ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding | Paper Citation Record

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This paper cites Qwen2.5-VL Technical Report.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Qwen2.5-VL Technical Report

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This paper cites Qwen3-VL Technical Report.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Qwen3-VL Technical Report

Reference 2

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This paper cites Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Visual instruction tuning.Advances in neural information processing systems, 36:34892–34916, 2023

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This paper cites GPT-4o System Card.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding GPT-4o System Card

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This paper cites Improved baselines with visual instruction tuning.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Improved baselines with visual instruction tuning

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This paper cites Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning

Reference 6

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This paper cites Hulu-med: A transparent generalist model towards holistic medical vision-language understanding.arXiv preprint arXiv:2510.08668, 2025.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Hulu-med: A transparent generalist model towards holistic medical vision-language understanding.arXiv preprint arXiv:2510.08668, 2025

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This paper cites MedGemma Technical Report.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding MedGemma Technical Report

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This paper cites Medvlm-r1: Incentivizing medical reasoning capability of vision-language models (vlms) via reinforcement learning.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Medvlm-r1: Incentivizing medical reasoning capability of vision-language models (vlms) via reinforcement learning

Reference 10

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This paper cites Med- r1: Reinforcement learning for generalizable medical reasoning in vision-language models.arXiv preprint arXiv:2503.13939, 2025.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Med- r1: Reinforcement learning for generalizable medical reasoning in vision-language models.arXiv preprint arXiv:2503.13939, 2025

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This paper cites HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

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This paper cites A generalist vision–language foundation model for diverse biomedical tasks.Nature Medicine, 30(11):3129–3141, 2024.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding A generalist vision–language foundation model for diverse biomedical tasks.Nature Medicine, 30(11):3129–3141, 2024

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This paper cites Omn- imedvqa: A new large-scale comprehensive evaluation benchmark for medical lvlm.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Omn- imedvqa: A new large-scale comprehensive evaluation benchmark for medical lvlm

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This paper cites Slake: A semantically-labeled knowledge- enhanced dataset for medical visual question answering.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Slake: A semantically-labeled knowledge- enhanced dataset for medical visual question answering

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This paper cites Generalist foundation models from a multimodal dataset for 3d computed tomography.Nature Biomedical Engineering, pages 1–19, 2026.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Generalist foundation models from a multimodal dataset for 3d computed tomography.Nature Biomedical Engineering, pages 1–19, 2026

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This paper cites Measuring massive multitask language understanding.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Measuring massive multitask language understanding

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This paper cites Medxpertqa: Benchmarking expert-level medical reasoning and understanding.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Medxpertqa: Benchmarking expert-level medical reasoning and understanding

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This paper cites Pubmedqa: A dataset for biomedical research question answering.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Pubmedqa: A dataset for biomedical research question answering

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This paper cites Towards a holistic framework for multimodal LLM in 3D brain CT radiology report generation.Nature Communications, 16(1):2258, 2025.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Towards a holistic framework for multimodal LLM in 3D brain CT radiology report generation.Nature Communications, 16(1):2258, 2025

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This paper cites Med3dvlm: An efficient vision-language model for 3d medical image analysis.IEEE Journal of Biomedical and Health Informatics, 2025.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Med3dvlm: An efficient vision-language model for 3d medical image analysis.IEEE Journal of Biomedical and Health Informatics, 2025

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This paper cites Towards generalist foundation model for radiology by leveraging web-scale 2d&3d medical data.Nature Communications, 16(1):7866, 2025.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Towards generalist foundation model for radiology by leveraging web-scale 2d&3d medical data.Nature Communications, 16(1):7866, 2025

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This paper cites Chaunzwa, Simon Bernatz, Ahmed Hosny, Raymond H.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Chaunzwa, Simon Bernatz, Ahmed Hosny, Raymond H

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This paper cites Eagle: Exploring the design space for multimodal llms with mixture of encoders.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Eagle: Exploring the design space for multimodal llms with mixture of encoders

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Eagle-2: Faster inference of language models with dynamic draft trees

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This paper cites Cambrian-1: A fully open, vision-centric exploration of multimodal llms.Advances in Neural Information Processing Systems, 37:87310–87356, 2024.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Cambrian-1: A fully open, vision-centric exploration of multimodal llms.Advances in Neural Information Processing Systems, 37:87310–87356, 2024

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This paper cites Mini-gemini: Mining the potential of multi-modality vision language models.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Mini-gemini: Mining the potential of multi-modality vision language models.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Prismatic vlms: Investigating the design space of visually-conditioned language models

