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Paper Citation Record · LEDGER

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

As of 21 August 2026, this Paper Citation Record lists 100 of 172 outbound references and 1 inbound Pith citation observation for arXiv:2502.09242.

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

pith.paper-citation-record.v1
2502.09242 v1

Coverage vector

measured 100 of 172 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:13:30.909262Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:45:12.162116Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

100 of 172 outbound references displayed

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External citation measurements

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Outbound references

Observation 74ebc876-8352-4fb1-aefa-1e849d393d27 · outbound

This paper cites Nature Medicine 28(9), 1773–1784 (2022).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Medicine 28(9), 1773–1784 (2022)

Reference 1

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Observation 8a062ccf-ad09-4e26-92f4-93c6e43efa82 · outbound

This paper cites Nature Communications 15(1), 1603 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Communications 15(1), 1603 (2024)

Reference 2

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Observation 74e233b7-9648-4cb5-a44b-211a28c4c2cf · outbound

This paper cites IEEE Transactions on Multimedia 25, 845–855 (2021).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine IEEE Transactions on Multimedia 25, 845–855 (2021)

Reference 3

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Observation 96172c27-6350-4d42-8528-80f51dc84a45 · outbound

This paper cites Cureus 15(6) (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Cureus 15(6) (2023)

Reference 4

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Observation d0a3ae00-f066-482d-ab4f-4729554177db · outbound

This paper cites nature 596(7873), 583–589 (2021).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine nature 596(7873), 583–589 (2021)

Reference 5

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Observation 93845984-055a-4683-bc89-d96363d1a92b · outbound

This paper cites The Impact of AI Assistance on Radiology Reporting: A Pilot Study Using Simulated AI Draft Reports.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine The Impact of AI Assistance on Radiology Reporting: A Pilot Study Using Simulated AI Draft Reports

Reference 6

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Observation b5ca1bde-ed29-423d-a5b2-1f86c13d9339 · outbound

This paper cites Nature medicine 30(4), 1134–1142 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature medicine 30(4), 1134–1142 (2024)

Reference 7

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Observation e4153494-e9cc-4f3c-addb-82dd9e0bf411 · outbound

This paper cites Scientific data 6(1), 317 (2019).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Scientific data 6(1), 317 (2019)

Reference 8

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Observation 2d62b23a-0eb1-49c9-8cd1-e95c60f079f9 · outbound

This paper cites INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine INSPECT: A Multimodal Dataset for Pulmonary Embolism Diagnosis and Prognosis

Reference 9

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Observation b42981a5-b5e0-4652-9df5-d87cb2afa4c7 · outbound

This paper cites Radiology 313(2), 233441 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Radiology 313(2), 233441 (2024)

Reference 10

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Observation 193ce5e5-f853-4659-9ea4-431ed9bdcb6c · outbound

This paper cites Radiology 309(1), 230806 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Radiology 309(1), 230806 (2023)

Reference 11

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Observation 42f8caaf-71d5-4228-883b-b2a64c394166 · outbound

This paper cites Nucleic acids research 49(D1), 916–923 (2021).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nucleic acids research 49(D1), 916–923 (2021)

Reference 12

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Observation f1535813-1e0f-4e1e-ae35-b042a1ea4214 · outbound

This paper cites Nature Medicine, 1–13 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Medicine, 1–13 (2024)

Reference 13

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Observation 1f7cafdf-b5a9-4693-ac24-4d5bf88fe2bd · outbound

This paper cites arXiv preprint arXiv:2403.17834 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine arXiv preprint arXiv:2403.17834 (2024)

Reference 14

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Observation 9c020344-e22f-45cf-83db-9cff4576f736 · outbound

This paper cites Advances in Neural Information Processing Systems 36 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Advances in Neural Information Processing Systems 36 (2024)

Reference 15

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Observation c31ff6c9-c5b1-4c28-9923-86cd5047e758 · outbound

This paper cites In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention, pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: International Con- ference on Medical Image Computing and Computer-Assisted Intervention, pp

Reference 16

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Observation b3140a22-8092-43b1-a083-5e7038ecc504 · outbound

This paper cites A Survey on Multimodal Large Language Models.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine A Survey on Multimodal Large Language Models

Reference 17

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Observation 34362b51-c54b-4b07-a2c8-ec516fd0f926 · outbound

This paper cites A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks

Reference 18

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Observation 42afea14-ab09-4074-8a3d-adb49c1f9fb6 · outbound

This paper cites npj Digital Medicine 5(1), 171 (2022).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine npj Digital Medicine 5(1), 171 (2022)

Reference 19

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Observation a36e3ab0-e2f2-4cde-9c8b-d43127daff5a · outbound

This paper cites Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions

Reference 20

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Observation 9c702232-7d64-45fe-bbe1-f94a49dc41ff · outbound

