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Paper Citation Record · LEDGER

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2

As of 13 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 0 inbound Pith citation observations for arXiv:2505.21715.

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

pith.paper-citation-record.v1
2505.21715 v1

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:31:10.310958Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

57 of 57 outbound references displayed

  • verified exact2
  • verified fuzzy41
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cf75a82b-7705-46c9-a90a-b69670dc4c3e · outbound

This paper cites Medical Image Analysis 42, 60–88 (2017) https://doi.org/10.1016/j.media.2017.07.005.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Medical Image Analysis 42, 60–88 (2017) https://doi.org/10.1016/j.media.2017.07.005

Reference 1

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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 c0e1d408-a82b-495a-a3b7-2414b8bcef57 · outbound

This paper cites Cross-modal Memory Networks for Radiology Report Generation.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Cross-modal Memory Networks for Radiology Report Generation

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:06.125640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 70df6807-fd9c-4c06-90d4-713910b2430e · outbound

This paper cites On the Automatic Generation of Medical Imaging Reports.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 On the Automatic Generation of Medical Imaging Reports

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:06.209079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:31:06.209079Z digest=sha256:173a67b8d4ea2fb342b0c2affc98d11a1ceaa07bf27f4a0f4aefb04a48d42f9a

Observation 39ca1aa7-9084-4b39-be87-543d05a39937 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:19.297910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:06.300285Z digest=sha256:7e2020681ade17c71e6bfa217893835424252218bb969cc43531877dde44f75b

Observation 84b716d2-d08b-407e-9665-2c2bb9ed1d30 · outbound

This paper cites BMC Medical Ethics 22(1), 122 (2021) https://doi.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 BMC Medical Ethics 22(1), 122 (2021) https://doi

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 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:06.449604Z digest=sha256:39a135c3b64fa9a875700867253eb8b0e2c825c1b9975c2797f321f2d7e0b3b5

Observation 0e86050e-3f02-4c2e-9960-b2aa6e145ccb · outbound

This paper cites In: Artificial Intelligence and Statistics, pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Artificial Intelligence and Statistics, pp

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:06.532306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:31:06.532306Z digest=sha256:f3e765de8006faf30862ace170a365847100f21e98b9b2eb3bf911597d33ac9e

Observation bd1529ba-9583-4418-9cbb-e0c28a7ecf68 · outbound

This paper cites Advances and Open Problems in Federated Learning.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Advances and Open Problems in Federated Learning

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:06.631832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:31:06.631832Z digest=sha256:c6336d6e6902398cd3dfd399736b9a6f87d702242cd453b26ed1cd459db3902f

Observation b23479ee-2480-48b9-975e-b59012100cf7 · outbound

This paper cites In: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pp

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:19.128079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:06.792785Z digest=sha256:2d9285f0a7ededbf4cba4af654d3719fb7001fd7155220312794a999ee928837

Observation 1401b0e3-bb3e-4e4f-90d0-d277aac94011 · outbound

This paper cites In: AI 2020: Advances in Artificial Intelligence: 33rd Australasian Joint Conference, AI 2020, Canberra, ACT, Australia, November 29–30, 2020, Proceedings 33, pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: AI 2020: Advances in Artificial Intelligence: 33rd Australasian Joint Conference, AI 2020, Canberra, ACT, Australia, November 29–30, 2020, Proceedings 33, pp

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:18.963907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:06.936629Z digest=sha256:d0ac87a4e9dc1bdcf1b6684d48e7237948cdd4b24072c160a65ca6aac4a5cb29

Observation 93694df6-45ab-498a-8a62-5ac1a50ecc42 · outbound

This paper cites Scientific reports 10(1), 12598 (2020).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Scientific reports 10(1), 12598 (2020)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:18.814944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.026429Z digest=sha256:5ce92b62631a0644e6a698184cdb6d1e1e9767e879ede6e00400e57d1f928380

Observation 926b0a1c-6d7f-4381-99b8-04a61c8e6ff7 · outbound

This paper cites In: Interna- tional Conference on Computational Science, pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Interna- tional Conference on Computational Science, pp

Reference 11

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.106781Z digest=sha256:a202eae0df16be3fa2c9845feed4bc64b46b0e1301ecbc2cf0fefe1e878d634f

