)

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-10T00:15:09.376644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.401225Z digest=sha256:2d153b7d2967a9c9463f10fa3b71f92b96490945e573730d2f18f190c344ae69

Observation 36ba5d11-5e3a-4590-8a91-f05b9664a7ef · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T00:15:08.406016Z digest=sha256:eb13b4cda6f2188abcd89b2b96041651e948f8a6fcbd9bd68d953c42cf80d1f4

Observation 4442a199-48bf-4107-8a51-d88c53e98b09 · outbound

This paper cites In: International Health Informatics Symposium.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: International Health Informatics Symposium

Reference 35

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no resolver link, observed 2026-08-10T00:15:08.415566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T00:15:08.415566Z digest=sha256:60672048d903c7660f8f37cf9b8810ace4eae4fb8f13c52b75d91c569ba0a64a

Observation 8d2dd7e1-8643-48dc-92a7-c35d1e65975c · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeuRIPS) (2023).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: Advances in Neural Information Processing Systems (NeuRIPS) (2023)

Reference 36

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verified exact
raw_fallback, observed 2026-08-10T00:15:09.250556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.420513Z digest=sha256:edc6a222287230ee7b8a7e5a2748083153085729ccc99e787daae3062ac20e6c

Observation 0b4f61fd-e476-4ad6-a8f9-96f8ef3f959f · outbound

This paper cites ECG-FM: An Open Electrocardiogram Foundation Model.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers ECG-FM: An Open Electrocardiogram Foundation Model

Reference 37

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no resolver link, observed 2026-08-10T00:15:08.425088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ac6392bb-ee8d-4533-a5e1-1682c771ebdc · outbound

This paper cites Nature 616(7956), 259–265 (2023).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Nature 616(7956), 259–265 (2023)

Reference 38

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Observation e34ad980-b86c-4883-a94b-969b24fddc1f · outbound

This paper cites Information Fusion 25, 72–84 (2015).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Information Fusion 25, 72–84 (2015)

Reference 39

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verified exact
doi, observed 2026-08-10T00:15:08.675091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.435831Z digest=sha256:1ba8f835596e1f86377521bfba87b2fcb3f55379f9e708c2207ed931ba449f7e

Observation e66a0f32-6e0d-4d25-b5d3-a99ca7ebfeba · outbound

This paper cites Scientific reports 9(1), 1103 (2019).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Scientific reports 9(1), 1103 (2019)

Reference 40

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verified exact
doi, observed 2026-08-10T00:15:08.659043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.441001Z digest=sha256:71e9bec7655f8a55be2366bc4f5f347d7c16e58e484dfb310625e39d980cd13f

Observation 2b003b06-39e4-4d39-882c-eadd7ccac73c · outbound

This paper cites In: International Conference on Machine Learning.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: International Conference on Machine Learning

Reference 41

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verified fuzzy
raw_fallback, observed 2026-08-10T00:15:09.360637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.445915Z digest=sha256:a142a86122e172dbdf5c9f2fd2c60a643e5728736ac64b2b4cd2713c0b85ab98

Observation b5a72f10-4823-4950-8040-d983a3ed4f72 · outbound

This paper cites IEEE ACCESS 12, 174107–174121 (2024).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers IEEE ACCESS 12, 174107–174121 (2024)

Reference 42

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T00:15:08.451111Z digest=sha256:e03738105d0b082e1da7c10fecef878040df09a12a61fb6cf63b1a884d3fd198

Observation 8efb2ca5-e7ea-40a0-9f02-bbc58a20edbf · outbound

This paper cites Nature Communications 11(1), 1760 (2020).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Nature Communications 11(1), 1760 (2020)

Reference 43

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no resolver link, observed 2026-08-10T00:15:08.456027Z

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source=pdf_text observed=2026-08-10T00:15:08.456027Z digest=sha256:e86af911746c6064215fefcd4163966d442376fe9c5338e7cf2c85ff10e300d7

Observation 9946510d-cd0e-4634-bea5-48d9b74854d1 · outbound

This paper cites an unresolved cited work.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Unresolved cited work

Reference 44

Resolution
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no resolver link, observed 2026-08-10T00:15:08.461830Z

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source=pdf_text observed=2026-08-10T00:15:08.461830Z digest=sha256:bf682e172b658aa2a6af19074a478f3b0e545fa230e0dd15b882e4b4d8062328

Observation 8fdbd3b2-fc3d-4ad2-a0b4-0c7720a2ff9c · outbound

This paper cites Journal of Digital Imaging 35(5), 1308–1325 (2022).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Journal of Digital Imaging 35(5), 1308–1325 (2022)

