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Paper Citation Record · LEDGER

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review

As of 20 August 2026, this Paper Citation Record lists 100 of 266 outbound references and 5 inbound Pith citation observations for arXiv:2506.18378.

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

pith.paper-citation-record.v1
2506.18378 v1

Coverage vector

measured 100 of 266 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:52:30.468025Z

measured 105 of 105 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T18:40:37.231957Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T09:04:04.549147Z

Reference resolution

100 of 266 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved100
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 27e085b8-8e7b-4b70-9440-4447914572b9 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-15T18:52:30.107370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:30.107370Z digest=sha256:4817ddbe9a7d27d745b3a748e30dd37b30b2cccdda6994b366be3605f64ca918

Observation 6186f53b-0054-41da-b15c-00869531a4b6 · outbound

This paper cites Litjens, T.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Litjens, T

Reference 2

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:30.111504Z digest=sha256:95f179d7bedf3dcb71cfb1190b49c46a81a15532c4dcd5130630c714be4907be

Observation e5d4dfd4-f277-4b19-8606-c7394639364d · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:30.115212Z digest=sha256:191f224957610ddd32cc5ac95d1af96ad06dde86af4d6126e319d8f8b1613228

Observation 53b440dd-4e1f-4c53-abff-35db2b468e99 · outbound

This paper cites Esteva, A.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Esteva, A

Reference 4

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no resolver link, observed 2026-08-15T18:52:30.119151Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T18:52:30.119151Z digest=sha256:8e9b481c1c6b36d8323fc774de0f5fd33ed06818d2b6030bf68b459a879a0577

Observation bcfe5189-14d4-4175-a925-2b253528a64c · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 5

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no resolver link, observed 2026-08-15T18:52:30.122766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:30.122766Z digest=sha256:7d398cd8cc6644d0eb8f588b2dbf00b2fb855a119a5891f0c1b7acbbae8ee773

Observation 80ac61bb-4b70-4b6e-94c4-bc7fe08ed565 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-15T18:52:30.126345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:30.126345Z digest=sha256:475343ca945263acbffbebfcff6c3bad076141678191f14657cae6fda4329818

Observation fc9fa082-2b9e-414c-8217-942834b66957 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 7

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no resolver link, observed 2026-08-15T18:52:30.129728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:30.129728Z digest=sha256:dbd17ecb537147baad31c7fc9f679e4926022a856ba780efd2db3d11202a5a08

Observation 4b4ac92a-cb27-4b94-b433-8129440f0625 · outbound

This paper cites P ´erez-R´ua, V.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review P ´erez-R´ua, V

Reference 8

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no resolver link, observed 2026-08-15T18:52:30.132502Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-15T18:52:30.132502Z digest=sha256:682364f9e7f9a0bafe1d67c67158a7b2e01211e1f99ab4b14f8e2022ce789377

Observation b7369ad2-3de1-489f-baa3-d1c52acce589 · outbound

This paper cites Radford, J.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Radford, J

Reference 9

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source=pdf_text observed=2026-08-15T18:52:30.135501Z digest=sha256:23cea159b915a4892db1666dea662ad29603f724420361cb382140836d2a7d94

Observation e3556c05-2698-49e0-8dfe-8d23d619643c · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-15T18:52:30.138373Z digest=sha256:1659ff23f5ef1b40fd408d17c775d3e8d00790801954d48061576d52a9f6d0d1

Observation e462fc29-c7c5-4224-814c-0699b47f3a8b · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 11

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Observation 4fa947d6-147b-46ff-aec0-e2b63483efe7 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Gemini: A Family of Highly Capable Multimodal Models

Reference 12

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source=pdf_text observed=2026-08-15T18:52:30.144944Z digest=sha256:2ad901469cb6b26df85daccc39bcff1ba3609bee4a8f17402dfbcc9b9ce92c2d

Observation 6a0bb67a-d066-4803-a05a-8f20c3aa7e48 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 13

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Observation 867d9eec-3f0b-4f97-9b22-64ef8031f107 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 14

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Unavailable: canonical work link unavailable.