Observation e6761a9f-a5b2-4556-a098-b3294185b846 · outbound

This paper cites Sensors 22(14), 5195 (2022).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Sensors 22(14), 5195 (2022)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:18.480056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.156424Z digest=sha256:85633109409fe9413aa796b740fb8e75534a3547bdb057a632ad38ae3744fee8

Observation 19ebd636-907e-40bc-bf7a-7d92247f3bb8 · outbound

This paper cites In: Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, pp

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:18.284597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.216616Z digest=sha256:8add9950984c03056c89af0b5040cb538469b37ae24d1dceee4d3dc206d3fa42

Observation 8a149b3f-e0f2-4cda-bc4d-1e618a4100bf · outbound

This paper cites In: Text Summarization Branches Out, pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Text Summarization Branches Out, pp

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:18.120935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.271610Z digest=sha256:4c0ff1829ceb9fb59ae6ec0ce780c0a9e7a6df79c4a32216e5c34dfb4dd15101

Observation b9179514-bf9f-4d2c-a527-416b69531bf8 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 BERTScore: Evaluating Text Generation with BERT

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:07.313129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:31:07.313129Z digest=sha256:18ebe3c56e7dc7a98de249a96bafda56c2496732bfa9211d0a330944ea60e4f8

Observation a1addc8d-bc72-4727-a219-0ae581e7781a · outbound

This paper cites In: Al-Onaizan, Y., Bansal, M., Chen, Y.-N.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Al-Onaizan, Y., Bansal, M., Chen, Y.-N

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:07.361215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f701fbcf-47b9-492d-a04e-08e1779b3a8a · outbound

This paper cites Sensors 22(10), 3728 (2022).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Sensors 22(10), 3728 (2022)

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 3c39017f-677a-4277-be76-8c2e121d4e96 · outbound

This paper cites Scientific Reports 12(1), 3551 (2022).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Scientific Reports 12(1), 3551 (2022)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:17.768156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.467114Z digest=sha256:d303a95467aba7501a5c608901bb318ea9b15589b921100fc66280b7d5c3502f

Observation 0f57089f-4a03-4294-8418-7b2c46549010 · outbound

This paper cites Scientific reports 12(1), 1953 (2022).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Scientific reports 12(1), 1953 (2022)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:17.591554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.513719Z digest=sha256:bb1fde79118b15a8f3cf7a810b3093769349686b8aaff941eaded30c7899632e

Observation ff5505fe-82da-42c7-a537-4ab05c5ef689 · outbound

This paper cites Scientific Reports 13(1), 22576 (2023).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Scientific Reports 13(1), 22576 (2023)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:17.453853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 7b8f9b06-30ac-4e22-9d76-2d909694f247 · outbound

This paper cites In: Medical Imaging 2023: Computer-Aided Diagnosis, vol.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Medical Imaging 2023: Computer-Aided Diagnosis, vol

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:17.299894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.631652Z digest=sha256:90600137ae72e553cedfb9f2c900253e49b573e95c4b689bc35cc95049945ff1

Observation 118635bb-7074-460c-8232-422db476b733 · outbound

This paper cites International Journal of Machine Learning and Cybernetics 14(8), 2659–2670 (2023).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 International Journal of Machine Learning and Cybernetics 14(8), 2659–2670 (2023)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:17.130901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.696954Z digest=sha256:8ec19d39e98e0a68f4a58079506d35c87183f43a4b8cf4e47702188142b3a87a

Observation 152d671d-9cdb-49fb-bd7a-b32f10efe1bd · outbound

This paper cites IEEE Access 11, 28628–28644 (2023).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 IEEE Access 11, 28628–28644 (2023)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:17.001336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.742390Z digest=sha256:47e9ad69b8d59f225131ea0fc7b74310978309c34c4c9e0bf4c49bbadf71fbec

Observation 7ca606a5-344d-424b-a867-63245170c0b9 · outbound

This paper cites In: 2023 4th IEEE Global Conference for Advancement in Technology (GCAT), pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: 2023 4th IEEE Global Conference for Advancement in Technology (GCAT), pp

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:16.862925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.807695Z digest=sha256:7cbf7f7bea0f5c3ed088927e4308fbbf45b879aa17cff7fb690380b8233724a0

