Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 69 inbound Pith citation observations for arXiv:2406.19280.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T20:35:05.706759Z
A source-named dated measurement, never combined with another source.
Source: pith, 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
8
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 7253cf51-f030-4c56-8842-6578b2a220e6 · inbound
CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs cites this paper.
CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T17:18:04.172031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00198be9-9255-40dc-a781-d94e84bcdfb4 · inbound
GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI cites this paper.
GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T15:16:27.649840Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83739f70-003d-43dd-b32d-3b705eb7fe2a · inbound
On Domain-Adaptive Post-Training for Multimodal Large Language Models cites this paper.
On Domain-Adaptive Post-Training for Multimodal Large Language Models HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T05:56:46.703498Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ee5fc8a-b11a-4c47-9a5f-491b582c54de · inbound
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs cites this paper.
HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 55
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T12:36:50.113768Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 895d79ea-704a-479e-8948-f89c959c7064 · inbound
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging cites this paper.
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T23:40:44.727179Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57ecf7b4-5a5b-4cef-a5ad-e309afef81f9 · inbound
EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery cites this paper.
EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:24:41.782690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4e072af-8f2f-42b8-90f8-3d6f18fed410 · 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-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 140
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T22:13:31.837086Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7815ca95-f077-402d-8f31-5a207dc26b80 · 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 HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T20:21:30.364189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e925468-2865-475f-a3e4-b7789c589afb · inbound
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning cites this paper.
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:33:44.809561Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4984e00a-9b04-4f94-9a48-9fc79a1f61ca · inbound
Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning cites this paper.
Improving Medical Reasoning with Curriculum-Aware Reinforcement Learning HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:24:42.360661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1acf071c-13bb-4a89-b1a7-1a3f015cf456 · inbound
Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning cites this paper.
Interpreting Chest X-rays Like a Radiologist: A Benchmark with Clinical Reasoning HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:57:02.678990Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd08d31e-90e7-4d0c-8dd7-fb5aee4c4f6b · 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-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:35:06.182529Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4e31152-36ae-4729-892b-c3b61923bd92 · inbound
MedBookVQA: A Systematic and Comprehensive Medical Benchmark Derived from Open-Access Book cites this paper.
MedBookVQA: A Systematic and Comprehensive Medical Benchmark Derived from Open-Access Book HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:01:02.852643Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 733d3356-3db0-49f4-99cc-eae4d693064b · 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-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:48.640705Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8d9a6ba-42ad-4486-958d-4bf2f8dcc8ad · inbound
HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding cites this paper.
HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 10
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-19T10:47:15.081327Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a3f3f9be-363b-4006-9834-d829cd011408 · inbound
RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints cites this paper.
RARL: Improving Medical VLM Reasoning and Generalization with Reinforcement Learning and LoRA under Data and Hardware Constraints HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:57:22.717492Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48dcebf1-4bf3-43a9-822f-079ce5e67f00 · inbound
HSENet: Hybrid Spatial Encoding Network for 3D Medical Vision-Language Understanding cites this paper.
HSENet: Hybrid Spatial Encoding Network for 3D Medical Vision-Language Understanding HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:47:07.641054Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c3e2485-fa62-42fe-9688-a2403bd9e1a3 · inbound
Thought Graph Traversal for Test-time Scaling in Chest X-ray VLLMs cites this paper.
Thought Graph Traversal for Test-time Scaling in Chest X-ray VLLMs HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T09:17:13.932466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0ec0d310-c99a-4b0b-81d9-446500bb119c · inbound
Continual Learning for Generative AI: From LLMs to MLLMs and Beyond cites this paper.
Continual Learning for Generative AI: From LLMs to MLLMs and Beyond HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:40:17.728304Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5829d0ea-3cdc-4841-8729-a2442c5c2caf · inbound
CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale cites this paper.
CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:55:17.613129Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24cc1d87-4463-494b-9f1d-208e1c2bfc93 · inbound
MIRA: A Novel Framework for Fusing Modalities in Medical RAG cites this paper.
MIRA: A Novel Framework for Fusing Modalities in Medical RAG HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:34:25.360730Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef3b3bd9-d951-4494-8e39-26b57aa1de30 · inbound
Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models cites this paper.
Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T18:06:23.774162Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faf3aa55-f2f1-43e7-b1d3-3c55f7592289 · inbound
How Far Have Medical Vision-Language Models Come? A Comprehensive Benchmarking Study cites this paper.
How Far Have Medical Vision-Language Models Come? A Comprehensive Benchmarking Study HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:19:46.890585Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4180b87b-fc99-4342-8b17-1fff9bf367cf · inbound
Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models cites this paper.
Extracting Visual Facts from Intermediate Layers for Mitigating Hallucinations in Multimodal Large Language Models HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:32:34.476129Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e8e76aa-958b-4d80-92ef-d64a3930fd5f · inbound
CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning cites this paper.
CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:00:49.945470Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 199e2a0d-04a8-440f-b669-2c3d141aa345 · inbound
MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models cites this paper.
MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:37:06.417636Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 654ea1b8-186c-4fda-b34c-6ae2f4e6c556 · inbound
Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning cites this paper.
Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:21:43.094255Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52eb3776-1329-4adb-8b07-ab4f5dc31559 · inbound
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models cites this paper.
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T19:48:44.653849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dd43cdf-efbc-4911-80f6-fd3a22fc74af · inbound
Towards Better Dental AI: A Multimodal Benchmark and Instruction Dataset for Panoramic X-ray Analysis cites this paper.
Towards Better Dental AI: A Multimodal Benchmark and Instruction Dataset for Panoramic X-ray Analysis HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T19:27:40.611783Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8977dd1-3c51-4d54-a3fc-f62988cf15b8 · inbound
Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation cites this paper.
Capturing Gaze Shifts for Guidance: Cross-Modal Fusion Enhancement for VLM Hallucination Mitigation HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T08:14:35.849953Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97cf8811-c31d-467a-8cb8-c73f7373d61d · inbound
CLARITY: Medical World Model for Guiding Treatment Decisions by Modeling Context-Aware Disease Trajectories in Latent Space cites this paper.
CLARITY: Medical World Model for Guiding Treatment Decisions by Modeling Context-Aware Disease Trajectories in Latent Space HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T17:52:07.640057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d3fc894-ee14-4e1f-abd3-91792a3331e9 · inbound
IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation cites this paper.
IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T17:33:10.132677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bf1e47a4-c6ab-47e7-8e2d-53a55127c2ce · inbound
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding cites this paper.
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T10:49:58.923107Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3840de88-751e-4afd-ba85-0b28dc408eba · inbound
MEDSYN: Benchmarking Multi-EviDence SYNthesis in Complex Clinical Cases for Multimodal Large Language Models cites this paper.
MEDSYN: Benchmarking Multi-EviDence SYNthesis in Complex Clinical Cases for Multimodal Large Language Models HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T19:36:32.807527Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ae4fd3de-ae19-4dd5-8777-e9e4ccb2e5c3 · inbound
Beyond Medical Diagnostics: How Medical Multimodal Large Language Models Think in Space cites this paper.
Beyond Medical Diagnostics: How Medical Multimodal Large Language Models Think in Space HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 2013
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T18:16:32.110889Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bb6f50f-f719-47b1-b16e-108788089657 · inbound
Deterministic Hallucination Detection in Medical VQA via Confidence-Evidence Bayesian Gain cites this paper.
Deterministic Hallucination Detection in Medical VQA via Confidence-Evidence Bayesian Gain HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T17:47:52.088098Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ccaa8e1-d88d-4ae9-a63c-0889fc11bedd · inbound
Spatial navigation in preclinical Alzheimer's disease: A review cites this paper.
Spatial navigation in preclinical Alzheimer's disease: A review HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T19:53:53.219607Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d64d33f4-50da-4aa0-9b21-c8c002083005 · inbound
MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows cites this paper.
MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T00:08:21.666841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5cd3d405-e309-46e2-9619-58fca984db3e · inbound
ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics cites this paper.
ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T14:28:05.261852Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 197074b1-5345-4f8b-ba8f-d687477009ab · inbound
ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics cites this paper.
ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-07-15T11:44:19.622453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e54f11e-c003-43d3-b341-021267cad10f · inbound
Scalable and Private Federated Learning Using Distributed Differential Privacy and Secure Aggregation cites this paper.
Scalable and Private Federated Learning Using Distributed Differential Privacy and Secure Aggregation HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T08:39:01.975337Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71bbd91b-1bfc-4079-b77c-f93b36c0136b · inbound
A Utility-preserving De-identification Pipeline for Cross-hospital Radiology Data Sharing cites this paper.
A Utility-preserving De-identification Pipeline for Cross-hospital Radiology Data Sharing HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T05:30:59.599810Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b0a2712d-e26a-41ab-8f96-7c6ee7b040d2 · inbound
MedRCube: A Multidimensional Framework for Fine-Grained and In-Depth Evaluation of MLLMs in Medical Imaging cites this paper.
MedRCube: A Multidimensional Framework for Fine-Grained and In-Depth Evaluation of MLLMs in Medical Imaging HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T12:50:25.257886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 7cf6206d-be77-4dd4-904f-efc47039eb89 · inbound
Seeing Through Experts Eyes A Foundational Vision Language Model Trained on Radiologists Gaze and Reasoning cites this paper.
Seeing Through Experts Eyes A Foundational Vision Language Model Trained on Radiologists Gaze and Reasoning HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T13:15:26.144571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 80d0b41f-bebd-4f55-8c46-89536b31d7e9 · inbound
X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis cites this paper.
X-PCR: A Benchmark for Cross-modality Progressive Clinical Reasoning in Ophthalmic Diagnosis HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T01:04:49.687180Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2eb0ed3f-43a7-4ef2-a9cb-ba6d34e78ddb · inbound
MedHorizon: Towards Long-context Medical Video Understanding in the Wild cites this paper.
MedHorizon: Towards Long-context Medical Video Understanding in the Wild HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T19:16:07.533998Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1153f00b-9f48-4dbb-92b8-059a49c3dad1 · inbound
DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents cites this paper.
DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T06:41:43.388149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ca4e5bde-3444-4c15-9ffc-148920d52e5d · inbound
AgentRx: A Benchmark Study of LLM Agents for Multimodal Clinical Prediction Tasks cites this paper.
AgentRx: A Benchmark Study of LLM Agents for Multimodal Clinical Prediction Tasks HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T05:11:21.929441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation afc2741f-a9a7-4cdb-a1c9-2a62f8bc5c6a · inbound
AgentRx: A Benchmark Study of LLM Agents for Multimodal Clinical Prediction Tasks cites this paper.
AgentRx: A Benchmark Study of LLM Agents for Multimodal Clinical Prediction Tasks HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 88
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T05:31:25.823602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation e2a5b865-88e4-4acf-8623-8df39f8eb0e1 · inbound
DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making cites this paper.
DermAgent: A Self-Reflective Agentic System for Dermatological Image Analysis with Multi-Tool Reasoning and Traceable Decision-Making HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T02:58:33.487014Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 3614521a-79b0-4132-9ed7-dab180e83428 · inbound
RoiMAM: Region-of-Interest Medical Attention Model for Efficient Vision-Language Understanding cites this paper.
RoiMAM: Region-of-Interest Medical Attention Model for Efficient Vision-Language Understanding HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-20T19:58:58.612149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 45e836c7-ed99-47e1-8601-d894ef2d6b22 · inbound
Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis cites this paper.
Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 40
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:09:51.696719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a9c5687e-b22a-46d2-b86c-2367cd35690e · inbound
OralAgent: Integrating Reasoning, Tools, and Knowledge for Interactive Dental Image Analysis cites this paper.
OralAgent: Integrating Reasoning, Tools, and Knowledge for Interactive Dental Image Analysis HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T00:11:26.451809Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98bb59a0-8e3c-4f1c-8873-e1da9ad1562c · inbound
VITAL: Visual-Semantic Dual Supervision for Enhanced and Interpretable Latent Reasoning in Medical MLLMs cites this paper.
VITAL: Visual-Semantic Dual Supervision for Enhanced and Interpretable Latent Reasoning in Medical MLLMs HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 1
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T13:13:27.291018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ea2c4426-1b4b-405c-af9a-6ff7799d4ca4 · inbound
ASAP: Advancing Medical Volumetric Representation Learning with Anatomy-aware Semantically-adaptive Pre-training cites this paper.
