Paper Citation Record · LEDGER

A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 27 inbound Pith citation observations for arXiv:2311.05112.

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

pith.paper-citation-record.v1
2311.05112 v7

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 27 of 27 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:57:43.022410Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

38
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 165c90a9-069a-4bad-bd52-eaa66eaa9ddb · inbound

A Survey on the Memory Mechanism of Large Language Model based Agents cites this paper.

A Survey on the Memory Mechanism of Large Language Model based Agents A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:21:39.816930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 224f6d84-81e0-43d2-9b3a-6733e6557fef · inbound

Fairshare Data Pricing via Data Valuation for Large Language Models cites this paper.

Fairshare Data Pricing via Data Valuation for Large Language Models A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-09T19:57:43.022410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59151370-ef92-4cfd-89b6-84aba67268d9 · inbound

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models cites this paper.

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T19:12:42.487219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd1c6953-d553-4d06-b0cc-25c632d18d78 · inbound

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering cites this paper.

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-08T14:46:29.739206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c60352af-4d93-4e04-a440-244cf2bbab5d · inbound

Prot2Chat: Protein LLM with Early-Fusion of Text, Sequence and Structure cites this paper.

Prot2Chat: Protein LLM with Early-Fusion of Text, Sequence and Structure A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T22:00:02.200645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26b2eacf-a4e8-4fec-be29-7780b1f48c46 · inbound

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation cites this paper.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.573969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65bc1ec3-88ce-4771-95b8-588bde973e25 · inbound

Image-to-Text for Medical Reports Using Adaptive Co-Attention and Triple-LSTM Module cites this paper.

Image-to-Text for Medical Reports Using Adaptive Co-Attention and Triple-LSTM Module A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:35:13.551839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6947aa65-866e-4190-a2b8-d32d66142cf8 · inbound

QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model cites this paper.

QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-22T19:45:04.048028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3f7d28cc-d8dc-474d-8f84-d2178671f020 · inbound

TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification cites this paper.

TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:39:49.245494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aef0936-3aef-4a6c-bb3d-943c0ea4a8e4 · inbound

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction cites this paper.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T23:03:32.366980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b43a9e5d-370e-40aa-ab7a-c821f15381a2 · inbound

DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making cites this paper.

DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T20:29:48.323399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69478c33-b939-4708-93c9-51c2a54387db · inbound

Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian cites this paper.

Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T17:17:25.359462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7b3c034-e90b-4d9c-9463-40190dbfa491 · inbound

Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters cites this paper.

Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T16:24:34.345397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f01198e-3822-4fb7-9938-f6580bceb873 · inbound

Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models cites this paper.

Iterative Learning of Computable Phenotypes for Treatment Resistant Hypertension using Large Language Models A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T23:19:54.406950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4758ae63-c708-4e80-ab16-c57219032c9a · inbound

Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance cites this paper.

Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-05T19:02:44.675135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98653223-2e55-4b89-b49f-01a9bc2807c8 · inbound

ADRD-Bench: A Preliminary LLM Benchmark for Alzheimer's Disease and Related Dementias cites this paper.

ADRD-Bench: A Preliminary LLM Benchmark for Alzheimer's Disease and Related Dementias A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T00:11:51.409243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c4b37b-62d3-4561-972b-3a2d649b1158 · inbound

CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks cites this paper.

CoopGuard: Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Round Attacks A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:08:00.761676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 60a3db78-796f-4d43-beb9-d423d3d1ba9e · inbound

EviSearch: A Human in the Loop System for Extracting and Auditing Clinical Evidence for Systematic Reviews cites this paper.

EviSearch: A Human in the Loop System for Extracting and Auditing Clinical Evidence for Systematic Reviews A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-15T00:08:21.462180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4f1858c8-10d4-4612-b0bd-57d2e68ba67b · inbound

Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa cites this paper.

Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T22:49:33.855857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3d07bcaf-1c4e-43de-96fe-ae80b600ae3b · inbound

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering cites this paper.

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 182

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:54:45.092896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef8a33ca-fb8b-444f-87ef-8304893dd5b4 · inbound

Whole-body CT attenuation and volume charts from routine clinical scans via evidence-grounded LLM report filtering cites this paper.

Whole-body CT attenuation and volume charts from routine clinical scans via evidence-grounded LLM report filtering A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T16:36:09.706766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2a073d87-ebd3-4978-a8c3-2f0e6d676429 · inbound

Systematic Evaluation of Large Language Models for Post-Discharge Clinical Action Extraction cites this paper.

Systematic Evaluation of Large Language Models for Post-Discharge Clinical Action Extraction A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:06:13.375768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2fab538e-c025-4c2b-a3ed-0d4bbbe7e8af · inbound

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics cites this paper.

CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 63

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:11:23.626578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 118fc819-381b-481b-bea1-805568ac15ab · inbound

Do No Harm? Hallucination and Actor-Level Abuse in Web-Deployed Medical Large Language Models cites this paper.

Do No Harm? Hallucination and Actor-Level Abuse in Web-Deployed Medical Large Language Models A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:53:59.433341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db98420f-0208-4c8b-98bc-987f508d251c · inbound

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 167

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:47:59.550898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4429dbe1-093b-4590-9812-50727a4312fa · inbound

Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks cites this paper.

Safe Autoregressive Image Generation with Iterative Self-Improving Codebooks A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T12:49:52.915611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1afd53bc-d838-4a72-8bd4-2cb3df258454 · inbound

Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Turn Attacks cites this paper.

Stateful Cooperative Agents Safeguarding LLMs Against Evolving Multi-Turn Attacks A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T01:16:09.467147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.