Observation 137dfca6-4dcc-470a-8446-89db3ac8f8dc · outbound

This paper cites In: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), pp

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:16.680606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.889121Z digest=sha256:498918b13dc4bfea3b9941e10fa0a5c3ce985a45324dc7ecf1c0cd6338e0b7ee

Observation a86debc1-7ba8-46c0-a73d-08c8f0bc1133 · outbound

This paper cites In: Proceedings of the 2023 9th International Conference on Computer Technology Applications, pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Proceedings of the 2023 9th International Conference on Computer Technology Applications, pp

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:16.476709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:07.999097Z digest=sha256:01cb880f80317ad53c21995aeab59699edf638e7b0835e0bb0d2375b812c79cf

Observation 90a5635a-afc3-40ca-85c5-5b691ce39b95 · outbound

This paper cites IEEE Journal of Biomedical and Health Informatics (2023).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 IEEE Journal of Biomedical and Health Informatics (2023)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:16.308060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.056750Z digest=sha256:9d8412e8eaacd16b32da3a57e73dd34f951e22831ebf045cd331b92e9ec95155

Observation 429eeb13-4fc4-4cf8-9190-2bf4882146ed · outbound

This paper cites Sensors 23(2), 743 (2023).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Sensors 23(2), 743 (2023)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:16.188609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.120699Z digest=sha256:5b217d6d342664688e643289b4ad85d0ced18c952861708af8fe8817def1d633

Observation e20c311c-dc0f-424a-a3ae-b6a3e02038bd · outbound

This paper cites Diagnostics 13(9), 1532 (2023).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Diagnostics 13(9), 1532 (2023)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:16.001697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.171251Z digest=sha256:4ff0520b1e7bee37420680f82de85ae8e739086a2dd234db340cfd02b3045888

Observation 102f6729-c864-4781-a6ee-b552b95af685 · outbound

This paper cites Computerized Medical Imaging and Graphics 113, 102342 (2024).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Computerized Medical Imaging and Graphics 113, 102342 (2024)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:15.801380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.228357Z digest=sha256:e0c4d38b1b9dbe836e7c4c7caa32dd8d4433603a3b4de4ee440bbd22afaa54ac

Observation d1ec998e-9535-4793-af26-d6962de45423 · outbound

This paper cites In: 2024 International Con- ference on Artificial Intelligence in Information and Communication (ICAIIC), pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: 2024 International Con- ference on Artificial Intelligence in Information and Communication (ICAIIC), pp

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:15.645972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.308036Z digest=sha256:985d420c62bbae50ae0995c988165f12c8d8c8de93ee22f45fcb5a0f21b70b4f

Observation ed5b3f20-abb2-4e42-b6b9-48d501d31899 · outbound

This paper cites In: 2024 International Wireless Communications and Mobile Computing (IWCMC), pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: 2024 International Wireless Communications and Mobile Computing (IWCMC), pp

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:15.463662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.354212Z digest=sha256:877a33edfe995b6e3fca6d6e78a5e21924db28f6948fe4da952d2194fe7b2d66

Observation fc7180e8-5aa7-4b22-9c49-f5cd070a50dc · outbound

This paper cites Pattern Recognition, 110424 (2024).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Pattern Recognition, 110424 (2024)

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:15.273952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.422184Z digest=sha256:ae6c47a780c5b9509607ce6686a9a947acc487e6abb5381849c23087c9142482

Observation 226306cb-0b41-4f9b-b54b-e92580c221ae · outbound

This paper cites International Journal of Interactive Mobile Technologies 17(1) (2023).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 International Journal of Interactive Mobile Technologies 17(1) (2023)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:15.049975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.478895Z digest=sha256:8396d7b2004c78b6902b0ab5fab24343701af08de6c4e2d961a3f40f071240d8

Observation 8fc5a625-3d0d-4137-bee5-25a9f1edd311 · outbound

This paper cites On-device Federated Learning in Smartphones for Detecting Depression from Reddit Posts.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 On-device Federated Learning in Smartphones for Detecting Depression from Reddit Posts

Reference 35

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T13:31:11.768051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.551723Z digest=sha256:91c3b08b9f543d2afb7eafb12b34baeecce1cd265f0a4d18da393fec4d700a3e

