Paper Citation Record · LEDGER

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports

As of 19 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2412.02177.

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

pith.paper-citation-record.v1
2412.02177 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:52:04.429830Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy37
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d22490ea-b398-44c2-93b3-834c6c197683 · outbound

This paper cites an unresolved cited work.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:52:05.133444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d181acf4-a2a9-4c38-9b56-fdaa8531c6d9 · outbound

This paper cites Ooi, L.T.-E.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Ooi, L.T.-E

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:05.120092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c4b01c9f-7e68-47d9-aab1-2d6a4cbd6379 · outbound

This paper cites Retrieval-based chest x-ray re- port generation using a pre-trained contrastive language- image model.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Retrieval-based chest x-ray re- port generation using a pre-trained contrastive language- image model

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:05.106323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36aa96cf-4188-4406-ab1a-6dd93032d662 · outbound

This paper cites Simulating doctors’ thinking logic for chest x-ray report gen- eration via transformer-based semantic query learning.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Simulating doctors’ thinking logic for chest x-ray report gen- eration via transformer-based semantic query learning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:05.091150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bdc6b811-074b-430e-91a1-e78065532d70 · outbound

This paper cites Fast r-cnn.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Fast r-cnn

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:05.075570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 430e024a-bffc-4a8b-b26b-d93c592122b8 · outbound

This paper cites Detecting and pre- venting hallucinations in large vision language models.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Detecting and pre- venting hallucinations in large vision language models

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:05.060238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b2d1d9b0-affd-45ab-be2c-b03b813da208 · outbound

This paper cites RadGraph: Extracting Clinical Entities and Relations from Radiology Reports.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T23:52:04.253712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55939117-b218-4b5c-b19c-d028ad3348a9 · outbound

This paper cites Johnson, Tom J.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Johnson, Tom J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:05.045196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ab2f618-9eef-42c2-adc8-497cecbd3e73 · outbound

This paper cites MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T23:52:04.264860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6edf0074-5c9e-40ec-9056-09568beca246 · outbound

This paper cites Ai will start fact-checking.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Ai will start fact-checking

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:05.030644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7cc78dcc-e040-4a24-a5e3-56bb528f5ae7 · outbound

This paper cites Evaluating object hallucination in large vision-language models.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Evaluating object hallucination in large vision-language models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:05.015909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a324113-362f-48a3-8a21-4d29ff8a0c47 · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports ROUGE: A package for automatic evaluation of summaries

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:05.000709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 211a786c-2584-409a-a481-baee4797a6c0 · outbound

This paper cites G-eval: Nlg evaluation using gpt-4 with better human alignment.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports G-eval: Nlg evaluation using gpt-4 with better human alignment

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.985511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b1a3cf0-201a-4ebe-8f1d-b279f1c320d7 · outbound

This paper cites Fact-checking of ai-generated reports.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Fact-checking of ai-generated reports

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.970654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8b13ad1-667f-430a-9c7b-f29f0d6bf5a8 · outbound

This paper cites Nguyen et al.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Nguyen et al

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.956630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7468ef14-a2ee-4847-b71a-651d731b2cde · outbound

This paper cites Nguyen, Dong Nie, Taivanbat Badamdorj, Yu- jie Liu, Yingying Zhu, Jason Truong, and Li Cheng.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Nguyen, Dong Nie, Taivanbat Badamdorj, Yu- jie Liu, Yingying Zhu, Jason Truong, and Li Cheng

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.943075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation daf6fed4-5ed3-454c-b3c0-822c2b0549ef · outbound

This paper cites Im- proving chest X-ray report generation by leveraging warm starting.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Im- proving chest X-ray report generation by leveraging warm starting

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.927996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ebd8752e-f06b-4534-8179-e2f625d367e7 · outbound

This paper cites Automat- ically correcting large language models: Surveying the land- scape of diverse automated correction strategies.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Automat- ically correcting large language models: Surveying the land- scape of diverse automated correction strategies

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.911951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4012085d-f597-4e7a-a1ea-e61e789e9342 · outbound

This paper cites A survey on auto- matic generation of medical imaging reports based on deep learning.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports A survey on auto- matic generation of medical imaging reports based on deep learning

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.895806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6b860d8c-31a6-48c9-96bb-fcc79a3a273f · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Bleu: a method for automatic evaluation of machine translation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.880873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1612f0b2-126d-4fcd-9c9e-8a7c8fdda7b4 · outbound

This paper cites Distinguishing fake and real news of twitter data with the help of machine learning techniques.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Distinguishing fake and real news of twitter data with the help of machine learning techniques

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.864907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e7a46f4f-d96f-48c4-a539-55fdb1128106 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Direct preference optimization: Your language model is secretly a reward model

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.848099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8d4ca6d0-8859-4bc3-8650-e18446c231b1 · outbound

This paper cites Chi, and Pranav Rajpurkar.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Chi, and Pranav Rajpurkar