This paper cites Annals of internal medicine 169(7), 467–473 (2018) 22.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Annals of internal medicine 169(7), 467–473 (2018) 22

Reference 21

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Observation 0cd760a1-1d53-4c53-ab6c-992183249e55 · outbound

This paper cites bmj 372 (2021).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine bmj 372 (2021)

Reference 22

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Observation c0b7fb11-1787-41a3-bbc5-9d1652bb5fce · outbound

This paper cites Systematic reviews 5, 1–10 (2016).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Systematic reviews 5, 1–10 (2016)

Reference 23

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Observation 608eaf42-0a3a-4ff2-89d8-909ddf608c85 · outbound

This paper cites Nature 619(7969), 357–362 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature 619(7969), 357–362 (2023)

Reference 24

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Observation 100d24a9-d728-4de0-a098-eaf7e1e3ecad · outbound

This paper cites Advances in Neural Information Processing Systems (2017).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Advances in Neural Information Processing Systems (2017)

Reference 25

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Observation 4f495b6c-c0da-41c0-8848-704290d79d1d · outbound

This paper cites Bioinformatics 36(4), 1234–1240 (2020).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Bioinformatics 36(4), 1234–1240 (2020)

Reference 26

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Observation b4e343ea-aed1-4a07-9836-148f35301b22 · outbound

This paper cites BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 27

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Observation 81e5c0fe-c041-4dde-904c-22b04c71150a · outbound

This paper cites npj Digital Medicine 7(1), 41 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine npj Digital Medicine 7(1), 41 (2024)

Reference 28

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Unresolved cited work

Reference 29

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This paper cites HuatuoGPT, towards Taming Language Model to Be a Doctor.

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

Reference 30

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This paper cites HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 31

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Observation aaced4ce-2869-4bc8-ae4f-0d8b3a1580eb · outbound

This paper cites Advances in Neural Information Processing Systems 33, 9459–9474 (2020).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Advances in Neural Information Processing Systems 33, 9459–9474 (2020)

Reference 32

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This paper cites NEJM AI 1(2), 2300068 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine NEJM AI 1(2), 2300068 (2024)

Reference 33

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Observation 8a6e5032-ea6d-408f-8467-106045a672e7 · outbound

This paper cites RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering

Reference 34

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Observation daf5536b-8520-4642-a74b-8eb5174e9bf8 · outbound

This paper cites NPJ Digital Medicine 7(1), 100 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine NPJ Digital Medicine 7(1), 100 (2024)

Reference 35

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Observation b0fba5fd-99eb-400d-bee1-2938592e6e50 · outbound

This paper cites In: 2021 International Joint Conference on Neural Networks (IJCNN), pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: 2021 International Joint Conference on Neural Networks (IJCNN), pp

Reference 36

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Observation a27094a4-6c5c-41e4-b2b0-30911b52c7a4 · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Briefings in bioinformatics 23(6), 409 (2022)

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Observation d752888f-2e0e-4454-905b-f4e1487b3785 · outbound

This paper cites npj Digital Medicine 7(1), 16 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine npj Digital Medicine 7(1), 16 (2024)

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Observation 5372f3d2-12f4-4c0b-ac5f-d4c7f8fac20c · outbound

This paper cites NPJ digital medicine 5(1), 194 (2022).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine NPJ digital medicine 5(1), 194 (2022)

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Observation c1fdfeee-88f1-4306-b796-8dd33391fae1 · outbound

This paper cites In: Proceedings of the ACM Conference on Health, Inference, and Learning, pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Proceedings of the ACM Conference on Health, Inference, and Learning, pp

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Observation d0b594b0-63f6-437c-8d2c-bdaccf7eefeb · outbound

This paper cites NPJ Digital Medicine 7(1), 102 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine NPJ Digital Medicine 7(1), 102 (2024)

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Observation 3fa4eb40-123c-46a7-af26-1803888242b1 · outbound

This paper cites AMIA Summits on Translational Science Proceedings 2021, 420 (2021).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine AMIA Summits on Translational Science Proceedings 2021, 420 (2021)

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Observation a11be974-64f0-44e7-85ec-1e4cdb723322 · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Medical Image Analysis 99, 103383 (2025)

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Observation b53f4816-0807-4997-ae91-566c9353fc7b · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine IEEE Transactions on Industrial 24 Informatics 18(8), 5600–5608 (2021)

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Observation 823aeec4-f86e-40ef-831d-e9f447443e79 · outbound

This paper cites MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

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Observation a166ceab-48e0-4926-b650-9808b8ccf12b · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

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Observation 994a7f6b-da92-4df6-aecd-526eaa56fa54 · outbound

This paper cites Nature 620(7972), 172–180 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature 620(7972), 172–180 (2023)