Observation dc54e09c-8118-4947-8a50-417277506dfb · outbound

This paper cites Alexandria Engineering Journal 122, 344–354 (2025) 22.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Alexandria Engineering Journal 122, 344–354 (2025) 22

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:14.857771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.601408Z digest=sha256:bbc8e7b21013127cf11d17e1cbb634b85647d434f1e088ad5de579399f61e789

Observation 7d21268b-0b10-4976-96d0-7ffe8a1a9871 · outbound

This paper cites Alexandria Engineering Journal 126, 131–142 (2025).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Alexandria Engineering Journal 126, 131–142 (2025)

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:14.708933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.636897Z digest=sha256:b6f9bb0e207168b0a15e0f5cc96fd5bb1426914af5be802d4951e8a58dc2249a

Observation 52928dac-8e83-498e-a5ba-fdb137ff225d · outbound

This paper cites Alexandria Engineering Journal 108, 498–508 (2024).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Alexandria Engineering Journal 108, 498–508 (2024)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:14.497198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.672030Z digest=sha256:e978f2b55c639809116adb75579213813bb6f9c7fa573b69437412631db489f2

Observation b512ab0c-4c3b-4fad-bf5b-ceb1fe608513 · outbound

This paper cites Alexandria Engineering Journal 114, 1–11 (2025).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Alexandria Engineering Journal 114, 1–11 (2025)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:14.319773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.721750Z digest=sha256:931c75dace0f1cabb090af770eebb2439cd9325185230a97f0ddb338632ca93e

Observation eea153cf-c21c-40c2-88c3-f31b8b2dd243 · outbound

This paper cites Alexandria Engineering Journal 105, 105–119 (2024).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Alexandria Engineering Journal 105, 105–119 (2024)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:14.123004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.799737Z digest=sha256:f59b37515298a3f6a2ddad7d1b9cc378d0c75ca672745b7920bef2017244dd27

Observation 6526990c-5280-4cfe-870f-1accb00248ba · outbound

This paper cites Alexandria Engineering Journal 120, 215–228 (2025).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Alexandria Engineering Journal 120, 215–228 (2025)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:13.951234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.865002Z digest=sha256:b0063115b91fa98cf3a68b9f0217e8f238809c91eaeda8c497b732b627fa1763

Observation 591639b8-4b6b-4f81-99d1-fbd35aec1c50 · outbound

This paper cites Alexandria Engineering Journal 125, 441–448 (2025).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Alexandria Engineering Journal 125, 441–448 (2025)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:13.769861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.907063Z digest=sha256:3979470e673efc22c893901ed83c3d729b9fb315e3b384865a3993e7c67badb1

Observation e1eeba88-a967-4970-b6ea-27b5818e213c · outbound

This paper cites IEEE Transactions on Emerging Topics in Computational Intelligence (2024).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 IEEE Transactions on Emerging Topics in Computational Intelligence (2024)

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:13.598936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.937235Z digest=sha256:23c0669b86914ddebdca9c6390d91d868de2d4d2c0b7a3ae2a212ed995000f44

Observation ce3b221c-270c-4447-8598-be540ab939fd · outbound

This paper cites In: 2024 5th International Conference on Electronics and Sustainable Communication Systems (ICESC), pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: 2024 5th International Conference on Electronics and Sustainable Communication Systems (ICESC), pp

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:13.402520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:08.979346Z digest=sha256:520cdc095daefc44754030b719998f90ef3faa62a20480bb9e27f1a10d917d2b

Observation 17e88905-3c0a-4df4-adc5-c764111a433c · outbound

This paper cites Secure Federated Learning Approaches to Diagnosing COVID-19.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Secure Federated Learning Approaches to Diagnosing COVID-19

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:31:11.560777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:09.017810Z digest=sha256:975575a54cc96358567fd1993e7385481ce00ece2d3cd9ffe2cec7a11458abe3

Observation 9132d821-2efc-4262-a576-aa4da164b546 · outbound

This paper cites In: 2024 36th Conference of Open Innovations Association (FRUCT), pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: 2024 36th Conference of Open Innovations Association (FRUCT), pp

