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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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:06.300285Z digest=sha256:b5bca042f1c92b605d97c8ad67aed05ff54bab7a68cc39bd0b34824af7f3583e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:06.449604Z digest=sha256:29cb34b99f4a63077a504d5dd5bb8be89f3f0c815e9537506b2e6ff1e7eeccc5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:06.792785Z digest=sha256:209c0ab90ce24b54b9321daffed1e505fadd36b791120cb4091613d6a6fe0959

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:06.936629Z digest=sha256:12dd389989534daba81f7bc35b92e1e1a49dc489f76fc009e9b6dc09ad07d967

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.026429Z digest=sha256:476a89de709ce1ab8f1b23edb647ddc1833f33330e2510454eccdd3b0e0bec53

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.106781Z digest=sha256:8b3cad338649e220d37e2344b383dcbc8adccc478179e2d65aaad7604e3b04a6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.156424Z digest=sha256:c07ae43cfa53ecca5324dc1a825c4d4290efc05519173afb07c80da33444d884

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.216616Z digest=sha256:3d7201fa2dba546edec207b0002af64167e6a6dcf9a3b51729f0ba0be736d617

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.271610Z digest=sha256:ed5b3318ca0d72f7d85069076d7ee9759d381c7e1646ebbc8a550c4b0417c6c9

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.

source=pdf_text observed=2026-08-07T13:31:07.361215Z digest=sha256:694ee86b20a5da961d30e519c851d6c1f24a1a61d91b2d03836a85f887cb5b6d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.405349Z digest=sha256:f43b6ba2c535415c81e889c296610a725883cd70c3bba08ce7459c68e610a7f8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.467114Z digest=sha256:23e22a4fb18eefc1e348de1da6ba815a77518a6218da47e4e9be7a2365028e2b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.513719Z digest=sha256:4a765bab29859bf8ea0d9da5e88756851b3bcb521205e61e4fd6b33ff2884fcb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.575696Z digest=sha256:7b4f97f6a68c5f1d45b5354b0565282423d0b3e9b99a40d6ffc9b06f91311a91

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.631652Z digest=sha256:96c8c3837cc7c3186408525a204ef3caeb93f5f2fce4f480580b0adccbcbd490

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.696954Z digest=sha256:c857e8bb12002603304b37a25fc1ccee0aca376f6149edf2bf8057d7422d629d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.742390Z digest=sha256:2d8ab119e89addcd351db99f67a8cf38671a349aea545bc60741412f938cc01a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.807695Z digest=sha256:f0a546de0c5916eb3a8cf86192bd8c578ed87a72bab7fd467c48ecea66e0c0a1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.889121Z digest=sha256:52fd7ed78f96dce420f452f842e1853386b7f641c57bf90c3405583f4ea3b181

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:07.999097Z digest=sha256:d0cfbbb79f3d1673a39c9a5caca8f0a353c9a8fbcf1fe4a574a4307b8fba413d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.056750Z digest=sha256:65e915fde42ae55b7e6bbd4cf876402538cd2477a0e869e68fae1a5d8ba777fd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.120699Z digest=sha256:b1ff42130f09eb93178ff08ab73dcea3dd008e14079c37d4daf079684a89d220

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.171251Z digest=sha256:c42851cbaefd00db0310d8cdfcb667f6f39e87530b77a0982cd646ffcdf71a70

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.228357Z digest=sha256:f6ea0bc97adac2f9465458ebf63996090bcefd80ce94f862201e159dfc54bf07

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.308036Z digest=sha256:52d93ffbf24c7e2a3d6791a62c470e959e133adea0253b0b63ef8f55580db293

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.354212Z digest=sha256:46a941caedac6e200da0e3e18b0a59f0323e6da8a9783b41e342f31bc80c1d7d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.422184Z digest=sha256:1ecf46d6bdfa0ce6da6952b499e1e34a7b8e33e8b2769d7f9e7bdf52ec7d83a9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.478895Z digest=sha256:9ad1f7fa67573f65135e36417ec083860004563df71111ccc1eb1a50e792284f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.551723Z digest=sha256:b80b2bce67e407e321b121051598455fa5e0926593649ee88c22e69d3e166142

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.601408Z digest=sha256:ff0678bed4c6a7e9a965c2ca00fa50b9cc34ec2b2ac555eceb8336fd5ccd5ae7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.636897Z digest=sha256:f502ee3e5962811f6af7f262af31b9311022fa06e27d3895385710f3a2d5d8df

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.672030Z digest=sha256:d9d96713c8b1417a5faff3ef17c9e636f9825af68f1ec3100e49506526163359

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.721750Z digest=sha256:f8035c0c038e104e5beb8f14eb7a39d561c0fc6a5079907d35802da1ae4ff6e0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.799737Z digest=sha256:0f0a3bca99b199c65c87dc089844670e869509cba0cbbf4a0e253ec234a3d531

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.865002Z digest=sha256:62116a52dc9b2303124a77ea77f763d8ffd720107bc16c90e4ba6da7ba8d53d4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.907063Z digest=sha256:bd51e205e056a3dceab14a17272f004ca37b2d96674dab0d34da3acb7b8c8149

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.937235Z digest=sha256:84ccc9a0cb9b08cd2f8f9adbccfad30cd93fadb46220742eeea7a54b2b4fb472

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:08.979346Z digest=sha256:045040ede927e5204f6c8cc2f013da911a96dfd3ba1d8a7914a03bbf83b68c9b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:09.017810Z digest=sha256:87e14cb748c7bf42054fd8052a0287591dbbfa3a3ee94dbc6b61bcd6d9e6a02a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:09.084661Z digest=sha256:878c7e1f94d61019d508fd12cc819dbc43e9f2c7f0230d30a47b343e3d279170

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:09.503082Z digest=sha256:cfc6b111dd82b9b5905c4d2639742231ea6dd9525438f8b6c846c6eb1224af07

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:09.636828Z digest=sha256:5839b9b518ed886994c11b8e6290718d45c82cb700e04fbd6eb8281a175e5f18

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:09.830164Z digest=sha256:6083490fde4852871103319490c8c1196005030741532081ef4e903561247893

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:09.936408Z digest=sha256:f62a3cca052c7182aca04df3e7e14b8e3ba1ba27fee58122f3dda31a38c96591

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:10.055029Z digest=sha256:1ea35d49842df1a1e9469316b8e980f901a871ce01a783533caa0a0fc31fecdc

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:10.166340Z digest=sha256:bbd9fe71502f1682082e4d444164cc6832e48227adae1490da125a93754ad700

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:31:10.310958Z digest=sha256:dcd40b69e3e02f41b364e7fe4e45ca0ed97a2a7ed87222baca42e8fd4ea8209e

Pith citing papers

No inbound Pith citation observations are available.