Paper Citation Record · LEDGER

Arabic Large Language Models for Medical Text Generation

As of 20 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2509.10095.

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

pith.paper-citation-record.v1
2509.10095 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:00:08.423128Z

measured 28 of 28 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

28 of 28 outbound references displayed

verified exact0
verified fuzzy21
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26370efe-1f09-4a54-b75c-5cf4735d2291 · outbound

This paper cites The computer-based patient record: an essential technology for health care,.

Arabic Large Language Models for Medical Text Generation The computer-based patient record: an essential technology for health care,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.757123Z

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 b3e75dd7-5e4b-4821-970d-a127701c1fbc · outbound

This paper cites The concept of value in resource allocation,.

Arabic Large Language Models for Medical Text Generation The concept of value in resource allocation,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.745319Z

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 88818883-7147-4f60-9020-a1f22946b0c2 · outbound

This paper cites Ai-assisted diagnosis and treatment plan- ning—a discussion of how ai can assist healthcare professionals in making more accurate diagnoses and treatment plans for diseases,.

Arabic Large Language Models for Medical Text Generation Ai-assisted diagnosis and treatment plan- ning—a discussion of how ai can assist healthcare professionals in making more accurate diagnoses and treatment plans for diseases,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.733867Z

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 8ffe1bd5-bf6a-41ca-9311-626062e07c78 · outbound

This paper cites Large language models in healthcare and medical domain: A review,.

Arabic Large Language Models for Medical Text Generation Large language models in healthcare and medical domain: A review,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T16:00:08.338804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2806e517-805c-4f9f-9c34-d835ff4fbcb1 · outbound

This paper cites A study of generative large language model for medical research and healthcare,.

Arabic Large Language Models for Medical Text Generation A study of generative large language model for medical research and healthcare,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.716600Z

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 ae047b3d-2319-41c1-86a9-f512077376cd · outbound

This paper cites Enhancing healthcare management: A case study of a medical chatbot in egypt,.

Arabic Large Language Models for Medical Text Generation Enhancing healthcare management: A case study of a medical chatbot in egypt,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.706344Z

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 9e7ac403-fc50-4c54-825e-ac9f2a848992 · outbound

This paper cites LLM-SEM: A Sentiment-Based Student Engagement Metric Using LLMS for E-Learning Platforms.

Arabic Large Language Models for Medical Text Generation LLM-SEM: A Sentiment-Based Student Engagement Metric Using LLMS for E-Learning Platforms

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T16:00:08.350983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 773148ca-1b92-44da-a4ad-eb45640add03 · outbound

This paper cites RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts.

Arabic Large Language Models for Medical Text Generation RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T16:00:08.355069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4adb7e15-8609-46c9-be4b-78157aacb09b · outbound

This paper cites Artificial intel- ligence and machine learning,.

Arabic Large Language Models for Medical Text Generation Artificial intel- ligence and machine learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.695824Z

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 019f2043-1827-4fa1-85e1-4e5a1be8cc76 · outbound

This paper cites Hospital management system with chatbot,.

Arabic Large Language Models for Medical Text Generation Hospital management system with chatbot,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.684019Z

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 0f9a9932-73c2-4267-8d48-bd4dd7f245c1 · outbound

This paper cites Deep learning for arabic healthcare: Medicalbot,.

Arabic Large Language Models for Medical Text Generation Deep learning for arabic healthcare: Medicalbot,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.672939Z

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 3c7f084e-2edf-475b-b8d8-db21fa4a721f · outbound

This paper cites Nabiha: an arabic dialect chat- bot,.

Arabic Large Language Models for Medical Text Generation Nabiha: an arabic dialect chat- bot,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.660980Z

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 5048a800-5a52-418a-8d5b-96a203e1940a · outbound

This paper cites Lmrpa: Large language model-driven efficient robotic process automation for ocr,.

Arabic Large Language Models for Medical Text Generation Lmrpa: Large language model-driven efficient robotic process automation for ocr,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.648249Z

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 ee83d86e-347b-4b5b-b788-a1172bef306c · outbound

This paper cites Enhancing hospital bed management through chatbots: Inte- grating dialogflow and firebase cloud messaging for real-time bed avail- ability and reservation system,.

Arabic Large Language Models for Medical Text Generation Enhancing hospital bed management through chatbots: Inte- grating dialogflow and firebase cloud messaging for real-time bed avail- ability and reservation system,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.636662Z

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 7de77e1a-c8d3-4ef5-84a1-68a08e6b01d8 · outbound

This paper cites How valuable is medical social media data? content analysis of the medical web,.

