Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T11:46:51.794871Z
Paper Citation Record · LEDGER
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
As of 21 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 8 inbound Pith citation observations for arXiv:2504.14692.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T14:41:24.473812Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T16:38:39.529470Z
Reference resolution
64 of 64 outbound references displayed
- verified exact0
- verified fuzzy4
- unresolved60
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 148fea56-bed5-4359-a8db-f36124ef2780 · outbound
This paper cites online" 'onlinestring :=.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding online" 'onlinestring :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.381029Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd974ef4-1c4d-473a-9237-103b572034ad · outbound
This paper cites write newline.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.386453Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f363759-f80f-4c14-aca7-038fcac28479 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.688403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 07856dd3-ad0f-4e42-8495-7a7a36f2ca8d · outbound
This paper cites M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.397088Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac40fb4d-7a2a-4d68-bb49-63a402154fef · outbound
This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.402356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1853748-fd0f-421f-a9c8-11f5cfeb7ac6 · outbound
This paper cites Qwen2.5-VL Technical Report.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Qwen2.5-VL Technical Report
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.406812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66756e46-032c-4609-b04a-b2dcd784ec42 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.411668Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14158b15-68d5-44bd-b4dd-92bbf9d3825c · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.664275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 85473601-cf8d-4695-8dca-4cf78e7f79b5 · outbound
This paper cites u ller-Stich, J \.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding u ller-Stich, J \
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:52.649867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 46aea96a-929d-49e2-ae25-7d588c81a4bc · outbound
This paper cites An Introduction to Vision-Language Modeling.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding An Introduction to Vision-Language Modeling
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.425958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cc28d30-d7b8-4649-b8f4-24f7a5d66950 · outbound
This paper cites HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.430911Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e423e9c0-476d-403b-82d7-b5daeec0d261 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.633884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 99622553-f194-4d49-967b-e7c914f775e1 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.618623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 129c777f-5038-4a13-9e7e-47c0359761da · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.444497Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47921d9e-6a4d-404a-a888-e7ec066748c4 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.593839Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation cbf078c3-78a1-4d47-93e9-0dc50fdaeece · outbound
This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding PathVQA: 30000+ Questions for Medical Visual Question Answering
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.453558Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ffc3b07-fc5a-45f4-af46-373ae5d45b29 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.578451Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b19c06ad-1b1b-47b4-b698-e1b79db09802 · outbound
This paper cites Modality-Fair Preference Optimization for Trustworthy MLLM Alignment.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Modality-Fair Preference Optimization for Trustworthy MLLM Alignment
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.462900Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a98cedc-6069-4e54-9f7b-75007ca62099 · outbound
This paper cites Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.467928Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41251ba2-9e7a-423c-a589-896771bed1e7 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.563088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8061ecdd-0f3f-4259-afc3-7cdbe5bd2928 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.476441Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3c0102d-e380-459a-9f12-eb67e8f64ddc · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.537932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 445db077-f930-4e18-9523-cd54e4e81cc0 · outbound
This paper cites Surgical-LLaVA: Toward Surgical Scenario Understanding via Large Language and Vision Models.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Surgical-LLaVA: Toward Surgical Scenario Understanding via Large Language and Vision Models
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.489661Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8079ac0-bb31-41c1-93d5-8cb38fb5be6c · outbound
This paper cites Scaling Laws for Neural Language Models.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Scaling Laws for Neural Language Models
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.493981Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3fad696-d559-4ef4-90eb-315cfb8816de · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.522165Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 880137e8-d257-40af-8e02-3f8b419a374e · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.503346Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a247ab58-3b92-45bc-9c1b-563f93474780 · outbound
This paper cites LLaVA-OneVision: Easy Visual Task Transfer.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding LLaVA-OneVision: Easy Visual Task Transfer
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.507731Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4294b7a9-2e0b-4480-89da-ec3068770c4b · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.512265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6efbd20-0b0f-4c28-ac49-da7213e4d2a3 · outbound
This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.516703Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abedcc29-b2ac-4c41-bb81-2cd3bc196867 · outbound
This paper cites VideoChat: Chat-Centric Video Understanding.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding VideoChat: Chat-Centric Video Understanding
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.521189Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f27b6792-f78c-4c0f-956d-46f334a9fb36 · outbound
This paper cites VisualBERT: A Simple and Performant Baseline for Vision and Language.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding VisualBERT: A Simple and Performant Baseline for Vision and Language
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.525912Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d123188f-9aed-4257-85f1-26171be7f3bd · outbound
This paper cites Self-supervised vision-language pretraining for Medical visual question answering.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Self-supervised vision-language pretraining for Medical visual question answering
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.530611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52d4a6be-8b38-47ae-a8e4-713e4cb6032f · outbound
This paper cites Video-LLaVA: Learning United Visual Representation by Alignment Before Projection.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.535205Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b51dd739-d043-44dd-ac9a-a997be74eb9e · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.539743Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 891913a4-0a1b-4293-b455-e7fb80613926 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.544027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 016dd5bb-7b64-41d1-817b-3968f8444382 · outbound