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Observation 5a39abd3-52dc-4979-ae8d-160e40b27d17 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

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Observation db667cc6-0fd5-4b96-a5f6-3fee4eb920a0 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 16

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Observation 06937bf5-b76b-49aa-8daf-c2a6f3b569ed · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 17

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Observation 30124fbc-0195-46dc-baeb-de6f92536e62 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:30.166222Z digest=sha256:8f126a717dfa524207bf38bf9a1eaca43f6d34734d6911b5e2f6efb1da15f07a

Observation 0e530efc-5153-47d8-9e4d-808966c7092c · outbound

This paper cites Eslami, C.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Eslami, C

Reference 19

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no resolver link, observed 2026-08-15T18:52:30.169758Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:30.169758Z digest=sha256:27ac6d715dede5122bad0fc52392c8a8273e04e0608284f731593caa10ff7193

Observation 1aba8173-5765-42ac-8758-09ad6dc58b44 · outbound

This paper cites UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities

Reference 20

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source=pdf_text observed=2026-08-15T18:52:30.173348Z digest=sha256:869dece7f23de3db04e4605f87f4121ddff0c28bf3aed88700fc09d3d56bff4d

Observation 3b4e71f8-2c0b-4275-88c4-c8acbb7672b4 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 21

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Observation 9be3d7cf-8853-4f17-82f5-79c5db6073fe · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 22

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Observation d3c363af-390a-48fa-8d17-88e9ce763a16 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5811505a-db75-42cd-934c-c67facc198ad · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 24

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:52:30.189288Z digest=sha256:acdc268c1d336e22d519ff4c290e9e44376531f138c35892e4a79971feda43db

Observation 5b589737-3382-4fb4-a511-06cc68672c98 · outbound

This paper cites 3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review 3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology

Reference 25

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source=pdf_text observed=2026-08-15T18:52:30.193579Z digest=sha256:9e9a246a5b8e32902c35341fb5cc9a20d934bcdddb4b4da1f517123a0e72763e

Observation a2a9700a-9680-4e7e-8e72-7ea837202d74 · outbound

This paper cites Zhong, M.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Zhong, M

Reference 26

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Observation 6caaf308-40b8-4e44-83f5-cc09b2f6188f · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 27

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Unavailable: canonical work link unavailable.

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Observation da56425a-15ed-4931-9ccd-c3bfaf6e9255 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 28

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Observation 00a01e9d-0a96-47c5-a942-5dcca8f06540 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 29

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Observation 30254fa9-eb24-4abf-bf28-439a540068db · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 30

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Observation fd890eaa-b2c4-4043-ba25-8b7cc7f1b1ef · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 31

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source=pdf_text observed=2026-08-15T18:52:30.214603Z digest=sha256:a83bbf99ebbc52d78906f6ebe744e5b9150e438648d1f3e3995530dfc3f4bdc0

Observation 0e3e22fe-7dc4-4405-b02c-4f064f7043bd · outbound

This paper cites Ghosh, A.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Ghosh, A

Reference 32

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source=pdf_text observed=2026-08-15T18:52:30.218026Z digest=sha256:b7c0f0d8d32a0e00e8300fd63aa4050a0029d51017adddd8b11ad5f80273f106

Observation b5f327f2-8ee4-4ad8-a753-6fe07f43204f · outbound

This paper cites Ferber, G.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Ferber, G

Reference 33

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Observation 7f9a8ad2-58e1-41f1-8c44-dc80b775459a · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 34

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Observation 34ec1467-48fb-40cf-b0b0-b05d7ab00287 · outbound

This paper cites Zhang, Y.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Zhang, Y

Reference 35

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Observation 831a1eba-39db-4cdf-9cd9-2547195f93bd · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 36

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Observation fe4d38e5-35bd-4413-a751-a3dd2723d552 · outbound

This paper cites Zhang, C.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Zhang, C

Reference 37

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Observation 558fb467-481e-4fbe-815e-280870e3aa0e · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 38

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Observation 9c1ab6f6-7ced-4997-9253-2992063d1b0b · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 39

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Observation c05efc0b-d365-431e-90df-6826872494ad · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 40

