Paper Citation Record · LEDGER

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

As of 11 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2501.12356.

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

pith.paper-citation-record.v1
2501.12356 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:16:38.113921Z

measured 36 of 36 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:31:09.636828Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:31:11.188494Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy19
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 116a89dc-8813-4efc-bb41-4428481dcd8a · outbound

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

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Cross-modal Memory Networks for Radiology Report Generation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:37.976984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71df2e2a-5d7b-42ba-8da1-65b919d582aa · outbound

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

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 On the Automatic Generation of Medical Imaging Reports

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:37.981412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3726f1a-b6df-482d-91c3-ef556f19e445 · outbound

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

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Proceedings of the AAAI Conference on Artificial Intelligence, vol

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:37.985572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 820f3c83-2171-4702-b8d9-1db08de80ca5 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:37.989901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49d59cf-8b9c-4f88-b996-a69eb8cd2470 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: EMNLP 2020, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Findings of the Association for Computational Linguistics: EMNLP 2020, pp

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.498281Z

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.

Observation d204f7c5-73f9-4526-b0d1-33da024ddada · outbound

This paper cites IEEE Access 9, 21236– 21250 (2021).

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 IEEE Access 9, 21236– 21250 (2021)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.487579Z

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.

Observation 12fef330-b9b0-43ae-ba68-8eb65cef0fb1 · outbound

This paper cites Plos one 17(1), 0262209 (2022).

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Plos one 17(1), 0262209 (2022)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.476064Z

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.

Observation cbc70f13-1323-463d-a158-ed4792aaf978 · outbound

This paper cites Applied Sciences 12(22), 11750 (2022).

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Applied Sciences 12(22), 11750 (2022)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.465271Z

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.

Observation 24353044-c503-4060-a4e9-116d5da42b81 · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.455089Z

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.

Observation 57aa32c6-04f1-4920-a3aa-18eea1833a0b · outbound

This paper cites Scientific data 6(1), 317 (2019).

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Scientific data 6(1), 317 (2019)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.444893Z

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.

Observation f57a9ddc-8adc-45e2-9fb9-03c100adc103 · outbound

This paper cites Journal of the American Medical Informatics Association 23(2), 304–310 (2016).

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Journal of the American Medical Informatics Association 23(2), 304–310 (2016)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.434880Z

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.

Observation 3928ed57-b017-40c4-b453-51e348c1d322 · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: International Conference on Medical Image Computing and Computer-Assisted Intervention, pp

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.424699Z

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.

Observation 3c53540d-5087-443f-b775-dec0497c882b · outbound

This paper cites In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, pp

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.413967Z

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.

Observation 9b89a165-152f-4faa-bd9f-f3c5ddba3090 · outbound

This paper cites Artificial intelligence in medicine 144, 102633 (2023).

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Artificial intelligence in medicine 144, 102633 (2023)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.402966Z

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.

Observation ae644e59-4265-453c-b493-5598204d5204 · outbound

This paper cites In: ECAI 2023, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: ECAI 2023, pp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.391529Z

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.

Observation 7ca92441-b94d-40b0-bb5d-8132c65cf4a9 · outbound

This paper cites In: 2023 3rd Inter- national Conference on Advanced Research in Computing (ICARC), pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: 2023 3rd Inter- national Conference on Advanced Research in Computing (ICARC), pp

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.379176Z

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.

Observation 8a6a7f28-d934-4ffd-9af4-adcfb35a1705 · outbound

This paper cites In: 2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS), pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: 2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS), pp

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.367239Z

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.

Observation 3f678af3-e717-4b51-b61a-d5c63bd9e8a7 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.354884Z

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.

Observation e0070a47-cdf3-4f6f-8329-ae5ed7b12b7d · outbound

This paper cites Scientific data 9(1), 122 (2022).

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Scientific data 9(1), 122 (2022)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.343411Z

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.

Observation dce86820-1744-48ce-94c5-b1cf46802bbf · outbound

This paper cites In: CEUR Workshop Proceedings (2024).

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: CEUR Workshop Proceedings (2024)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.331399Z

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.

Observation 3f41fd57-77b0-4312-9440-a5c839de9bc5 · outbound

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

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Heliyon 10(7) (2024)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.058126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b261d0d-5354-4eb8-8032-23b07c487620 · outbound

This paper cites Image-aware Evaluation of Generated Medical Reports.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Image-aware Evaluation of Generated Medical Reports

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T17:16:38.222195Z

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.

Observation f711d320-578e-4b3a-b9c1-bc5c5f0e4a85 · outbound

This paper cites an unresolved cited work.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.065622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ec3f8aa-0f95-42d2-bd49-45bede171727 · outbound

This paper cites CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.069273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b11e49dd-8fca-4639-a572-f07f3a237670 · outbound

This paper cites CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 CheXpert Plus: Augmenting a Large Chest X-ray Dataset with Text Radiology Reports, Patient Demographics and Additional Image Formats

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.073464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2a1d3f1-0a9a-4edf-b26a-cfef45d6bf88 · outbound

This paper cites Designing a Robust Radiology Report Generation System.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 Designing a Robust Radiology Report Generation System

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T17:16:38.180860Z

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.

Observation ad51774d-f645-4a0e-a9fb-888b242757ec · outbound

This paper cites In: 2024 11th International Conference on Wireless Networks and Mobile Communications (WINCOM), pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: 2024 11th International Conference on Wireless Networks and Mobile Communications (WINCOM), pp

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.308898Z

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.

Observation 2bfdc159-76bd-45b5-88b4-08cc7620c8e7 · outbound

This paper cites In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.086079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f17b90e-6ccf-4bb0-88b2-35e41ef9a06f · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.291361Z

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.

Observation a71a30f2-b4c2-46d1-8668-b11c2fcf3877 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.093444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c3bf79-860b-446e-bf1c-26f99cdcc86d · outbound

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

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 OpenAI blog 1(8), 9 (2019)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.096879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a5da983-44ed-4cbd-9010-72688de9c21c · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.100912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2876f68-735f-45bb-9da5-970f5a9d15ef · outbound

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

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Text Summarization Branches Out, pp

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:16:38.264741Z

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.

Observation 9a3a3de1-bed9-4c01-a7ba-331cd113e0aa · outbound

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

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 In: Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics, pp

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.109261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d7d5e5-69d8-4767-9839-42d0f67d7a26 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Vision-Language Models for Automated Chest X-ray Interpretation: Leveraging ViT and GPT-2 BERTScore: Evaluating Text Generation with BERT

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T17:16:38.113921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

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

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

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.