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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 11 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 2026-08-11T06:34:44.6726+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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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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:31:06.125640Z digest=sha256:a24cbfce761b512e592e493b7b131a1eabefa901cffb10de11834dcafe4b3ac3

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.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

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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 2026-08-11T06:34:44.6726+00:00.

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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=sha256:5611de91fb912f5fc97229034ce863d763d3b617b1c7d44d5e7578ef7c7669cc

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:d3138d9564e9c1207020701f1899f9cac243b4efb32cf5e9460af345049edd35

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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:06.792785Z digest=sha256:76b27f3fe57945556d8cc45ec5f1336332e6fc39fbb0ee9f0c3a0e3fceec8e02

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:06.936629Z digest=sha256:a05b5fedee18c7ed9d878ce8d51e9dad3e89e57eb25ec0c144b843c1df2ae80d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.026429Z digest=sha256:24d9acb91017c383987d23cadb2e3a51483f68a6b89d5bcd2634507dd739d639

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
raw_fallback, observed 2026-08-07T13:31:18.650428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.106781Z digest=sha256:7b27803760faf49b46c83a77ae93d05241b099fcb65eda68e4edafbeadedc291

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.156424Z digest=sha256:263f3a58e5dc35ad2a02d7d0b0258b3acef0ea27ca89e7526d77f20357f3e718

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.216616Z digest=sha256:2ac4cb31e3033dcb5ea86aa5b966ce3d5fd672631ebceaba33ae647bcf8a070a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.271610Z digest=sha256:a3edf2836546f5c4b1a7c0dfaa8d20857dfc3336ef3c8d9312238cad0e016518

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=sha256:347dae33ddd535b476af7444192d0797feb0675e2cf8eb347345a762899506fa

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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.467114Z digest=sha256:008050a2df83fec11ccc8d70f2a569f680c1bd7a9eb112cbc987436257a8396a

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 2026-08-11T06:34:44.6726+00:00.

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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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.631652Z digest=sha256:8e8484f9d115318103a1cb5507dd77c7431be8e3157457d2abc8b0ded4aaad6b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.696954Z digest=sha256:9538a27d1d8bf7bd6d3a6d6218e5299a2252e0ac2ae700ed940dc471723f1026

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.742390Z digest=sha256:9fa8f5967a3f64b6cf585e618936503c5d4edc17cc7e999ce780d34baaaf53df

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.807695Z digest=sha256:536e3d81956670271ae386e3d7a8d3d7338d408920f0778740562cce38bba898

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 2026-08-11T06:34:44.6726+00:00.

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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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:07.999097Z digest=sha256:4ade4c5e48a75d0db0ad974e459ec0e7c8b96c6317d3179759d74e17cf5f5b97

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.056750Z digest=sha256:a897e44d9963f7c7eacfd1999f1aa135b1e8bbaf3f21cb70545c3d1b907673c0

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.120699Z digest=sha256:f8d6370b448521362a2e706b45f14acbe8a3d7052acd8c6102bbfcb9645ec686

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.171251Z digest=sha256:ca3f3cbd980a4dc142b3e04db91bb19dbb6f67a4fc0ae3987549e7c6f0773bf4

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.228357Z digest=sha256:34769c6803a06931c438aca3194b2c5d767f8c6eea14950b01297ae7394a2c75

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.308036Z digest=sha256:b73cc420f7bf7d26b10f7765b0aa3be28295acd2ec266e1adbf840482f12f7eb

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.354212Z digest=sha256:671520b1c9d0d468de3767618c8353521a3be0c0c20f5b37b38708119b80942b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.422184Z digest=sha256:480481a19cc5e24a5a8f982f2acbc0b8aa6c3d94a91dcfb74696d4ab6b0c023c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.478895Z digest=sha256:5fda7667f56425cd1a515e5be282f4489247b4f96b0e4ee47e90da13d54310a6

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.551723Z digest=sha256:710b599964a18084cc396d89109af99b58de05de5434c5228234c895c11e1176

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.601408Z digest=sha256:41eb6a8ebac811435c4adcce619ba928333ef985e1ba812f2c4612adce514caf

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.636897Z digest=sha256:8e5ca060b8602882d59f1a9404e0639312cc84002d992e02d33a84647a293234

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.672030Z digest=sha256:9c8bf0bb7d87e456e505aeb3891c7a16e622ee978d39d0825d0b7c9bc40c62f2

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.721750Z digest=sha256:48930120054bede5c8206699a58dce6ac42765756036a7a97e617d70ca3bcf24

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.799737Z digest=sha256:a5f9299755a52a1ba147dc2cc67cd89b1554492f77325f90d9b649cb49295d1f

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.865002Z digest=sha256:c0ffa27e97cc6a902b73efbb5d5c8b2b78d8157ceba133b774bb25ce56807159

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.907063Z digest=sha256:0134cf3de9b8ae86dad10233ce7b1c1076b04e66c781dacac80382ce057b875b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.937235Z digest=sha256:410985354ee10744ae942862dfcdcd56126ea36b7d1ab9adf7105bd5ea6a7841

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:08.979346Z digest=sha256:7aa2de5ac6ccd9b4f662d4027c098273e8f393428da8496053c352eb3be337d8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:09.017810Z digest=sha256:eee6e6ce55ef0d774a151f59116205dfdd5c954b8e7c6e434e4cd3010fa975e8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:09.084661Z digest=sha256:b39aa576971898ea3d2b41d81e4219b8ed9120496064181460fa393f41a9f177

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:d88024a4012d01d09022652ea10a60c3e27f87cf19f8c2b37a1300c4ebac85db

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=sha256:883e23d9fa40bbb5ddb94abd393ce97170fafa6180922a8bcb54e1c4d227f11d

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=sha256:045a21cc760a3bafff960c00d46be5368198454e2f1f7fe3c316138e9d5083cd

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:09.503082Z digest=sha256:09ee9ce2ed8b7309a06817b1a0eb609550636e003254f1a517d87e551303370d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:09.636828Z digest=sha256:89a8480f42f071392785cd7b51794ae3450be090c6691e86ebff371c5e677370

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=sha256:77d783e411e674a1e91ecccee241bb73e60a15b1b1840ccdbbf0e9cda5fb5f33

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:09.830164Z digest=sha256:41ae6451e50e08422e1917c5df626707aa9c15ac12f7a7ba94a103db8ad07797

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:09.936408Z digest=sha256:2d9263e39537875ce1e6a452763a285270c10f3bf9eb7618ccaa5f90bf8a8e60

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:10.055029Z digest=sha256:080ce238cb4faf8b863c46369e04605f41e7e3679e4f9207be0a0b558f4b89eb

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:10.166340Z digest=sha256:3fc38b9b0036eed0cf3725aca583e941e2676b449a7fd09f09f6d5f11e98ce8b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-07T13:31:10.310958Z digest=sha256:5896a3fd191fcbafb608a0581869170a508e47995780d23c789379f5b411bc66

Pith citing papers

No inbound Pith citation observations are available.