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Observation cf38570b-6c93-486a-a492-19df4fc1b465 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 41

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Observation b76f8b88-b887-40fc-8af2-e2902a65492d · outbound

This paper cites Huang, C.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Huang, C

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Observation f5603dee-6f27-4005-a1e6-27446631505e · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 43

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Observation d41d1e87-078d-4087-8358-e56387feec14 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-15T18:52:30.261765Z digest=sha256:0bbbcf41b4832a91dd85e67e6e8ddc59aa072d4a15d172c0064f7e4c864a4531

Observation 883b1b0b-ac93-438f-bc61-a174c48fcf1d · outbound

This paper cites T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency

Reference 45

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Observation acb4f3d6-5db0-47de-a9aa-e1dcd8ef71b0 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-15T18:52:30.269542Z digest=sha256:d49f9d08450bea75f42e8cf2939e00eb2280e9e5e3e61c5c1c02826cac8782af

Observation 9429e788-7f54-4e07-a564-9880d4303bab · outbound

This paper cites Krai ˇsnikovi´c, R.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Krai ˇsnikovi´c, R

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source=pdf_text observed=2026-08-15T18:52:30.273896Z digest=sha256:7914a8c3866e3388d776106e3d1640f39b0cd7cec90dbc37c6edcc19be0ae6f5

Observation dbe7a04e-2216-425d-8b7f-dfffa65bdd07 · outbound

This paper cites Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models

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source=pdf_text observed=2026-08-15T18:52:30.277973Z digest=sha256:01cea4a70a0a657d0c741d8ee7b96155d31e94cd0d03506b6b70e691653353c0

Observation fc9b3c43-88fe-4e13-9cf0-118b77963156 · outbound

This paper cites Sathish, R.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Sathish, R

Reference 49

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source=pdf_text observed=2026-08-15T18:52:30.282266Z digest=sha256:6f495b8475e0af647a904ba9c8644909a565a3ea9cb5a82e55bf5786a2784a4f

Observation 8e63051f-39cd-41d3-a529-f29ad600acda · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-15T18:52:30.285777Z digest=sha256:ea25fbee5f29f2fd8f83bc821a980d8d4ef76113c769e7ab54b025f556a3796e

Observation 2a9a7008-386f-4974-8563-0fe5d6894ad8 · outbound

This paper cites Hussein, F.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Hussein, F

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source=pdf_text observed=2026-08-15T18:52:30.289193Z digest=sha256:9dd55c8a3254a008683d9e84e15da53293e80ee183112888388b4b4818bbd6ad

Observation ea8ea48c-b43a-4c44-9f55-0bd67f1aca9a · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-15T18:52:30.292408Z digest=sha256:4d8dadd141fc0c046870e43cf423a8d016538a4effd06b10b22c476a594118b5

Observation ec3a9000-e283-47ad-a187-56487418e546 · outbound

This paper cites Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study

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source=pdf_text observed=2026-08-15T18:52:30.295860Z digest=sha256:6ae6f386d688c42e63e49fcea41f312b811b5dce49d5faa8951ecbd4f813ac43

Observation 06a31fb7-fa52-4aa0-91c7-be98b6ab0aae · outbound

This paper cites VL-BERT: Pre-training of Generic Visual-Linguistic Representations.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review VL-BERT: Pre-training of Generic Visual-Linguistic Representations

Reference 54

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source=pdf_text observed=2026-08-15T18:52:30.299468Z digest=sha256:f75afbe170c2881a0e0e966f4e0bafaec64aecab248fb1a26b3b9f0cabacfc43

Observation 62560354-cd1b-4f62-ae8e-1462a69bb6cb · outbound

This paper cites GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Reference 55

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source=pdf_text observed=2026-08-15T18:52:30.302754Z digest=sha256:3a37ae29082a5cb5abf7c6e8f986d7bc5a77d3530248c785b53b671bd871d931

Observation 94289c9b-a2fb-4ab0-9e50-37b5f8b4f139 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-15T18:52:30.306016Z digest=sha256:2b49b679805e7c04b32afcb48f2d1543f1fa02ab3450aa0335415bc4b91f394e

