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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 8 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 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

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

Resolution
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.

source=pdf_text observed=2026-08-07T13:31:06.125640Z digest=sha256:43a0648edc2f5415aa6ae26b616e7dc1871e116411ccf4e8f350c9cd3f7d2892

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:dad9385d81fa717d3131235fd2cefae212a27a0473708b7cf30ff3404436bb82

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:06.300285Z digest=sha256:4f808547dc65af3d6c134befd8dfa01c04f8fcf235605269dd1a673ce5bd4941

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 2026-08-08T06:32:00.761636+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:d29b8b1e8acd69704dd22829744977ea43613c429f506e129628c94bfeffd40e

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=sha256:7ee3dd2665507802e074e3386914ea9a9c1253629fd972a0a081e67a5af01197

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:06.792785Z digest=sha256:ae1891f95ce03d5a164c78d9a41114f2e985c4c1b027a8fc67c12411af4036b7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:06.936629Z digest=sha256:2fe109b1caa697674ead6a5a637a040b80ff9147a1103268d59dab3df72d9f9b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.026429Z digest=sha256:0016a720da63709ac46a12a073171517d391982e7db777c6145795616a526d3f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.106781Z digest=sha256:38c51b1f2a4bec39594e766a0567e67b67b39359fd1eddf46c61f2ab4b19dc0c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.156424Z digest=sha256:b27a71392cbed40c36c91248d2870af171208e17be8e6fcb4a04f8ce632a6f0e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.216616Z digest=sha256:e35f24e44b0c0ae3ea97e5776932ec341b03c0e4ca8364d29f14860a92c41eb8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.271610Z digest=sha256:a0e38d025611351ef2317d97490a56dc7ff360d3ac49cadaae37081e13365f9b

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:f0effb3b00cd1b5ffa10385436f92d6d60ef3a4301031e05cde3b2bf3183d757

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 2026-08-08T06:32:00.761636+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.467114Z digest=sha256:c7892e87ead24667a2acbc6261c0f09b664e5e9eaf42dd6a9fc12420731960cf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.513719Z digest=sha256:3a94dab860adebeae269ddd82e4e5bcec6b5587166113f16042d210fd849fe49

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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.631652Z digest=sha256:23939812c6e954a48823f3932700644f599de8af109d8d61409961815ffda007

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.696954Z digest=sha256:e8212fa46015de6d55006ad23aafad8b219d693e86a9b00b12cb52f771099fc8

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.742390Z digest=sha256:cea4ef812f5b5dfa52a48372da23dc7c190905dec83104995049999ef95ee4d0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.807695Z digest=sha256:a54f6a6824defdb55c84c2dc0f811ee295aecda9263f7818fcd8c978c5913c06

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.889121Z digest=sha256:47977a04c4f63d7a3e3e435edf0dce91cf7b0873f92d3158e142d76f82f3a2c0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:07.999097Z digest=sha256:0e28add24776514f6ef9da00bdcd9f4bf66faff57580c8fd0764b780d61127dc

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.056750Z digest=sha256:25ed2fd97cb7a1bd9feaa2103c6533fad82f89389ee4f07485cc5c345cedacfe

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.120699Z digest=sha256:16766f9d427351afc950f339ff5b5129f184d9d24f411bd0b2f3f9c540b003bf

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.171251Z digest=sha256:a65f250e03ba8ee1fd54bd7c4f063a24a1d294f9cc4c4444d89fbabc732c4555

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.228357Z digest=sha256:3cc650dcf643f59c0a253791aac6ff1f45fb58d9897c0bddbf2982fc676f57b4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.308036Z digest=sha256:cf3a9f0051d1d567ee5c7d15f7265f2f58bbee8f691f3d98157a56f5fa2e5d60

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.354212Z digest=sha256:02507a9feef031360b33aad47bac8a5669e65b36b8c37917f332526b626d922e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.422184Z digest=sha256:8f66b848a9d412580c100f3329d216dc179f2cea0e5ac187b9fcbdc131621b23

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.478895Z digest=sha256:60c5b44a1d628c753970d61ed05720a48aa7e458f0b97aa6c819b3f0576b9929

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.551723Z digest=sha256:4c4673279e0b0607b1743fdeb64a13e2b2b1b91276ec567af79e3501dd06bb8e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.601408Z digest=sha256:0814465c8ff912dc532b871f0fe7e8cd5b8033a307be0c0682d00efde3ef6f8b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.636897Z digest=sha256:c40f95a4f04d9f6892d5d61f89e8e04b868c0a05abf876278a62080945eb2173

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.672030Z digest=sha256:bcf7f3eedd90a1bfe3623e8fe5ab8e8ed3e5ff045c05295bb84e9e691fd4c21a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.721750Z digest=sha256:1f6f540d9dcee653cd4291084446bd668846d24cc54df9520c103e131e2b2fa7

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.799737Z digest=sha256:5714f0e09397929c7f42c5a077ab2b7b58d79a69d840cce8a8b075d6d844e35a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.865002Z digest=sha256:80b7187d5a0c75163fe28af0a8e8235bf5cc304e39695aa34cd8eeb2f2c9496e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.907063Z digest=sha256:da71d973c90ea20138b615d9cb2c2cff542f1cfeaa75714e27cc9f240308e127

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.937235Z digest=sha256:d60a0595c13506fbbb70a35eef5ef86f5c6cc58d30d3e741261f0527a1d5e5fb

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:08.979346Z digest=sha256:bc03dbb8bf6d30af3da1f8a8ad994e98e83c7f7c0ce0a37954c80c0a84c515e6

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:09.017810Z digest=sha256:ccc6d85ea2ebeaf36d025d4c5103af89b3eeee8e37982621955f3f12fae1e3da

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:09.084661Z digest=sha256:0d2a1d9154929666f72cc92a8dc043dbdfdfc7870140f442959ef35210529abd

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=sha256:251517f5792ce54597e6174ec4ce5f29b0ece2cf0575bfb64a720cbdcc37720a

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:e272d6a1d32b07305f3e9d8eb597b6fc5545c1a4ae773cea52f9bafdd135df0c

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=sha256:39af3aeb2727906f087c2e024593092460aedbcc11fe7f2014a3f184aee5c42c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:09.503082Z digest=sha256:8f1ebf44eebc2db68d193165c27c58a5267e5b734de1cb6c8fa517908bdeaed3

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:09.636828Z digest=sha256:e5a9be8c7f126cfe615959f2ba324a5e668d8f6f6f38a9a143c09ee7c78f11d6

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=sha256:3e4b4df1d792c0e2189c7fbdb5cc56c010a8d10351a85b1a5804f82bf968502a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:09.830164Z digest=sha256:307574de7f4125481fb47cda2f25334eee33666bec3656c798adae10252333c1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:09.936408Z digest=sha256:e20cfd5a2efd5b0f91691498e26defcabde7d8b5362baeb0eb7775e281357d23

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:10.055029Z digest=sha256:15aee2c3f3524e81b933aba259459c467aa7303c688277bf8e5e0b6a6d1acc1c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:10.166340Z digest=sha256:ef17199187b6543c870838aba8e97111e7ae7bb5e1650501e954496b1ef0eb33

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T13:31:10.310958Z digest=sha256:66172e39bbf2491904c24234f1c4e91337f4917ca375f89315e43752ec3a571c

Pith citing papers

No inbound Pith citation observations are available.