Paper Citation Record · LEDGER

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease

As of 20 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2509.04519.

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

pith.paper-citation-record.v1
2509.04519 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:12:21.851734Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

34 of 34 outbound references displayed

verified exact0
verified fuzzy31
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1ac31991-dbe7-4ba9-9c2c-82cb0bbb2f35 · outbound

This paper cites Rethinking radiology reports: A survey of referring physicians’ perspectives,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Rethinking radiology reports: A survey of referring physicians’ perspectives,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.181703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation afff3e67-258e-4b63-809c-884a394fb4d7 · outbound

This paper cites Structured reporting in radiology enables epidemiological analysis through data mining: urolithiasis as a use case,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Structured reporting in radiology enables epidemiological analysis through data mining: urolithiasis as a use case,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.171913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 63f9735f-7b19-4a83-918b-362cf82cccb9 · outbound

This paper cites Practical guide to natural language processing for radiology,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Practical guide to natural language processing for radiology,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.163335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6ca92426-ddb6-4f83-91b3-4dd1656ffc94 · outbound

This paper cites Transformer-based structuring of free-text radiology report databases,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Transformer-based structuring of free-text radiology report databases,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.154576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 599bef5c-bfdf-4ffe-9016-8d04ce5eb641 · outbound

This paper cites Transformation of free-text radiology reports into structured data,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Transformation of free-text radiology reports into structured data,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.145980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e877e023-0562-4712-942e-621e4b80d138 · outbound

This paper cites Automatic structuring of radiology reports with on-premise open-source large language models,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Automatic structuring of radiology reports with on-premise open-source large language models,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.136412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2b945239-fd27-45bf-8d6d-24dcf432c72a · outbound

This paper cites Clinical tractor: A framework for automatic natural language understanding of clinical practice guidelines,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Clinical tractor: A framework for automatic natural language understanding of clinical practice guidelines,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.127682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 882cb86b-b835-4757-9da3-11c41e90e5d0 · outbound

This paper cites A scoping review of large language model based approaches for information extraction from radiology reports,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease A scoping review of large language model based approaches for information extraction from radiology reports,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.118875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f9d2bad3-7d20-4a4a-a6dd-d0e80e841e30 · outbound

This paper cites Performance of an open-source large language model in extracting information from free-text radiology reports,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Performance of an open-source large language model in extracting information from free-text radiology reports,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.110047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 026ffab2-3fca-4541-9582-db3a77739d19 · outbound

This paper cites Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Improving large language model applications in biomedicine with retrieval-augmented generation: a systematic review, meta-analysis, and clinical development guidelines,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.101190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 277d7dc6-efe4-485d-96ec-460854c6b9d1 · outbound

This paper cites Radiorag: Online retrieval-augmented generation for radiology question answering,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Radiorag: Online retrieval-augmented generation for radiology question answering,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.090830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b0ba9d4e-3190-4551-baab-6ddff31b41fc · outbound

This paper cites Clinical, cultural, computational, and regulatory considerations to deploy ai in radiology: Perspectives of rsna and miccai experts,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Clinical, cultural, computational, and regulatory considerations to deploy ai in radiology: Perspectives of rsna and miccai experts,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.081776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 71525610-f86e-4eb4-96ea-7b98c1a95cf1 · outbound

This paper cites Challenges in using large language models for simplifying radiology reports,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Challenges in using large language models for simplifying radiology reports,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.073124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dc287c37-9a3e-4d1a-87ee-134773683e03 · outbound

This paper cites Implementing large language models in healthcare while balancing control, collaboration, costs and security,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Implementing large language models in healthcare while balancing control, collaboration, costs and security,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.064409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0dbc68d8-8b47-4a28-aab1-91e6820b4cd3 · outbound

This paper cites Current applications and challenges in large language models for patient care: a systematic review,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Current applications and challenges in large language models for patient care: a systematic review,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.055603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ef9d9c44-8952-4554-99ad-8f1e44fd358c · outbound

This paper cites Medical ethics of large language models in medicine,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Medical ethics of large language models in medicine,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.046481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c45efc41-bff7-4cd6-8b8d-998d8cbca379 · outbound