This paper cites MedCoT: Medical Chain of Thought via Hierarchical Expert.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding MedCoT: Medical Chain of Thought via Hierarchical Expert
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.548058Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation af705958-0c4a-4d16-9e1c-7759fcdff00c · outbound
This paper cites Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.552772Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d792189c-4168-452b-8f20-831cb981e679 · outbound
This paper cites Lu, Bowen Chen, Drew F.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Lu, Bowen Chen, Drew F
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:52.467308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a9fd584e-2e29-4709-8c72-afbc60c0953e · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.561591Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4aca6703-b020-48a2-82f3-1af67ba97a5d · outbound
This paper cites Med-Flamingo: a Multimodal Medical Few-shot Learner.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Med-Flamingo: a Multimodal Medical Few-shot Learner
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.566281Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e214ff20-32ca-4bd6-9e93-4fd44a8a0e5b · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.443683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1281c12e-45e1-45ba-96a1-a83219c76d43 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.578509Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b91606fa-6c32-4c2e-b85f-6df8d59d2845 · outbound
This paper cites Medical Vision Generalist: Unifying Medical Imaging Tasks in Context.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.583250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc804ba7-f25d-437d-81b9-65f6ca16ddf4 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.418248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 894e5a1c-bafa-4369-95d9-557089bf93e8 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.403215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9f2f69b8-501f-4fc7-b67f-f6cae2e29ce8 · outbound
This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.596373Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef600fc8-8111-4b5c-836b-d18500d4759e · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.388412Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 147b83d0-170a-43fb-9f6f-ef804797ba15 · outbound
This paper cites Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.605152Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa667c15-1875-4530-812e-e6c220c7083c · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.373153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 66fc39e6-4c0f-4ba2-9ccb-3cf476bb99ed · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.357827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8dba16dd-bb6b-4fc5-bcf3-3b3eff5c7592 · outbound
This paper cites Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.737894Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0538dda7-a145-446c-9625-220e24645c94 · outbound
This paper cites NExT-GPT: Any-to-Any Multimodal LLM.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding NExT-GPT: Any-to-Any Multimodal LLM
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.742015Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a44c963-ee0e-43fe-808c-fe84d4131982 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 55
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.746610Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41fd8756-c43d-4b1e-ab0d-0a0161ecd82c · outbound
This paper cites Weerasinghe, Bill J Wright, Ari Robicsek, Brian D.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Weerasinghe, Bill J Wright, Ari Robicsek, Brian D
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:52.333598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f425a2cf-0ac0-49c5-8a44-34d37f650abc · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.317879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 415b84be-3dee-48bf-808f-6a8d1feada7a · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.301882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 63a02901-1b02-40d1-9d74-594410b8adf4 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.763804Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0979304-9292-416c-b8d4-96e7553b5ea6 · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 60
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.276482Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation df89d656-3339-4546-b06e-e44465cc6c24 · outbound
This paper cites AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.772308Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1fcbaa1a-1135-43a4-b20a-dd7855de4b20 · outbound
This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.777135Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42e9329e-b62f-4801-9b93-395e5ef14711 · outbound
This paper cites BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.781263Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aeea8383-4523-4fd7-8bed-28cb1ed4b43b · outbound
This paper cites an unresolved cited work.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T11:46:52.261116Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7e091883-7430-48d6-9484-6dc50edfd904 · outbound
This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs
Reference 65
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T11:46:51.790201Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe172a27-0067-4fa3-987c-0103f155c531 · outbound
This paper cites Chia, Siegfried K.
OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding Chia, Siegfried K
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T11:46:52.246447Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Pith citing papers
Observation 56a0951a-4f6d-4b33-9402-ac866a615bd6 · inbound
HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models cites this paper.
HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:00:48.841437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27c740b8-85ae-4dc4-80d7-f9830c07c77f · inbound
Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering cites this paper.
Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:02:10.533963Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d9ee975-fa18-4d4f-be38-500cc7621c67 · inbound
V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis cites this paper.
V2T-CoT: From Vision to Text Chain-of-Thought for Medical Reasoning and Diagnosis OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:11:45.867138Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99b54aae-8589-477b-8e8c-086b0b51fb87 · inbound
Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning cites this paper.
Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T16:21:43.125834Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50fc61aa-7acc-4978-972a-8de4ba7509f6 · inbound
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.
UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Reference 235
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T09:47:59.584324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9d2c6cdc-44ad-42c9-972e-3a9b068e2c8b · inbound
AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation cites this paper.
AtomiMed: Hierarchical Atomic Fact-Checking for Universal Clinical-Aware Medical Report Evaluation OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-01T11:55:43.152392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 88f672f8-129d-45c8-81fd-461c72b4e864 · inbound
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding cites this paper.
MedStreamBench: A Time-Aware Benchmark for Streaming and Proactive Medical Video Understanding OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T16:38:39.531041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 17209b59-2074-45cf-bd6b-58347f3f807c · inbound
CARVE: Cross-Slice Anisotropic Reallocation of Visual Evidence for Efficient 3D Medical Volume Understanding cites this paper.
CARVE: Cross-Slice Anisotropic Reallocation of Visual Evidence for Efficient 3D Medical Volume Understanding OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T14:41:24.473812Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.