Paper Citation Record · LEDGER

Addressing Data Bias Problems for Chest X-ray Image Report Generation

As of 15 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:1908.02123.

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

pith.paper-citation-record.v1
1908.02123 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T14:58:11.090443Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

20 of 20 outbound references displayed

verified exact1
verified fuzzy11
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0961fd12-36f9-4e0a-bd61-f29c2f3c0814 · outbound

This paper cites Preparing a collection of radiology examinations for distribution and retrieval.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Preparing a collection of radiology examinations for distribution and retrieval

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.413911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9b4a90ae-bf71-452f-8c51-21336d92af6b · outbound

This paper cites Deep residual learning for image recognition.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Deep residual learning for image recognition

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T14:58:11.000142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba17e3f-ff0e-4ab5-b709-848fb32df7ea · outbound

This paper cites On the automatic generation of medical imaging reports.

Addressing Data Bias Problems for Chest X-ray Image Report Generation On the automatic generation of medical imaging reports

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.388095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 82ce024d-9655-408d-a62f-b6fb954e3fd9 · outbound

This paper cites Densecap: Fully convolutional lo- calization networks for dense captioning.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Densecap: Fully convolutional lo- calization networks for dense captioning

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.373203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 31ced67f-a3f8-4f05-b115-b73f5daf4290 · outbound

This paper cites Deep visual-semantic alignments for generating image descriptions.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Deep visual-semantic alignments for generating image descriptions

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T14:58:11.015005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cecbdb7-8d6b-44b3-87b8-c6fbbebf58ab · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Adam: A Method for Stochastic Optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T14:58:11.020332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0625a60d-47f3-4b50-bb18-1e036717e101 · outbound

This paper cites A hierarchical ap- proach for generating descriptive image paragraphs.

Addressing Data Bias Problems for Chest X-ray Image Report Generation A hierarchical ap- proach for generating descriptive image paragraphs

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.347323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 37937e39-0268-4555-9337-59e77e9384a8 · outbound

This paper cites Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T14:58:11.031926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69b6482a-a3da-452d-9216-01669f44bc8f · outbound

This paper cites Knowledge-driven encode, retrieve, paraphrase for medical image report generation.AAAI Conference on Artiﬁcial Intelligence, 2019.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Knowledge-driven encode, retrieve, paraphrase for medical image report generation.AAAI Conference on Artiﬁcial Intelligence, 2019

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.330783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b6173380-79d6-49ea-ba61-c2a42b718acb · outbound

This paper cites Thoracic Disease Identification and Localization with Limited Supervision.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Thoracic Disease Identification and Localization with Limited Supervision

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-14T14:58:11.152336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 20703090-e3e9-4572-8eca-c55b6d4e908c · outbound

This paper cites Efﬁcient estimation of word representations in vector space.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Efﬁcient estimation of word representations in vector space

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.314393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 68c61596-8fc5-477c-82f4-508993d598fd · outbound

This paper cites Distributed representations of words and phrases and their compositionality.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Distributed representations of words and phrases and their compositionality

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-14T14:58:11.051648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7dd81b5-e1e2-400f-b631-fbd9b7084172 · outbound

This paper cites Distributional semantics re- sources for biomedical text processing.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Distributional semantics re- sources for biomedical text processing

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.287705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 40df76c8-dab8-4261-88cd-426dcf84cc82 · outbound

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

Addressing Data Bias Problems for Chest X-ray Image Report Generation Bleu: a method for automatic evaluation of machine translation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.270782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1616dd95-73f4-4cbb-90e6-86d86d285c01 · outbound

This paper cites CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning.

Addressing Data Bias Problems for Chest X-ray Image Report Generation CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-14T14:58:11.065420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe126997-d3c4-4a0f-9e73-59ce9ddebfd3 · outbound

This paper cites Cider: Consensus- based image description evaluation.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Cider: Consensus- based image description evaluation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T14:58:11.070645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561e1d2f-814d-4129-99fa-a04ab865eadc · outbound

This paper cites Show and tell: A neural image caption generator.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Show and tell: A neural image caption generator

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-14T14:58:11.075438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5203bed9-9b7b-4eaf-805a-5bb2a35f4e21 · outbound

This paper cites Chestx-ray8: Hospital-scale chest x-ray database and bench- marks on weakly-supervised classiﬁcation and localization of common thorax diseases.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Chestx-ray8: Hospital-scale chest x-ray database and bench- marks on weakly-supervised classiﬁcation and localization of common thorax diseases

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.235799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2b548b86-2d52-4c7a-97f4-996cf599533b · outbound

This paper cites Tienet: Text-image embedding network for common thorax disease classiﬁcation and reporting in chest x-rays.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Tienet: Text-image embedding network for common thorax disease classiﬁcation and reporting in chest x-rays

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.219200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 48351974-47f4-431d-81c2-17f01edcac18 · outbound

This paper cites Multimodal recurrent model with attention for automated radiol- ogy report generation.

Addressing Data Bias Problems for Chest X-ray Image Report Generation Multimodal recurrent model with attention for automated radiol- ogy report generation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T14:58:11.202312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

No inbound Pith citation observations are available.