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:13.199482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:09.084661Z digest=sha256:639e5ab29e7099512805ff1efd92f43f0676299669b6f184be4f1e959fc5173a

Observation 4de51c9b-07d8-4ae6-98a1-d4a92f3598c3 · outbound

This paper cites Generating Radiology Reports via Memory-driven Transformer.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Generating Radiology Reports via Memory-driven Transformer

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:09.174584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:31:09.174584Z digest=sha256:eb2d993cb9a74b0aa0d6d3df620caa204a26c9126d4b3992e893242374951244

Observation 43f8c0dd-1c5e-48b2-81b3-022d86837f55 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:09.264053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:31:09.264053Z digest=sha256:edbfb4b359d0b0f92c96bbd7e5639277fa5d5d7e5ba66053cc6a69735bc9bd0a

Observation ce93fbaf-2d96-412e-9c09-6e6fbe8422a8 · outbound

This paper cites OpenAI blog 1(8), 9 (2019).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 OpenAI blog 1(8), 9 (2019)

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:09.365766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:31:09.365766Z digest=sha256:50b2178c0bda96dd0cead63911e45f65024eda17d8080e6d42180925bbc389b4

Observation 3a2a9d06-ff7c-4461-842f-25012fa533ac · outbound

This paper cites Advances in neural information processing systems 30 (2017).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Advances in neural information processing systems 30 (2017)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:13.017055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:09.503082Z digest=sha256:b046f51d112dfc6d11f631c5dc7e10fb2b58c15b6b916e94c9514219a29fb2bd

Observation 150a29bb-b86c-4ecd-a39a-ce40151865fa · outbound

This paper cites Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2

Reference 51

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T13:31:11.286889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:09.636828Z digest=sha256:2bd6f214c42a01baeef42db27be4190ff6abe5df0fd2bce81792bccac2c69ab0

Observation 7d699783-c277-420b-a0e3-239ec006dbba · outbound

This paper cites MAIRA-2: Grounded Radiology Report Generation.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 MAIRA-2: Grounded Radiology Report Generation

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T13:31:09.742153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:31:09.742153Z digest=sha256:781d36db79c20247bf85187cd8d9fd96162c20ebe74db378513f8df4799a5b0b

Observation 7ba671b1-e1c6-4c72-97b4-ca06c5a2888d · outbound

This paper cites Informatics in Medicine Unlocked 50, 101585 (2024).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Informatics in Medicine Unlocked 50, 101585 (2024)

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:12.788032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:09.830164Z digest=sha256:19025c33323572fa447f63fda47c7d8cd626b8e6b03c04ad1dc1f91035cccbf6

Observation d7e57938-b089-4db8-b578-ee424a68bee5 · outbound

This paper cites e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 e-Health CSIRO at RRG24: Entropy-Augmented Self-Critical Sequence Training for Radiology Report Generation

Reference 54

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T13:31:10.951461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:09.936408Z digest=sha256:8b7707ef083c886fcfb5ff11bd8a9c76cb163dda094fd03426d877dca7adcfdc

Observation 6084a2f2-09ab-45d7-9f6d-2004b9cc971b · outbound

This paper cites Heliyon 10(7) (2024).

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 Heliyon 10(7) (2024)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:12.552825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:10.055029Z digest=sha256:1cc193d804ad892203aefb78fb7d794d328b81886ce6f4d2d9f6410faf32d2ff

Observation b6142f30-0288-4cd6-92c1-a3585aedb851 · outbound

This paper cites In: Proceedings of the AAAI Conference on Artificial Intelligence, vol.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:12.366118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:10.166340Z digest=sha256:021e8ee3df48caded631bf29d2351c43415834ed72490a04df18a96b594161d6

Observation 66ae9e32-99d8-421d-bd8c-2bbe304da030 · outbound

This paper cites In: Machine Learning for Healthcare Conference, pp.

Privacy-Preserving Chest X-ray Report Generation via Multimodal Federated Learning with ViT and GPT-2 In: Machine Learning for Healthcare Conference, pp

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:31:12.154151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-07T13:31:10.310958Z digest=sha256:bcfa1dd6679fadf9721ca4950ab074ca995d4e31a900bb42db6a8d952616108d

Pith citing papers

No inbound Pith citation observations are available.