Paper Citation Record · LEDGER

HuatuoGPT, towards Taming Language Model to Be a Doctor

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2305.15075.

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

pith.paper-citation-record.v1
2305.15075 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 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 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:28:11.158639Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T19:08:49.931747Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 1182bdc9-1239-446d-8c22-a4a0457b2504 · inbound

TrustLLM: Trustworthiness in Large Language Models cites this paper.

TrustLLM: Trustworthiness in Large Language Models HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T11:17:08.301485Z

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 34436fd6-4c84-47c8-aa84-5c38f246c5d7 · inbound

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining cites this paper.

OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-12T14:24:55.590355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ef239bd-cf27-44d0-8a5d-b58e6c8f8247 · inbound

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator cites this paper.

Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T17:11:09.253877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2225d483-0dab-4e05-8174-14743ee6c6ec · inbound

MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants cites this paper.

MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-11T13:53:58.122044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f606f53d-5d77-47f3-8cd6-9f61dea7e96e · inbound

CareBot: A Pioneering Full-Process Open-Source Medical Language Model cites this paper.

CareBot: A Pioneering Full-Process Open-Source Medical Language Model HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T17:28:07.977515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e32f138-ac6b-4c15-9b50-b1e19925aa96 · inbound

SubstationAI: Multimodal Large Model-Based Approaches for Analyzing Substation Equipment Faults cites this paper.

SubstationAI: Multimodal Large Model-Based Approaches for Analyzing Substation Equipment Faults HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T05:51:35.255164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d41c88eb-b2c3-4bbc-ba39-3b352fd9e937 · inbound

IIMedGPT: Promoting Large Language Model Capabilities of Medical Tasks by Efficient Human Preference Alignment cites this paper.

IIMedGPT: Promoting Large Language Model Capabilities of Medical Tasks by Efficient Human Preference Alignment HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T22:05:15.661886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb44b8c0-9d1e-402c-9649-fcde1b2d4f46 · inbound

Exploring Finetuned Audio-LLM on Heart Murmur Features cites this paper.

Exploring Finetuned Audio-LLM on Heart Murmur Features HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T15:33:40.499376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2fe15ae-5390-4602-b5bb-905d9495223e · inbound

RTBAgent: A LLM-based Agent System for Real-Time Bidding cites this paper.

RTBAgent: A LLM-based Agent System for Real-Time Bidding HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T17:44:28.488234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c66560ef-6cd1-4834-9e99-49d37cb6c9f6 · inbound

OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology cites this paper.

OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-09T16:10:24.867232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f74dd7d-3373-4ce7-b405-b0cfabb770e5 · inbound

Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription cites this paper.

Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 128

Resolution: unresolved; no resolver link, observed 2026-08-09T11:34:09.526406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb097747-c6b3-4e52-9036-77a87013baf4 · inbound

Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning cites this paper.

Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:37:27.832813Z

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 8df69fd4-7617-4852-9191-985e5c77bee4 · inbound

Improving TCM Question Answering through Tree-Organized Self-Reflective Retrieval with LLMs cites this paper.

Improving TCM Question Answering through Tree-Organized Self-Reflective Retrieval with LLMs HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T22:32:36.089520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6be4f445-79db-4018-bb9f-2c5c72a70b86 · inbound

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine cites this paper.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T22:13:29.355003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5da5b1f8-702f-43bc-a4f8-3ac543734e9a · inbound

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization cites this paper.

Stabilizing Reasoning in Medical LLMs with Continued Pretraining and Reasoning Preference Optimization HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T10:28:11.158639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb554ab1-2333-4e6d-94c1-1bd53db0802a · inbound

Generative to Agentic AI: Survey, Conceptualization, and Challenges cites this paper.

Generative to Agentic AI: Survey, Conceptualization, and Challenges HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 180

Resolution: unresolved; no resolver link, observed 2026-08-16T10:10:25.385846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation becf4f7f-f1a0-4a77-bdf1-4251092f25d1 · inbound

MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks cites this paper.

MM-Skin: Enhancing Dermatology Vision-Language Model with an Image-Text Dataset Derived from Textbooks HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T22:52:07.250606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29a452ce-3036-4ade-a2c8-bbd105af3e82 · inbound

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL cites this paper.

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T14:41:37.171031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1a60c6-4179-4a62-8d22-b860337d70a4 · inbound

Enhancing Visual Reliance in Text Generation: A Bayesian Perspective on Mitigating Hallucination in Large Vision-Language Models cites this paper.

Enhancing Visual Reliance in Text Generation: A Bayesian Perspective on Mitigating Hallucination in Large Vision-Language Models HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:41.054437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff86b955-b6bb-41ff-8c63-b297d119e931 · inbound

DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? cites this paper.

DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:13.177410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99364bd4-04bb-4e1b-8a0e-58bb1dbff807 · inbound

Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning cites this paper.

Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T11:31:53.050387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42007094-4a64-492f-abed-84c355493f7a · inbound

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes cites this paper.

Leaps Beyond the Seen: Reinforced Reasoning Augmented Generation for Clinical Notes HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:21:52.189882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cafdc2d2-763a-4c02-8b40-d247280c691a · inbound

DoPI: Doctor-like Proactive Interrogation LLM for Traditional Chinese Medicine cites this paper.

DoPI: Doctor-like Proactive Interrogation LLM for Traditional Chinese Medicine HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:42:13.643104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 432cdac1-8bae-454d-900d-b989f1497ea8 · inbound

LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review cites this paper.

LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T19:37:34.136774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52b69881-f15e-4d23-8cc7-f47dcc012495 · 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 HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T19:02:44.612930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b647c1b8-b3c1-4f09-8864-086cd347f6e7 · inbound

Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation cites this paper.

Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T13:51:53.799423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2adb801-89d8-46e6-81cf-951ad51fb69b · inbound

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning cites this paper.

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T13:20:57.548925Z

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 8c8b3b5b-b211-453b-a227-b6022bb1a673 · inbound

LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning cites this paper.

LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:57:46.885491Z

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 7e67e415-7f25-4013-8230-aecd3c6155c9 · inbound

Enhancing Pathological VLMs with Cross-scale Reasoning cites this paper.

Enhancing Pathological VLMs with Cross-scale Reasoning HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T19:08:49.933206Z

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 742fdd5a-7d5d-4cff-b21a-1364dbc3a87c · inbound

Enhancing Pathological VLMs with Cross-scale Reasoning cites this paper.

Enhancing Pathological VLMs with Cross-scale Reasoning HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T11:07:07.760381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9064629-0187-43d2-9fbf-27201560efa7 · inbound

SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text cites this paper.

SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 130

Resolution: unresolved; no resolver link, observed 2026-08-02T13:37:01.627737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad9fef86-1629-4411-bc13-560affc40db4 · inbound

PathScale-R1: Cross-scale Reasoning for Pathological Image Analysis cites this paper.

PathScale-R1: Cross-scale Reasoning for Pathological Image Analysis HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-30T12:15:46.366825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f0f6ce5-7b71-4c22-9ee1-9292167f3a39 · inbound

Gaokerena: A Small Persian Medical Language Model Family cites this paper.

Gaokerena: A Small Persian Medical Language Model Family HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T00:40:14.297165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.