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Observation 43a4c527-1f04-4bda-b21e-10b6ecca419b · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Communications 15(1), 8384 (2024)

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Observation ea7abef0-c267-46ee-a54d-3cf489a52439 · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Communications medicine 1(1), 11 (2021)

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Observation 326d7304-a08c-4fff-9128-3a28d892e23b · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Journal of the American Medical Informatics Association, 045 (2024)

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Observation bd38ab43-25b0-4882-a34a-2563dbeac1cc · outbound

This paper cites medRxiv (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine medRxiv (2024)

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Observation 2d36633c-a299-4b8b-9e2b-3c850735703f · outbound

This paper cites Radiology: Artificial Intelligence 4(4), 210258 (2022).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Radiology: Artificial Intelligence 4(4), 210258 (2022)

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Observation b380d142-957b-4ddf-917b-03ca62267132 · outbound

This paper cites Radiology: Artificial Intelligence 6(2), 230205 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Radiology: Artificial Intelligence 6(2), 230205 (2024)

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Observation c22c7824-192c-4494-ac32-340d3bc37dec · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: MAbs, vol

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Observation 5ce0ff24-b324-4a91-9fcb-7ab1b3e413b3 · outbound

This paper cites 7: 25 using protein language models, regulatory cnns and other nucleotide-level scores to improve genome-wide variant predictions.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine 7: 25 using protein language models, regulatory cnns and other nucleotide-level scores to improve genome-wide variant predictions

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Observation 709fc45d-1d1a-4760-bfae-5722e6b2042a · outbound

This paper cites Bioinformatics 37(15), 2112–2120 (2021).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Bioinformatics 37(15), 2112–2120 (2021)

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Observation b523f03a-8cd7-40b6-a28d-004dc6100022 · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature 618(7965), 616–624 (2023)

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Observation f1ca7c2c-ef18-4d75-a439-524357375d5e · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Biotechnology 42(2), 275–283 (2024)

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Observation b8c197e0-a877-45ff-b78b-e849c2193aec · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: International Conference on Machine Learning, pp

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Observation 0d9cfd5f-7ade-494d-bdb8-3f707fe0d8a6 · outbound

This paper cites Nature Biotechnology 41(8), 1099–1106 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Biotechnology 41(8), 1099–1106 (2023)

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Observation d3da2604-21b8-4643-8d56-4588cc41c672 · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature communications 13(1), 4348 (2022)

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Observation ae70de90-0079-4f32-91a6-5bdd6a7e0743 · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence 44(10), 7112–7127 (2021).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine IEEE transactions on pattern analysis and machine intelligence 44(10), 7112–7127 (2021)

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Observation 0a852ace-d1d5-4928-af80-ebc98c099019 · outbound

This paper cites Nature Machine Intelligence 4(10), 852–866 (2022).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Machine Intelligence 4(10), 852–866 (2022)

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Observation c856cb06-5f8d-4388-b289-ec44832146f7 · outbound

This paper cites Computers in Biology and Medicine 179, 108926 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Computers in Biology and Medicine 179, 108926 (2024)

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Observation 5a514fad-71de-4cda-a7bd-332d153caf40 · outbound

This paper cites European Radiology 33(6), 4228–4236 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine European Radiology 33(6), 4228–4236 (2023)

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Observation fcb747ab-ef68-486e-bb64-818ff6dcfd19 · outbound

This paper cites Scientific data 10(1), 1 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Scientific data 10(1), 1 (2023)

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Observation ce4dcc06-aab3-4257-a1ec-c84cccd28840 · outbound

This paper cites Scientific data 5(1), 1–13 (2018).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Scientific data 5(1), 1–13 (2018)

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Observation 88f72234-d3f6-46bd-9826-e1a61a29950b · outbound

This paper cites In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp

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Observation be3b244b-047b-42fa-96a6-7472b6946e13 · outbound

This paper cites Nucleic acids research 51(D1), 523–531 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nucleic acids research 51(D1), 523–531 (2023)

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Observation d090bcfb-6ad7-4bd8-8ac1-d18ffc597b26 · outbound

This paper cites Nucleic acids research 41(D1), 36–42 (2012).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nucleic acids research 41(D1), 36–42 (2012)

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Observation d0cc8655-d488-4bc5-beeb-740474d0a180 · outbound

This paper cites Journal of proteome research 14(6), 2707–2713 (2015).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Journal of proteome research 14(6), 2707–2713 (2015)

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Observation 25fcee38-ee7d-4f1b-a9a3-090e285294c2 · outbound

This paper cites MAIRA-2: Grounded Radiology Report Generation.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine MAIRA-2: Grounded Radiology Report Generation

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Observation 8b6a3bc2-0826-4586-96f5-4b9f21278436 · outbound