Reference 45

Resolution
verified exact
doi, observed 2026-08-10T00:15:08.621456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.466882Z digest=sha256:7edd4f7e0c046850a68101eab8ecae99ec60ca3fccaaaf9b918b7ba46cff4936

Observation 4b3e21b0-0e23-402c-bf6c-2c33e21524ee · outbound

This paper cites npj Digital Medicine (2025).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers npj Digital Medicine (2025)

Reference 46

Resolution
verified exact
doi, observed 2026-08-10T00:15:09.345157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.471927Z digest=sha256:377dd475fff003908dc9e242b8258d77a99ebecb07677bc6f274d7a9575787c8

Observation 2d816d63-a642-454f-b9fd-ce622ce0d1c2 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers LLaMA: Open and Efficient Foundation Language Models

Reference 47

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no resolver link, observed 2026-08-10T00:15:08.476597Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T00:15:08.476597Z digest=sha256:877e5a99b4e7383bbaec7ca031260875b5ee72403969837a65c9d975f3cfc896

Observation a486d278-0603-4c1f-a1c2-78faf6fa61d5 · outbound

This paper cites Attention Is All You Need.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Attention Is All You Need

Reference 48

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no resolver link, observed 2026-08-10T00:15:08.482127Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T00:15:08.482127Z digest=sha256:15930c49b5c720d42fe8f7260a39a7f0bd059c741f08b55abad35b1c12bfcba0

Observation 049f6157-4258-42e3-8e9a-354471722919 · outbound

This paper cites Heliyon 10(5), e26772 (2024).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Heliyon 10(5), e26772 (2024)

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-10T00:15:08.486909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T00:15:08.486909Z digest=sha256:6d1f6119b1a37d1abd7890e2186451e319567d17740156a4ba596ed47266db16

Observation 5988fadd-cfb0-433d-971c-7fcff16e4aa7 · outbound

This paper cites Graph-Guided Network for Irregularly Sampled Multivariate Time Series.

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers Graph-Guided Network for Irregularly Sampled Multivariate Time Series

Reference 50

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no resolver link, observed 2026-08-10T00:15:08.492137Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-10T00:15:08.492137Z digest=sha256:3fb88b882422ac85edab6ccc8fafa7fd19b1e7aa36fa7ca0bf5daf6a59267043

Observation dbd9dbea-38af-4377-962b-4a5edf25be32 · outbound

This paper cites In: International Joint Conferences on Artificial Intelligence Organization (IJCAI).

Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers In: International Joint Conferences on Artificial Intelligence Organization (IJCAI)

Reference 51

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verified exact
doi, observed 2026-08-10T00:15:08.541223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-10T00:15:08.497236Z digest=sha256:64479f8f35ce621ffa19a567c7b76e6aef1b369d1521f6708458277f25a77b27

Pith citing papers

Observation 2697b65b-55de-46db-96fb-f7c3d10e268b · inbound

CXR-TFT: Multi-Modal Temporal Fusion Transformer for Predicting Chest X-ray Trajectories cites this paper.

CXR-TFT: Multi-Modal Temporal Fusion Transformer for Predicting Chest X-ray Trajectories Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers

Reference 25

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no resolver link, observed 2026-08-06T15:53:48.529522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:53:48.529522Z digest=sha256:cb813ba7d432fd14ea87c107031f90024eecb0cad75d02036026d9f2c128f1bf

Observation b212f39c-781b-40d1-a32c-4aa16a9a8016 · inbound

A Scientific Human-Agent Reproduction Pipeline cites this paper.

A Scientific Human-Agent Reproduction Pipeline Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers

Reference 20

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verified exact
local_arxiv, observed 2026-07-05T10:40:55.160774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-05T10:35:33.834110Z digest=sha256:1b9b7e5c783f22da0094a3098336cbc53d178d2593f28d6fb2db3c290d6fdae8

Observation 52dbe233-6d2d-4c0b-9708-6ab0c4b1348d · inbound

Handling and Interpreting Missing Modalities in Patient Clinical Trajectories via Autoregressive Sequence Modeling cites this paper.

Handling and Interpreting Missing Modalities in Patient Clinical Trajectories via Autoregressive Sequence Modeling Arbitrary Data as Images: Fusion of Patient Data Across Modalities and Irregular Intervals with Vision Transformers

Reference 20

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verified exact
arxiv_id, observed 2026-05-10T05:51:10.035821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-10T05:49:08.511479Z digest=sha256:9e8fc2a101103f0a55702fdbad0ae2fd9b0258f1689e96cbce284c86e300c45c