Observation f041a523-9078-4fb0-a2f9-96cf01b49a9b · outbound

This paper cites Rombach, A.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Rombach, A

Reference 57

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source=pdf_text observed=2026-08-15T18:52:30.309420Z digest=sha256:4b0c50d6b683ac3000f844c31df87b4b353e7b8a9c9fc36c39dcc46dac71efcf

Observation 302f4581-3f26-4529-9b10-f8c147897d22 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-15T18:52:30.313014Z digest=sha256:b4a6c50486337cb9a1e9d146e397caee3ca8e3210c2e97b49c26a5ef3c35803e

Observation 68d5eb94-fa65-40d0-a5d4-b1d77ba43f94 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-15T18:52:30.316397Z digest=sha256:61ce0c127e9f2eadf7e35da7f2824119f93d0b64c198c323cd6f37d0b3b3d0df

Observation aa734c77-4fd9-4c05-bd05-012138ac4f37 · outbound

This paper cites Caption Anything: Interactive Image Description with Diverse Multimodal Controls.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Caption Anything: Interactive Image Description with Diverse Multimodal Controls

Reference 60

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source=pdf_text observed=2026-08-15T18:52:30.319691Z digest=sha256:e7cab96eb1b71459f883311b692cd0bb8a8fb028c6c4a0b8384c556ee50dce17

Observation df4485f8-96c7-4676-9376-794859f66e46 · outbound

This paper cites Betker, G.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Betker, G

Reference 61

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source=pdf_text observed=2026-08-15T18:52:30.323304Z digest=sha256:54bf00fc59192aaec2d658a5726c8639630d469b8a4eaeb7e08f05c6f7699703

Observation fb1b66af-dede-4976-b7eb-055c6f862b7d · outbound

This paper cites EVA-CLIP: Improved Training Techniques for CLIP at Scale.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review EVA-CLIP: Improved Training Techniques for CLIP at Scale

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source=pdf_text observed=2026-08-15T18:52:30.326650Z digest=sha256:ffac5617dcc0fdc1e97373392b024acd8e7920257493bd8c08f3805e3d60a2af

Observation e4095efc-0317-42da-a273-4dc67162fadf · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 63

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source=pdf_text observed=2026-08-15T18:52:30.330995Z digest=sha256:a131471cad4943ddbf0cb5381f41f5e55f2e05cce8def04390b9f5c5a6c8b3bb

Observation c3708652-9b1e-4828-b493-cc5a1c8daed0 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

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source=pdf_text observed=2026-08-15T18:52:30.334589Z digest=sha256:a8cfdf60cd3d6f0572af51dd4fffc14b5d08407f1a6ca4aa573ab8a83860866a

Observation 7066fa4a-a695-4202-9ab6-4e2167339296 · outbound

This paper cites MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning

Reference 65

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source=pdf_text observed=2026-08-15T18:52:30.338013Z digest=sha256:caeea866fe2abf144783352b11f8af1abc43b72c0114bb97f8e090123723cdc9

Observation 90b6ed2d-93dd-4c16-be25-634f84212cee · outbound

This paper cites Kirillov, E.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Kirillov, E

Reference 66

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source=pdf_text observed=2026-08-15T18:52:30.341364Z digest=sha256:82255ab587238ef37c4e93a1c2a4318e91e746492e013194f253fbf98a05dc65

Observation ae023b97-142b-4509-98fa-255f7a86d999 · outbound

This paper cites Large-Vocabulary Segmentation for Medical Images with Text Prompts.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Large-Vocabulary Segmentation for Medical Images with Text Prompts

Reference 67

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source=pdf_text observed=2026-08-15T18:52:30.344960Z digest=sha256:589f5b3e5bec4b4816d2eb0bc9d1feb56aab798bf7e04767b6361e956c5ca1aa

Observation 6e37ef16-21cb-4be0-92a0-46bbc09a87f4 · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 68

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source=pdf_text observed=2026-08-15T18:52:30.349108Z digest=sha256:407683ce654a73238d161ef151cc04514f41586195de2f4dd22615330cf9e305