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Feast your eyes: Mixture- of-resolution adaptation for multimodal large language models

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Rouge: A package for automatic evaluation of summaries

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Meteor: An automatic metric for mt evaluation with improved correlation with human judgments

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Cider: Consensus-based image description evaluation

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Weinberger, and Yoav Artzi

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Improving the factual correctness of radiology report generation with semantic rewards

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Ratescore: A metric for radiology report generation

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Green: Generative radiology report evaluation and error notation

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Unresolved cited work

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This paper cites A survey of llm-based agents in medicine: How far are we from baymax?Findings of the Association for Computational Linguistics: ACL 2025, pages 10345–10359, 2025.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding A survey of llm-based agents in medicine: How far are we from baymax?Findings of the Association for Computational Linguistics: ACL 2025, pages 10345–10359, 2025

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Mmedagent: Learning to use medical tools with multi-modal agent

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Bimedix2: Bio-medical expert lmm for diverse medical modalities

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Healthgpt: A medical large vision-language model for unifying comprehension and generation via heterogeneous knowledge adaptation

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding 3d-rad: A comprehensive 3d radiology med-vqa dataset with multi-temporal analysis and diverse diagnostic tasks.arXiv preprint arXiv:2506.11147, 2025

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Amos: A large-scale abdominal multi-organ benchmark for versatile medical image segmentation.Advances in neural information processing systems, 35:36722–36732, 2022

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding RadGraph-XL: A large-scale expert-annotated dataset for entity and relation extraction from radiology reports

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity.Journal of Machine Learning Research, 23(120):1–39, 2022

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Position: Compositional generative modeling: A single model is not all you need

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding A convnet for the 2020s.Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Exploring scalable medical image encoders beyond text supervision.Nature Machine Intelligence, 7(1):119–130, 2025

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This paper cites A multimodal biomedical foundation model trained from fifteen million image–text pairs.Nejm Ai, 2(1):AIoa2400640, 2025.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding A multimodal biomedical foundation model trained from fifteen million image–text pairs.Nejm Ai, 2(1):AIoa2400640, 2025

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Observation 4df93691-7ce3-48aa-9912-133539a07a24 · outbound

This paper cites Visionzip: Longer is better but not necessary in vision language models.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Visionzip: Longer is better but not necessary in vision language models

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Observation 38502715-f4d4-4147-a183-59a62a097b6b · outbound

This paper cites Sparsevlm: Visual token sparsification for efficient vision-language model inference.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Sparsevlm: Visual token sparsification for efficient vision-language model inference

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Observation cfb0ae7e-81b0-4a1f-baf9-03bb01564451 · outbound

This paper cites Attention is all you need.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Attention is all you need

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Observation 31c4033e-3bc0-4396-b0fe-ac91b5baedfc · outbound

This paper cites Deepstack: Deeply stacking visual tokens is surprisingly simple and effective for lmms.Advances in Neural Information Processing Systems, 37:23464–23487, 2024.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Deepstack: Deeply stacking visual tokens is surprisingly simple and effective for lmms.Advances in Neural Information Processing Systems, 37:23464–23487, 2024

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Observation b4cbec94-23d4-49eb-a553-a513b6a4887f · outbound

This paper cites Perception Encoder: The best visual embeddings are not at the output of the network.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Perception Encoder: The best visual embeddings are not at the output of the network

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Observation 3e70cf8e-e305-4cc9-89c9-212a3477561f · outbound

This paper cites Generalized radiograph representation learning via cross-supervision between images and free-text radiology reports.Nature Machine Intelligence, 4(1):32–40, 2022.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Generalized radiograph representation learning via cross-supervision between images and free-text radiology reports.Nature Machine Intelligence, 4(1):32–40, 2022

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Resolution: verified exact; doi, observed 2026-07-31T06:20:56.429503Z

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No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 64387d1d-4d25-4d61-a423-b2c7d9693099 · outbound

This paper cites Huatuogpt, towards taming language model to be a doctor.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Huatuogpt, towards taming language model to be a doctor

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Resolution: unresolved; no resolver link, observed 2026-07-31T06:20:29.935881Z

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Observation a4a7c094-d03c-48f6-8ade-236f3518099e · outbound

This paper cites State of what art? a call for multi-prompt llm evaluation.Transactions of the Association for Computational Linguistics, 12: 933–949, 2024.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding State of what art? a call for multi-prompt llm evaluation.Transactions of the Association for Computational Linguistics, 12: 933–949, 2024

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Resolution: unresolved; no resolver link, observed 2026-07-31T06:20:29.940553Z

