Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T06:20:30.115352Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 100 of 127 outbound references and 0 inbound Pith citation observations for arXiv:2607.24743.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T06:20:30.115352Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 127 outbound references displayed
External citation measurements
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Observation 688ad64a-4194-4329-a302-5516cadadec9 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Qwen2.5-VL Technical Report
Reference 1
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Observation 349f8bd2-2ded-401a-8486-9512b3deb042 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Qwen3-VL Technical Report
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Observation 3dd06eb9-99b0-40f8-828d-c3f00778136c · outbound
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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Observation a96911c1-0072-49d4-864d-26b1f8ab2d15 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding GPT-4o System Card
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Observation 63f3b688-a626-4a43-85fb-2654e1785562 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Improved baselines with visual instruction tuning
Reference 5
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Observation aba874c2-a026-4fd2-b4a4-731a5210f7b0 · outbound
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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Observation dd47a75d-3903-441a-8942-a4f2eb05c14d · outbound
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
Reference 7
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Observation 5b734fb2-dc20-4584-8703-961c506ed543 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding MedGemma Technical Report
Reference 8
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Observation 8755a2ba-2e51-42bd-80de-a43a8b95054f · outbound
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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Observation 0b3a0f5f-d5e8-46a1-a864-7d452677729f · outbound
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
Reference 11
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Observation 2c12473b-74ac-4ee9-8de7-42ac4d543ef4 · outbound
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
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Observation be92fe12-4dd8-4e57-8f9c-bfcd91512494 · outbound
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
Reference 13
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Observation c19e5cb2-31e4-4fe3-a8a7-20a7cea10345 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Omn- imedvqa: A new large-scale comprehensive evaluation benchmark for medical lvlm
Reference 14
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Observation 18b50e56-e3fe-4c59-a3b3-b74111262837 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Slake: A semantically-labeled knowledge- enhanced dataset for medical visual question answering
Reference 15
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Observation 4ad5dd33-9273-4382-9b97-c1255719f2d4 · outbound
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
Reference 16
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Observation 210aef49-4e8d-4ae8-a311-b98061527cc1 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Measuring massive multitask language understanding
Reference 17
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Observation d74a9669-f3fd-419a-b0e2-a8e961260548 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Medxpertqa: Benchmarking expert-level medical reasoning and understanding
Reference 18
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Observation 1623dc72-a475-45b3-9c22-5b5d251b6b30 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Pubmedqa: A dataset for biomedical research question answering
Reference 19
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Observation 4b315706-af7f-44c2-a99c-abd0e690293e · outbound
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
Reference 20
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Observation a1ce074b-85e6-4ec6-8a9f-5a17c378d055 · outbound
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
Reference 21
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Observation 3a62ce93-2cff-423e-9fd2-51b951816f66 · outbound
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
Reference 22
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Observation dfc17799-a2e0-4108-9c70-1c3f349ac05c · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Chaunzwa, Simon Bernatz, Ahmed Hosny, Raymond H
Reference 23
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Observation 48887214-bd09-4b60-990a-71e6decaaa8a · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Eagle: Exploring the design space for multimodal llms with mixture of encoders
Reference 24
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Observation d2ce34c7-52cc-43da-b23b-f4584169ce5e · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Eagle-2: Faster inference of language models with dynamic draft trees
Reference 25
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Observation 7d5e7133-0421-4f48-8fdf-57c255b3cadc · outbound
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
Reference 26
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Observation f29ee6d0-04d5-475c-a188-3895e076f8bf · outbound
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
Reference 27
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Observation 2d1c42fd-5af8-4da6-a155-5163e083b38c · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Prismatic vlms: Investigating the design space of visually-conditioned language models
Reference 28
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Observation 10e4f40b-8f19-48a1-9d59-9655bd1b4cfd · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Feast your eyes: Mixture- of-resolution adaptation for multimodal large language models
Reference 29
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Observation 5080d7c1-0871-46ea-b646-14bbdba9553b · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Rouge: A package for automatic evaluation of summaries
Reference 30
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Observation 6505c687-0dac-4779-b7d5-58a405e2bebd · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Meteor: An automatic metric for mt evaluation with improved correlation with human judgments
Reference 31
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Observation da605372-68d6-42fe-97ac-461ba0f4ab64 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Cider: Consensus-based image description evaluation
Reference 32
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Observation 30f4c534-4b37-48e9-9daf-96ed1d01a57a · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Weinberger, and Yoav Artzi
Reference 33
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Observation 954d929a-361c-468c-b218-3f77940b49d5 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Improving the factual correctness of radiology report generation with semantic rewards
Reference 34
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Observation 74eeecf1-9592-4266-8097-c60e77b72016 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Ratescore: A metric for radiology report generation
Reference 35
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Observation 8a447070-b784-423a-a197-19e059605aa6 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Green: Generative radiology report evaluation and error notation
Reference 36
