Paper Citation Record · LEDGER

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings

As of 19 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 2 inbound Pith citation observations for arXiv:2412.01031.

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

pith.paper-citation-record.v1
2412.01031 v3

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:49:52.715352Z

measured 25 of 25 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:49:52.605099Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy16
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation e96ac09f-fe21-4d20-b123-f4edd455d893 · outbound

This paper cites Figure 1e shows a sample re- port using GPT-4 [5] on the chest X-ray image shown on Fig- ure 1a.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Figure 1e shows a sample re- port using GPT-4 [5] on the chest X-ray image shown on Fig- ure 1a

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:53.101384Z

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 e454f68a-b522-4c8d-8e6e-806d1fe2c364 · outbound

This paper cites Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:52.605099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66746911-2d19-40bc-9c50-f0a3b1172454 · outbound

This paper cites an unresolved cited work.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:49:53.086607Z

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 ec301da7-452a-4fcd-b0a3-5ddcc2ed9bc4 · outbound

This paper cites an unresolved cited work.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:49:53.072098Z

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 45f445be-952a-4201-85c1-72b115b037b0 · outbound

This paper cites an unresolved cited work.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T04:49:53.057489Z

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 cd456bb6-ac4f-4be5-ad56-03b32da8f552 · outbound

This paper cites A survey on au- tomatic generation of medical imaging reports based on deep learning,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings A survey on au- tomatic generation of medical imaging reports based on deep learning,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:53.041682Z

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 675d7d5e-2aae-46da-81a7-14e53642ebb2 · outbound

This paper cites Chest x-ray report generation through fine-grained label learn- ing,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Chest x-ray report generation through fine-grained label learn- ing,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:53.026036Z

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 f4f01f17-596a-4299-b3b1-f6ff3269256c · outbound

This paper cites Retrieval-based chest x-ray report generation using a pre-trained con- trastive language-image model,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Retrieval-based chest x-ray report generation using a pre-trained con- trastive language-image model,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:53.011207Z

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 b707ea4d-9be9-45a4-93ca-523bfa28bc2d · outbound

This paper cites Automated generation of accurate & fluent medical x- ray reports,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Automated generation of accurate & fluent medical x- ray reports,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.997032Z

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 55436250-4397-4bf0-890e-7a24215f7f19 · outbound

This paper cites Evaluation of gpt-4 for chest x-ray impression generation: A reader study on performance and perception,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Evaluation of gpt-4 for chest x-ray impression generation: A reader study on performance and perception,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.982595Z

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 c0d2ab07-e08a-4fca-b623-d0012684de68 · outbound

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

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Bleu: a method for automatic evaluation of machine translation,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.967533Z

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 245ca459-8e62-45c0-b634-5854e45f1400 · outbound

This paper cites ROUGE: A package for automatic eval- uation of summaries,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings ROUGE: A package for automatic eval- uation of summaries,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.952753Z

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 65f40c06-662d-4bcb-91e8-f798660449ad · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings BERTScore: Evaluating Text Generation with BERT

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:52.664186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 360425c5-b0fc-4ede-8364-5bf3eb7ff7d0 · outbound

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

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings RadGraph: Extracting Clinical Entities and Relations from Radiology Reports

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:52.669389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fb0847c-840e-4b2c-a275-8522c8194e3b · outbound

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

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings G-eval: Nlg evalua- tion using gpt-4 with better human alignment,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.937543Z

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 d5b1c5db-cf94-467d-bcd7-39830c70187f · outbound

This paper cites Evaluating progress in automatic chest x-ray radiology report generation,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Evaluating progress in automatic chest x-ray radiology report generation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.921801Z

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 166cb3a5-23d6-4b5e-99a8-c7e5a2863e11 · outbound

This paper cites Ai accelerated human-in-the-loop struc- turing of radiology reports,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Ai accelerated human-in-the-loop struc- turing of radiology reports,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.904616Z

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 05f9e5e9-d384-484e-9d3c-28b3fa81be4a · outbound

This paper cites Chest imagenome dataset for clinical reasoning,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Chest imagenome dataset for clinical reasoning,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.886425Z

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 a2c1a117-42f9-4dd8-8418-8fb6026f2e3e · outbound

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

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Xraygpt: Chest radiographs summarization using medical vision-language models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.870146Z

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 73f6c4e4-5d1f-49a9-8b53-f2666d230ab8 · outbound

This paper cites Interactive and explainable region-guided ra- diology report generation,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Interactive and explainable region-guided ra- diology report generation,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.854572Z

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 d9f30dda-796f-4786-a5d7-736cf0df0bbf · outbound

This paper cites Extracting and learning fine- grained labels from chest radiographs,.

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Extracting and learning fine- grained labels from chest radiographs,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.837168Z

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 11fd2356-2d3b-4e79-a2f7-462cb934b4dd · outbound

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

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings Automatic bounding box annotation of chest x-ray data for localization of abnormalities,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:52.819564Z

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 3d8d7a21-a1d6-4e50-895e-5ce2f0cf39b5 · outbound

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

Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:52.715352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e454f68a-b522-4c8d-8e6e-806d1fe2c364 · inbound