Observation 32513cdc-4303-46c6-8c3b-e6547a800465 · outbound

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

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation

Reference 69

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source=pdf_text observed=2026-08-15T18:52:30.352368Z digest=sha256:cef9219947a6b84416cd39eb0f6ff23afb3484df57349eef900f91d571343fa9

Observation 512b1afd-2bd9-4f33-81ae-a9513bb5773b · outbound

This paper cites com/news/claude-3-haiku.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review com/news/claude-3-haiku

Reference 70

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source=pdf_text observed=2026-08-15T18:52:30.356529Z digest=sha256:227692eaf6d2fec6b71b2fb64bc13e0df739e4319de516798aa42a2a51fe47eb

Observation 0f5bb209-d855-4ee4-a888-21184849004b · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

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source=pdf_text observed=2026-08-15T18:52:30.360763Z digest=sha256:5ff1e284092d427083f42f16874e2584a4b7c1fa4e8afbc43c59be217386a179

Observation 23e3a075-fca6-4640-a7b0-59fc24a0df3f · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 72

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source=pdf_text observed=2026-08-15T18:52:30.364405Z digest=sha256:c71792acd4373be953771fb881e06facf02e1dc9019e02bfbf5090109b861640

Observation 3473cd69-81ec-4621-8c61-ee73dd999782 · outbound

This paper cites GPT-4 Technical Report.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review GPT-4 Technical Report

Reference 73

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source=pdf_text observed=2026-08-15T18:52:30.368751Z digest=sha256:3fd4fa7bca80f34c12a7c4dc9034884313be6125284443ef4143d05bac1b2c1c

Observation d88e3368-424c-47e3-bc43-260df46db29a · outbound

This paper cites GPT-4o System Card.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review GPT-4o System Card

Reference 74

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source=pdf_text observed=2026-08-15T18:52:30.371859Z digest=sha256:6d4c8b944b81594b1311f3dc7e1d629a8454aae067ce1e95e9b9bd5a96c7cc58

Observation 206b5198-d4a5-4596-920c-a51419136458 · outbound

This paper cites The Llama 3 Herd of Models.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review The Llama 3 Herd of Models

Reference 75

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source=pdf_text observed=2026-08-15T18:52:30.375514Z digest=sha256:5ca8dbf3819f1bf2e4835b4239155f9d66e87f44998faa35298e83487d85b91a

Observation 889a03bf-00f1-48da-bfe9-10a7bfc4df9e · outbound

This paper cites MedCLIP: Contrastive Learning from Unpaired Medical Images and Text.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Reference 76

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source=pdf_text observed=2026-08-15T18:52:30.378910Z digest=sha256:ef96d74b1e2d0ab86f10046f4129af52aa105c111ff5d821327e11bd3e61a363

Observation d7576ed0-547b-42d8-878d-a4461071da5c · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 77

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source=pdf_text observed=2026-08-15T18:52:30.382519Z digest=sha256:b7a90e8ee1786227a85b42a505c80a784da08d3947be9bae5bf77f28b61ef7c5

Observation d63af463-ffec-4e9a-98e2-4ce67b6e5fa1 · outbound

This paper cites Bannur, S.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Bannur, S

Reference 78

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source=pdf_text observed=2026-08-15T18:52:30.387011Z digest=sha256:3f123120693f4a879d78c1125f05811f2c8d15b9c8a5e382e6b2081ac651c4cf

Observation edd4d1a7-a99a-491b-86c6-ad7533d075af · outbound

This paper cites Silva-Rodriguez, H.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Silva-Rodriguez, H

Reference 79

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source=pdf_text observed=2026-08-15T18:52:30.391550Z digest=sha256:11992e361128b137c4f21697897b0ba578fc16c60dadc7ef96c9fd4abef18f96

Observation 6980bc37-e39e-4d52-a887-2ba842ff76ea · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 80

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source=pdf_text observed=2026-08-15T18:52:30.395682Z digest=sha256:24fd13de0890ab6e81330430833d350fbf2e54ba89f289d89e726bd104317020

Observation ce5a399c-e9fa-4103-8d84-8b44028dda2d · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 81