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Observation 00563525-fba1-4245-bf9e-62c9a1c389c8 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Unresolved cited work
Reference 37
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Observation 1cf78e50-f8f3-4ae8-93c7-8aa8e981fd7f · outbound
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
Reference 38
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Observation bc66c442-7f39-4550-9600-e60ee3641b9b · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
Reference 39
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Observation 3c851925-2376-4bd7-9795-d9bd6eed143d · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Mmedagent: Learning to use medical tools with multi-modal agent
Reference 40
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Observation 34d450f4-b668-41e3-8946-f4ea977c0be5 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Reference 41
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Observation 71b7a39e-7caf-4228-9a4b-f294a9286220 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Bimedix2: Bio-medical expert lmm for diverse medical modalities
Reference 42
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Observation 1999e115-1bfd-43c6-9356-644332f9ddce · outbound
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
Reference 43
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Observation 7f69231d-8d33-486d-929c-3cd549cabdd6 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration
Reference 44
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Observation 682d512d-c8a4-41c4-bb8d-8f2a23dd6e79 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Unresolved cited work
Reference 45
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Observation 0ced1486-3e33-439b-864f-1bb054377bfa · outbound
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
Reference 47
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Observation f19110b7-9d69-4be2-ba0c-6277f055a8b5 · outbound
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
Reference 48
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Observation 5e5af2aa-0fb2-443a-928f-7d2d087eacd6 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Bleu: a method for automatic evaluation of machine translation
Reference 49
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Observation 4304564b-fd87-4f6d-9dba-5e209839f70c · outbound
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
Reference 50
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Observation 1543372b-c5d7-4443-a577-3f5076039b8c · outbound
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
Reference 51
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Observation bd93326b-7a8b-4b29-a647-693440de4ffc · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Position: Compositional generative modeling: A single model is not all you need
Reference 52
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Observation 2c418c22-aee1-4e89-aa7e-a474ae753f87 · outbound
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
Reference 53
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Observation f61d1b31-4371-4300-85f9-8f0dc26897f6 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Unresolved cited work
Reference 54
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Observation 7be93ead-d69b-4dfd-ac23-e88a0f103224 · outbound
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
Reference 55
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Observation a4f6110b-4507-4485-9621-b0c65035518c · outbound
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
Reference 56
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Visionzip: Longer is better but not necessary in vision language models
Reference 57
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Observation 38502715-f4d4-4147-a183-59a62a097b6b · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Sparsevlm: Visual token sparsification for efficient vision-language model inference
Reference 58
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Observation cfb0ae7e-81b0-4a1f-baf9-03bb01564451 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Attention is all you need
Reference 59
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Observation 31c4033e-3bc0-4396-b0fe-ac91b5baedfc · outbound
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
Reference 60
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Observation b4cbec94-23d4-49eb-a553-a513b6a4887f · outbound
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
Reference 61
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Observation 3e70cf8e-e305-4cc9-89c9-212a3477561f · outbound
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
Reference 62
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Observation 64387d1d-4d25-4d61-a423-b2c7d9693099 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Huatuogpt, towards taming language model to be a doctor
Reference 63
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Observation a4a7c094-d03c-48f6-8ade-236f3518099e · outbound
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
Reference 64
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Reference 65
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Look again, think slowly: Enhancing visual reflection in vision-language models
Reference 66
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models
Reference 67
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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
Reference 68
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Inspect: A multimodal dataset for patient outcome prediction of pulmonary embolisms
Reference 69
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Observation 04772d10-3435-4fc5-8d68-98c7db1754e6 · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Vista3d: A unified segmentation foundation model for 3d medical imaging
Reference 70
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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
Reference 71
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding DMQR-RAG: Diverse Multi-Query Rewriting for RAG
Reference 72
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Reference 73
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Building a knowledge graph to enable precision medicine
Reference 74
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Sayers, Evan E
Reference 75
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Observation 384e0de7-46d0-4a79-8e44-520119b13afa · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding StatPearls Publishing, Treasure Island, FL, 2026
Reference 76
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Observation abe30840-efc1-49ed-bbe7-c2d0b02a7aa8 · outbound
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
Reference 77
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Xiong, Q
Reference 78
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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
Reference 79
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Observation 6042fd0f-a957-43bd-8664-2c3c213c0fd4 · outbound
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
Reference 80
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Observation 159ffc65-f324-454c-a538-0d1d3e18b61e · outbound
ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding On the limits of cross-domain generalization in automated x-ray prediction
Reference 81
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ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding Kalra, and Pingkun Yan
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