This paper cites Cybersecurity threats and mitigation strategies for large language models in health care,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Cybersecurity threats and mitigation strategies for large language models in health care,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.037315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7f4f592e-f7c8-4aee-9cc2-c0f7638b6c9b · outbound

This paper cites Lchaim - investigating long context reasoning in hebrew,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Lchaim - investigating long context reasoning in hebrew,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.028697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 79b434e0-80a1-4d73-8cb1-3e72c9be335d · outbound

This paper cites Veef-multi-llm: Effective vocabulary expansion and parameter efficient finetuning towards multilingual large language models,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Veef-multi-llm: Effective vocabulary expansion and parameter efficient finetuning towards multilingual large language models,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.019085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a26fef71-25ac-413c-bb33-463919370dba · outbound

This paper cites Implementing large language models in health care: Clinician-focused review with interactive guideline,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Implementing large language models in health care: Clinician-focused review with interactive guideline,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.010371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8fe16796-b3e9-4fab-81d5-9f2e64d6e27a · outbound

This paper cites Performance of large language models in numerical versus semantic medical knowledge: Cross-sectional benchmarking study on evidence-based questions and answers,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Performance of large language models in numerical versus semantic medical knowledge: Cross-sectional benchmarking study on evidence-based questions and answers,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:22.001757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d81fb503-6aed-4773-8d72-132d38173c23 · outbound

This paper cites an unresolved cited work.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:12:21.992861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e3e234cb-c20d-4d26-908a-49a0141949a8 · outbound

This paper cites Promptbert: Improving bert sentence embeddings with prompts,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Promptbert: Improving bert sentence embeddings with prompts,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.984057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7429df82-48c9-483c-85ab-e79c7887aa47 · outbound

This paper cites Zhuang, J.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Zhuang, J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.974985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 03c74d91-c471-4db0-8bc4-ced7fbcedc9c · outbound

This paper cites Reichenpfader, J.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Reichenpfader, J

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.964806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 577ce707-25ed-4331-9a6c-c3ec00a41ddc · outbound

This paper cites Leveraging prompt-learning for structured information extraction from crohn’s disease radiology reports in a low-resource language,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Leveraging prompt-learning for structured information extraction from crohn’s disease radiology reports in a low-resource language,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.956045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f928116e-c0ce-4d1c-b8af-d67cbb756fbb · outbound

This paper cites Development and valida- tion of novel algorithms to identify patients with inflammatory bowel diseases in israel: an epi-iirn group study,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Development and valida- tion of novel algorithms to identify patients with inflammatory bowel diseases in israel: an epi-iirn group study,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.946812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 330a83a8-3e76-44ff-9cc7-7151a23fa2ed · outbound

This paper cites HeRo: RoBERTa and Longformer Hebrew Language Models.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease HeRo: RoBERTa and Longformer Hebrew Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T11:12:21.833277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e727268f-63fd-4bbb-aec7-ca20bebd6b57 · outbound

This paper cites Don’t stop pretraining: Adapt language models to domains and tasks,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Don’t stop pretraining: Adapt language models to domains and tasks,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.937095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation dbe0fddd-76b3-44a3-9461-b5d798e10e83 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Bert: Pre-training of deep bidirectional transformers for language understanding,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.927596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4c12c2bb-c532-4c99-910a-7b9007f5fc68 · outbound

This paper cites Biobert: A pre-trained biomedical language representation model for biomedical text mining,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Biobert: A pre-trained biomedical language representation model for biomedical text mining,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.917944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5c03c321-94da-41bc-87cd-e7433f8ba2c9 · outbound

This paper cites ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-05T11:12:21.845184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8a0fcbd-f9d0-4507-9407-a95d6aae7e0a · outbound

This paper cites A survey of gpt-3 family large language models including chatgpt and gpt-4,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease A survey of gpt-3 family large language models including chatgpt and gpt-4,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.907862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e66a84f6-1cc7-4a61-81c9-68a61f9aff80 · outbound

This paper cites Biogpt: A generative transformer-based framework for personalized genomic medicine and rare disease diagnosis,.

Hierarchical Section Matching Prediction (HSMP) BERT for Fine-Grained Extraction of Structured Data from Hebrew Free-Text Radiology Reports in Crohn's Disease Biogpt: A generative transformer-based framework for personalized genomic medicine and rare disease diagnosis,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:12:21.898024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.