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source=pdf_text observed=2026-08-15T18:52:30.399643Z digest=sha256:e8b2056c020b548b39bbbc1c2e24b599763ebe2e84e8b18092f2dac30c3f2719

Observation b7d92b2a-b8a6-4e2a-8e16-49c8a1a4f0e0 · outbound

This paper cites Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare

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Observation 8ce500c0-af35-4342-a688-2010eeea290b · outbound

This paper cites BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text

Reference 83

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Observation 44ef3c5e-07df-4cfc-8c87-e31cd94c3444 · outbound

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Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 84

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This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 85

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Observation d269330e-b85c-40ca-bf16-cd1811930f63 · outbound

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Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 86

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Observation 2f389798-f40f-424c-939e-098bae789350 · outbound

This paper cites van Sonsbeek, X.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review van Sonsbeek, X

Reference 87

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Observation 1a803b3b-7a69-4e56-abf1-b48f59124c29 · outbound

This paper cites Zheng, J.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Zheng, J

Reference 88

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Observation f894d1ce-3c4a-4e53-a5a2-9398bb21f9a4 · outbound

This paper cites Chikontwe, M.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Chikontwe, M

Reference 89

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Observation 0fc1fd9b-a51c-484a-9e6d-ebd6fd04b968 · outbound

This paper cites Zhang, B.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Zhang, B

Reference 90

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This paper cites Akrout, B.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Akrout, B

Reference 91

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Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 92

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Observation 870cd843-0f13-4a7f-a654-30fa914e89c3 · outbound

This paper cites Tschandl, C.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Tschandl, C

Reference 93

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Observation 89080eea-e8d8-4eec-8c76-ef47761f96a2 · outbound

This paper cites Jiang, D.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Jiang, D

Reference 94

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This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 95

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This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 96

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Observation b4775d18-ba3d-47b4-9325-0d07edf9487b · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 97

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Observation 7c327c56-d4ac-471a-82be-a0ab298fea8a · outbound

This paper cites an unresolved cited work.

Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 98

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Observation 9277ab58-03a6-45f7-8b9f-60c078f6e552 · outbound

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Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 99

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Observation da8f2143-f4bc-4d50-a86f-594f9bee2e97 · outbound

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Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review Unresolved cited work

Reference 100

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Pith citing papers

Observation 684bc499-dd20-4f97-b109-a8e3d89bad96 · inbound

6 Fingers, 1 Kidney: Natural Adversarial Medical Images Reveal Critical Weaknesses of Vision-Language Models cites this paper.

6 Fingers, 1 Kidney: Natural Adversarial Medical Images Reveal Critical Weaknesses of Vision-Language Models Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review

Reference 16

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Observation a5e48800-f60e-45f3-9045-70035c70b634 · inbound

BiomedAP: A Vision-Informed Dual-Anchor Framework with Gated Cross-Modal Fusion for Robust Medical Vision-Language Adaptation cites this paper.

BiomedAP: A Vision-Informed Dual-Anchor Framework with Gated Cross-Modal Fusion for Robust Medical Vision-Language Adaptation Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review

Reference 19

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 0fef9fef-aeee-4871-bc0e-36c54706a139 · inbound

UCSF-PDGM-VQA: Visual Question Answering dataset for brain tumor MRI interpretation cites this paper.

UCSF-PDGM-VQA: Visual Question Answering dataset for brain tumor MRI interpretation Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review

Reference 21

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation ddaec0b3-66a5-4dd2-b8f1-3def0a8a11eb · inbound

UCSF-PDGM-VQA: Visual Question Answering dataset for brain tumor MRI interpretation cites this paper.

UCSF-PDGM-VQA: Visual Question Answering dataset for brain tumor MRI interpretation Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review

Reference 21

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arxiv_id, observed 2026-05-21T09:04:04.551098Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation b72ae5c2-a160-42ad-91c7-0b38d5a9c4d9 · inbound

Can Multimodal Large Language Models Understand OCT? cites this paper.

Can Multimodal Large Language Models Understand OCT? Taming Vision-Language Models for Medical Image Analysis: A Comprehensive Review

Reference 33

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