Arabic Large Language Models for Medical Text Generation How valuable is medical social media data? content analysis of the medical web,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.624209Z

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 260f66c6-b892-4674-83b3-973dabd8cf73 · outbound

This paper cites Health topics on facebook groups: content analysis of posts in multiple sclerosis communities,.

Arabic Large Language Models for Medical Text Generation Health topics on facebook groups: content analysis of posts in multiple sclerosis communities,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.612929Z

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 120135e4-3c78-4943-bfe9-94d9a4efe541 · outbound

This paper cites Erpa: Efficient rpa model integrating ocr and llms for intelligent document processing,.

Arabic Large Language Models for Medical Text Generation Erpa: Efficient rpa model integrating ocr and llms for intelligent document processing,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T16:00:08.385770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02e4c9e6-d026-4650-b65f-42d8e2a719c6 · outbound

This paper cites Generative ai in medicine and healthcare: promises, opportunities and challenges,.

Arabic Large Language Models for Medical Text Generation Generative ai in medicine and healthcare: promises, opportunities and challenges,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.594769Z

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 d62794d1-5c35-4b9b-b713-9bd4f59a5baa · outbound

This paper cites LMRPA: Large Language Model-Driven Efficient Robotic Process Automation for OCR.

Arabic Large Language Models for Medical Text Generation LMRPA: Large Language Model-Driven Efficient Robotic Process Automation for OCR

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T16:00:08.392044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 857ab208-759a-4aa8-a64c-29b809ddf666 · outbound

This paper cites LMV-RPA: Large Model Voting-based Robotic Process Automation.

Arabic Large Language Models for Medical Text Generation LMV-RPA: Large Model Voting-based Robotic Process Automation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T16:00:08.395510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7af0ec17-68c5-4be9-ac31-512ee5a24d22 · outbound

This paper cites A medical chatbot for tunisian dialect using a rule-based and machine learning approach,.

Arabic Large Language Models for Medical Text Generation A medical chatbot for tunisian dialect using a rule-based and machine learning approach,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.584084Z

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 8dd19d61-840b-45d7-a033-832bf5012a03 · outbound

This paper cites LLM-DaaS: LLM-driven Drone-as-a-Service Operations from Text User Requests.

Arabic Large Language Models for Medical Text Generation LLM-DaaS: LLM-driven Drone-as-a-Service Operations from Text User Requests

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T16:00:08.402578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fc43ee6-e113-40a0-a8ab-b20815f22e71 · outbound

This paper cites Pharmago: An online phar- maceutical ordering platform,.

Arabic Large Language Models for Medical Text Generation Pharmago: An online phar- maceutical ordering platform,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.571062Z

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 39cb32e9-04b4-4604-a875-991c523d0cae · outbound

This paper cites Towards building a chatbot-based first aid service in arabic language,.

Arabic Large Language Models for Medical Text Generation Towards building a chatbot-based first aid service in arabic language,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.557466Z

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 68775fb3-03dd-4fa6-879c-34083acb3af4 · outbound

This paper cites Asem: Enhancing empathy in chatbot through attention-based sentiment and emotion modeling,.

Arabic Large Language Models for Medical Text Generation Asem: Enhancing empathy in chatbot through attention-based sentiment and emotion modeling,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.546267Z

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 a4521180-b480-49cb-88bb-407d482e61db · outbound

This paper cites Using ai to automatically process data from unstructured health records of patients with lung cancer,.

Arabic Large Language Models for Medical Text Generation Using ai to automatically process data from unstructured health records of patients with lung cancer,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.534506Z

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 3733af89-eba9-4fdc-af63-2e43f395c93d · outbound

This paper cites Generative ai in healthcare: advancements in electronic health records, facilitating medical languages, and personalized patient care,.

Arabic Large Language Models for Medical Text Generation Generative ai in healthcare: advancements in electronic health records, facilitating medical languages, and personalized patient care,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.521628Z

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 61f3b2db-3596-412f-874a-e2ebd15e3888 · outbound

This paper cites Medimatch: Ai-driven drug recommendation system,.

Arabic Large Language Models for Medical Text Generation Medimatch: Ai-driven drug recommendation system,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T16:00:08.509075Z

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.

Pith citing papers

No inbound Pith citation observations are available.