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.832031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 89cdfb22-6732-4fa0-9721-66048b5072d6 · outbound

This paper cites Retrieval augmented chest x-ray report gen- eration using openai gpt models.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Retrieval augmented chest x-ray report gen- eration using openai gpt models

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.817382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d6846f3f-1b3c-41a4-96ef-93a9f511e668 · outbound

This paper cites Generalized in- tersection over union: A metric and a loss for bounding box regression.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Generalized in- tersection over union: A metric and a loss for bounding box regression

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.803936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1666e10a-7991-489e-9976-e09dffd06740 · outbound

This paper cites Schmidt, Jarrel C.Y.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Schmidt, Jarrel C.Y

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.790026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 69716390-f6b4-4788-a9c1-a8d4c5fa514d · outbound

This paper cites Midas: Multi-integrated do- main adaptive supervision for fake news detection.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Midas: Multi-integrated do- main adaptive supervision for fake news detection

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.775864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6f70e724-d95f-4dfb-bb65-7e493b3fa66d · outbound

This paper cites Syeda-Mahmood et al.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Syeda-Mahmood et al

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.760424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 39929865-2bf0-4786-9c68-a3818a3afb7b · outbound

This paper cites Chest x-ray report generation through fine-grained label learning.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Chest x-ray report generation through fine-grained label learning

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.744479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 67db9368-bb8a-431b-bed0-a6dd6775dad2 · outbound

This paper cites Interactive and explainable region-guided radiol- ogy report generation.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Interactive and explainable region-guided radiol- ogy report generation

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.729649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b7b12227-822e-4d3f-bb4a-50cf8b58cf11 · outbound

This paper cites Xraygpt: Chest radiographs summarization using medical vision- language models.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Xraygpt: Chest radiographs summarization using medical vision- language models

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.714276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d9fdd71d-cf8a-42ee-8238-129341f9c062 · outbound

This paper cites Fever: a large-scale dataset for fact extraction and verification.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Fever: a large-scale dataset for fact extraction and verification

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.699432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 822017ba-1a1b-49f6-8d69-06be92c482c1 · outbound

This paper cites Langlotz, An- drew Y.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Langlotz, An- drew Y

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.685210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fa00c7cb-2a3e-4e6e-b899-229b9bd05443 · outbound

This paper cites an unresolved cited work.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:52:04.670263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 784c977b-62b7-4d35-a948-93c817aeaf96 · outbound

This paper cites R2gengpt: Radiology report generation with frozen llms.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports R2gengpt: Radiology report generation with frozen llms

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.654929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 226afafc-009b-405f-aeb8-e9901fa516a6 · outbound

This paper cites Wu et al.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Wu et al

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.638491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ba6e335c-b155-4675-8e02-3bfa2f81136f · outbound

This paper cites Automatic bounding box annotation of chest x-ray data for localization of abnormalities.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Automatic bounding box annotation of chest x-ray data for localization of abnormalities

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.622100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 330c8d2f-e4b7-4500-ae16-fcbc22a40dad · outbound

This paper cites Wu, Nkechinyere N.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Wu, Nkechinyere N

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.606417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cc4a99cc-beca-4710-b30a-d606f8bb0163 · outbound

This paper cites Woodpecker: Hallucination Correction for Multimodal Large Language Models.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Woodpecker: Hallucination Correction for Multimodal Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T23:52:04.401674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d37a573e-c2e3-4659-b234-fb07b44e2d57 · outbound

This paper cites Evaluating progress in automatic chest x-ray radiology re- port generation.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Evaluating progress in automatic chest x-ray radiology re- port generation

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.592020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation edc9731e-6669-4a2a-a6d4-dc3999df0906 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports BERTScore: Evaluating Text Generation with BERT

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T23:52:04.411359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 775c3f1e-c196-486b-8e42-dc44d6829475 · outbound

This paper cites Secrets of rlhf in large language models part i: Ppo.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Secrets of rlhf in large language models part i: Ppo

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.577402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 44abb8b0-5069-45f3-92c5-10ac25903daf · outbound

This paper cites Analyzing and Mitigating Object Hallucination in Large Vision-Language Models.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Analyzing and Mitigating Object Hallucination in Large Vision-Language Models

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T23:52:04.419611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f27957e-286d-4b60-8ef4-8e2c3ecafcf9 · outbound

This paper cites Marka, Nicolas Lenhart, Nadja Nehls, Stefan Reischl, Felix Harder, Andreas Sauter, Marcus Makowski, Markus Graf, and Joshua Gawl- itza.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Marka, Nicolas Lenhart, Nadja Nehls, Stefan Reischl, Felix Harder, Andreas Sauter, Marcus Makowski, Markus Graf, and Joshua Gawl- itza

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:52:04.561557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d6edc08d-e78f-46e3-9dbb-4552320044ea · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

Anatomically-Grounded Fact Checking of Automated Chest X-ray Reports Fine-Tuning Language Models from Human Preferences

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-11T23:52:04.429830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.