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Observation 06246414-fd9f-43a5-8f22-9ea711e55c07 · outbound

This paper cites Surveillance, epidemiology, and end results (seer) program (www.seer.cancer.gov), 2025.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Surveillance, epidemiology, and end results (seer) program (www.seer.cancer.gov), 2025

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Observation e0874377-4866-4051-8d9f-6a3603acbcb3 · outbound

This paper cites Look again, think slowly: Enhancing visual reflection in vision-language models.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Look again, think slowly: Enhancing visual reflection in vision-language models

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Observation 9b759028-84a6-47a2-ba64-7c60aba90e4a · outbound

This paper cites M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

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Observation 5e511336-50fd-469f-8431-52dae50e0fdf · outbound

This paper cites Merlin: a computed tomography vision–language foundation model and dataset.Nature, pages 1–11, 2026.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Merlin: a computed tomography vision–language foundation model and dataset.Nature, pages 1–11, 2026

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Observation 84157aed-d860-4493-a2e7-510412f936f5 · outbound

This paper cites Inspect: A multimodal dataset for patient outcome prediction of pulmonary embolisms.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Inspect: A multimodal dataset for patient outcome prediction of pulmonary embolisms

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Observation 04772d10-3435-4fc5-8d68-98c7db1754e6 · outbound

This paper cites Vista3d: A unified segmentation foundation model for 3d medical imaging.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Vista3d: A unified segmentation foundation model for 3d medical imaging

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Observation c365480e-31b9-4f43-9d62-45c4c010eace · outbound

This paper cites Totalsegmentator: robust segmentation of 104 anatomic structures in ct images.Radiology: Artificial Intelligence, 5(5):e230024, 2023.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Totalsegmentator: robust segmentation of 104 anatomic structures in ct images.Radiology: Artificial Intelligence, 5(5):e230024, 2023

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Observation 2c1b3231-9293-4041-ac81-a230c24044ba · outbound

This paper cites DMQR-RAG: Diverse Multi-Query Rewriting for RAG.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding DMQR-RAG: Diverse Multi-Query Rewriting for RAG

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Observation e46f354f-7c63-43b2-b8b3-82c6b1050814 · outbound

This paper cites UMLS knowledge sources, release 2024aa, 2024.http://www.nlm.nih.gov/ research/umls/licensedcontent/umlsknowledgesources.html(accessed 15 July 2024).

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding UMLS knowledge sources, release 2024aa, 2024.http://www.nlm.nih.gov/ research/umls/licensedcontent/umlsknowledgesources.html(accessed 15 July 2024)

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Observation 03895d10-25c3-4a81-8d4e-771d8ab7785a · outbound

This paper cites Building a knowledge graph to enable precision medicine.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Building a knowledge graph to enable precision medicine

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Observation 5fb49e35-285a-4a91-a43c-3b8d4ba5cb26 · outbound

This paper cites Sayers, Evan E.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Sayers, Evan E

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Resolution: verified exact; doi, observed 2026-07-31T06:20:56.390675Z

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Observation 384e0de7-46d0-4a79-8e44-520119b13afa · outbound

This paper cites StatPearls Publishing, Treasure Island, FL, 2026.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding StatPearls Publishing, Treasure Island, FL, 2026

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Observation abe30840-efc1-49ed-bbe7-c2d0b02a7aa8 · outbound

This paper cites What disease does this patient have? a large-scale open domain question answering dataset from medical exams.Applied Sciences, 11 (14):6421, 2021.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding What disease does this patient have? a large-scale open domain question answering dataset from medical exams.Applied Sciences, 11 (14):6421, 2021

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Observation a656dbeb-ed18-4bab-9941-bd063f1b57b4 · outbound

This paper cites Xiong, Q.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Xiong, Q

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Observation 3708dfa9-d6a4-4317-831a-718fb0560e1f · outbound

This paper cites Multi-modal ai for opportunistic screening, staging and progression risk stratification of steatotic liver disease.Nature Communications, 17(1):1562, 2026.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Multi-modal ai for opportunistic screening, staging and progression risk stratification of steatotic liver disease.Nature Communications, 17(1):1562, 2026

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Observation 6042fd0f-a957-43bd-8664-2c3c213c0fd4 · outbound

This paper cites Effective lymph nodes detection in ct scans using location debiased query selection and contrastive query representation in transformer.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Effective lymph nodes detection in ct scans using location debiased query selection and contrastive query representation in transformer

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Observation 159ffc65-f324-454c-a538-0d1d3e18b61e · outbound