ASAP: Advancing Medical Volumetric Representation Learning with Anatomy-aware Semantically-adaptive Pre-training HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 108
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-28T19:22:34.684060Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 300010db-b618-4773-b416-7a2cc7896dc4 · inbound
Beyond Captions: Context-Grounded Reconstruction for Biomedical Multimodal Continued Pretraining cites this paper.
Beyond Captions: Context-Grounded Reconstruction for Biomedical Multimodal Continued Pretraining HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T21:16:13.274792Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8d814340-c964-4fe8-9278-27ee76009c6d · inbound
Beyond Captions: Context-Grounded Reconstruction for Biomedical Multimodal Continued Pretraining cites this paper.
Beyond Captions: Context-Grounded Reconstruction for Biomedical Multimodal Continued Pretraining HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T02:15:35.558277Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7db60428-93a8-4ba5-8b6b-2ad303d57148 · inbound
DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home cites this paper.
DIYHealth Suite: Dataset, Model, and Benchmark for Health Management at Home HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 84
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T08:05:31.552275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8e4c68bb-cc2b-4cb5-91d6-c91760874cfc · 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 HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 77
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T09:47:59.464703Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d11c7951-563c-4a7b-8f3d-432c08c256f9 · inbound
Text Over Image: Auditing Multimodal Robustness in Synthetic Medical Image Detection cites this paper.
Text Over Image: Auditing Multimodal Robustness in Synthetic Medical Image Detection HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T19:40:06.953227Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c560eff4-4e4d-4240-86ae-3f3300c76016 · inbound
Text Over Image: Auditing Multimodal Robustness in Synthetic Medical Image Detection cites this paper.
Text Over Image: Auditing Multimodal Robustness in Synthetic Medical Image Detection HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T21:37:24.287126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation b2b49093-3e06-4568-a8bf-e5ed9e92d9d6 · inbound
Aloe-Vision: Robust Vision-Language Models for Healthcare cites this paper.
Aloe-Vision: Robust Vision-Language Models for Healthcare HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T18:25:57.962003Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 37ca057e-28d0-4518-b7ce-500f1bbbedaa · inbound
Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning cites this paper.
Token-Sparse Medical Multimodal Reasoning via Dual-Stream Reinforcement Learning HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T10:25:41.018403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0b9a290a-3e40-4665-9473-1097797549be · inbound
Towards Real-World Ultrasound Understanding: Large Vision-Language Models from Multi-Image Examinations with Long-Form Reports cites this paper.
Towards Real-World Ultrasound Understanding: Large Vision-Language Models from Multi-Image Examinations with Long-Form Reports HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T16:08:36.894665Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2215453b-b7dd-4452-8a2e-6a605180ce9d · inbound
IRIS: An Intelligent Vision-Language System for Ocular Surface Diseases via Topic Tree and Scene-Driven VQA Generation cites this paper.
IRIS: An Intelligent Vision-Language System for Ocular Surface Diseases via Topic Tree and Scene-Driven VQA Generation HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-11T19:56:14.354465Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9916d025-d5a6-4d6c-9432-d8edf836a129 · inbound
Evaluating and Understanding Model Editing for Medical Vision Language Models cites this paper.
Evaluating and Understanding Model Editing for Medical Vision Language Models HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-07-07T18:14:03.435995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2c12473b-74ac-4ee9-8de7-42ac4d543ef4 · inbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding cites this paper.
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T06:20:29.702013Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f7a5e43-7b84-4549-a896-6b8611bad252 · inbound
MedUP: Awakening Unified Understanding and Perception in Medical Vision-Language Models cites this paper.
MedUP: Awakening Unified Understanding and Perception in Medical Vision-Language Models HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T20:35:05.706759Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8d131bf-753d-4450-8c8a-0f1ca67dbe61 · inbound
MIRA: Medical Image Reflection for Agentic Diagnosis cites this paper.
MIRA: Medical Image Reflection for Agentic Diagnosis HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-12T16:38:14.075007Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.