This paper cites RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance

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Observation a918dbc5-40e4-4908-bd97-d21e37609591 · outbound

This paper cites Nature Biomedical Engineering 6(12), 1399–1406 (2022).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Biomedical Engineering 6(12), 1399–1406 (2022)

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Machine Learning for Health, pp

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Observation 5586cdad-9db0-4c2f-b9ca-93c3884b3f2f · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: International Conference on Machine Learning, pp

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Observation 0d7068d0-d009-48e3-9b43-75f48cae0b4b · outbound

This paper cites arXiv preprint arXiv:2406.06512 (2024) 27.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine arXiv preprint arXiv:2406.06512 (2024) 27

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Observation 5aa80ca7-f3be-4c2e-adae-4a38f909853f · outbound

This paper cites Advances in neural information processing systems 36 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Advances in neural information processing systems 36 (2024)

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Observation 3647d781-ea20-40ca-8cfe-ffc886b41e70 · outbound

This paper cites NEJM AI 1(3), 2300138 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine NEJM AI 1(3), 2300138 (2024)

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Observation 79c2da6f-567b-44bd-8cbb-8a4f7e000078 · outbound

This paper cites MedVersa: A Generalist Foundation Model for Medical Image Interpretation.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine MedVersa: A Generalist Foundation Model for Medical Image Interpretation

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This paper cites Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

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Observation 06683e80-a1c8-4ed6-aafb-ef2eff0b6648 · outbound

This paper cites NEJM AI, 2400640 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine NEJM AI, 2400640 (2024)

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Observation 83f80a14-5c6d-4bbc-bd2d-749be8592de9 · outbound

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: European Conference on Computer Vision, pp

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Observation edbdb1a2-2b8a-4710-890f-d49d9598673e · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Machine Learning for Healthcare Conference, pp

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Observation 21d55e05-a1f8-42d8-8ae2-7d54e32ca6d3 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

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Observation c3877bd7-3cd7-4adc-94c0-6c03ee884945 · outbound

This paper cites Advancing Multimodal Medical Capabilities of Gemini.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Advancing Multimodal Medical Capabilities of Gemini

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This paper cites In: ICASSP 2024-2024 IEEE Inter- national Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: ICASSP 2024-2024 IEEE Inter- national Conference on Acoustics, Speech and Signal Processing (ICASSP), pp

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Observation a90babba-d564-429c-b307-c3bb436f6ae5 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

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Observation f4e653fa-3334-438b-9df9-25b4b86a58a4 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp

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Observation ddc03f49-2120-42b0-ae93-0fc3db5294b1 · outbound

This paper cites In: Medical Imaging with Deep Learning, pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Medical Imaging with Deep Learning, pp

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Observation b9f1c780-9fa4-4150-87a0-32f802e0791f · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine In: Proceedings of the IEEE/CVF International Conference on Computer Vision, pp

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Observation a80e0213-6d2d-4ef4-bd3c-7333b25e0621 · outbound

This paper cites Nature Communications 14(1), 4542 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Communications 14(1), 4542 (2023)

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Observation 6f805f79-8e6d-4608-8186-2ab24aabac35 · outbound

This paper cites Nature Communications 15(1), 7620 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Communications 15(1), 7620 (2024)

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Observation fa332941-c079-49d2-bd93-a514ccd9cecd · outbound

This paper cites IEEE Transactions on Medical Imaging (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine IEEE Transactions on Medical Imaging (2024)

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Observation 90510195-8198-4511-8a44-09942d9adb4d · outbound

This paper cites MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging

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Observation 1b81e6c5-0e57-436a-b8a6-673f360f15ae · outbound

This paper cites NPJ Digital Medicine 6(1), 226 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine NPJ Digital Medicine 6(1), 226 (2023)

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Observation 529d6af0-ef65-49c3-99fc-625584c8a4f1 · outbound

This paper cites IEEE Journal of Biomedical and Health Informatics 26(12), 6070–6080 (2022) 29.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine IEEE Journal of Biomedical and Health Informatics 26(12), 6070–6080 (2022) 29

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Observation d0fc52d5-56ef-4dec-b947-58a32e3ba8ab · outbound

This paper cites Nature Machine Intelligence 5(12), 1447–1457 (2023).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Nature Machine Intelligence 5(12), 1447–1457 (2023)

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Observation 7c6daee8-8c22-4be3-9c1f-97666ec9185c · outbound

This paper cites Bioinformatics 40(Supplement 1), 357–368 (2024).

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine Bioinformatics 40(Supplement 1), 357–368 (2024)

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Pith citing papers

Observation 979029f8-8c07-4744-a1b0-343d1dc1b7a9 · inbound

AI4Research: A Survey of Artificial Intelligence for Scientific Research cites this paper.

AI4Research: A Survey of Artificial Intelligence for Scientific Research From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine

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