This paper cites On the limits of cross-domain generalization in automated x-ray prediction.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding On the limits of cross-domain generalization in automated x-ray prediction

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Observation e919322b-8d10-48ed-996e-b91ea5d17d1c · outbound

This paper cites Kalra, and Pingkun Yan.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Kalra, and Pingkun Yan

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Observation a093b395-a272-4cb4-8da1-a57e4c359fca · outbound

This paper cites A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

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Observation b5b38be1-7521-4b5c-adfc-85ff63c74427 · outbound

This paper cites Pmc-clip: Contrastive language-image pre-training using biomedical documents.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Pmc-clip: Contrastive language-image pre-training using biomedical documents

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Observation 58a121f4-155e-4ada-b1ab-f3173442f15f · outbound

This paper cites Friedrich.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Friedrich

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Observation c1add6ae-b71d-4d34-9289-1c6a762659e1 · outbound

This paper cites Seco de Herrera, et al.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Seco de Herrera, et al

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Observation 105fe18f-caf5-4881-ae5d-36a9392a8f7f · outbound

This paper cites Towards injecting medical visual knowledge into multimodal llms at scale.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Towards injecting medical visual knowledge into multimodal llms at scale

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Observation 59a2440a-d3e0-4a68-9668-59930d2c371b · outbound

This paper cites Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.Scientific data, 6(1):317, 2019.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.Scientific data, 6(1):317, 2019

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Observation ccb2ac9a-77c4-4063-8d35-e192150b92b9 · outbound

This paper cites Medicat: A dataset of medical images, captions, and textual references.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Medicat: A dataset of medical images, captions, and textual references

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Observation d015b708-69f2-4042-8c6a-3fc7a8411b2b · outbound

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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Unresolved cited work

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Observation 07e4553a-9360-42d5-95fa-27317f889765 · outbound

This paper cites an unresolved cited work.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Unresolved cited work

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Observation 63c57ade-5f9c-4fd5-affb-f688d969e969 · outbound

This paper cites Improved baselines with visual instruction tuning.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Improved baselines with visual instruction tuning

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Observation 1e5965f2-1145-42a5-9ee1-e80072f3dab6 · outbound

This paper cites Molmo and pixmo: Open weights and open data for state-of-the-art vision-language models.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Molmo and pixmo: Open weights and open data for state-of-the-art vision-language models

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Observation 01c68a65-9112-43cf-a98d-25e9db79fa09 · outbound

This paper cites Llava-med: Training a large language-and-vision assistant for biomedicine in one day.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Llava-med: Training a large language-and-vision assistant for biomedicine in one day

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Observation b64b981d-a68c-4836-8ffe-03af00a43128 · outbound

This paper cites Quilt- llava: Visual instruction tuning by extracting localized narratives from open-source histopathology videos.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Quilt- llava: Visual instruction tuning by extracting localized narratives from open-source histopathology videos

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Observation f1f8acc9-da48-4bef-bd68-a6477220783d · outbound

This paper cites Hicks, Vajira Thambawita, Pål Halvorsen, and Michael A.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Hicks, Vajira Thambawita, Pål Halvorsen, and Michael A

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Observation 4f143619-ee0e-4ef5-96f7-5b29a2406603 · outbound

This paper cites MIMIC-Ext-MIMIC-CXR-VQA: A complex, diverse, and large-scale visual question answering dataset for chest x-ray images, 2024.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding MIMIC-Ext-MIMIC-CXR-VQA: A complex, diverse, and large-scale visual question answering dataset for chest x-ray images, 2024

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Observation 9c99380f-b213-4281-ba1c-f98dce2d3856 · outbound

This paper cites Towards visual question answering on pathology images.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Towards visual question answering on pathology images

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Observation ae49aa77-1870-44e2-8298-90c3dbdc2ca8 · outbound

This paper cites Development of a large-scale medical visual question-answering dataset.Communications Medicine, 4(1):23, 2024.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Development of a large-scale medical visual question-answering dataset.Communications Medicine, 4(1):23, 2024

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Observation 715c13e9-60ac-49c9-b201-4f5b5e915322 · outbound

This paper cites Hasan, Vivek V.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Hasan, Vivek V

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Observation 2be0753d-faab-421f-a9a6-656381fbae80 · outbound

This paper cites A dataset of clinically generated visual questions and answers about radiology images.Scientific data, 5(1):1–10, 2018.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding A dataset of clinically generated visual questions and answers about radiology images.Scientific data, 5(1):1–10, 2018

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Observation f5b30254-a857-401d-8ab4-7216c357b7dc · outbound

This paper cites GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning

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