Paper Citation Record · LEDGER

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

As of 9 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 38 inbound Pith citation observations for arXiv:2502.09838.

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

pith.paper-citation-record.v1
2502.09838 v3

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:21:30.578136Z

measured 98 of 98 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 38 of 38 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:26:28.812115Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T12:49:52.188150Z

Reference resolution

60 of 60 outbound references displayed

verified exact0
verified fuzzy5
unresolved55
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a79d72ff-8d7a-419d-90f7-962749e290f4 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.345937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff8d30a5-474a-4dbb-87af-dd5f9d5c1616 · outbound

This paper cites write newline.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.350902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2ca08ce-98fd-4ac2-802e-fd01d3792054 · outbound

This paper cites Phi-4 Technical Report.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Phi-4 Technical Report

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.355525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f0bdb87-856a-415b-9dd0-a31868dbb330 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.298100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7815ca95-f077-402d-8f31-5a207dc26b80 · outbound

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

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.364189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a883bb3-5ee7-486f-b653-0df4aa266163 · outbound

This paper cites How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.368662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58d5da58-a9ab-4936-a875-026441128f46 · outbound

This paper cites ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation ANOLE: An Open, Autoregressive, Native Large Multimodal Models for Interleaved Image-Text Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.373363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0df3a09c-f13b-43e2-8bd7-5b42ce84a1a0 · outbound

This paper cites InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.377757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 765f6d23-a933-4519-a11b-b6190abe02e7 · outbound

This paper cites L.; Royston, P.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation L.; Royston, P

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:21:31.285055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f27b664f-8dca-434f-b1ea-0aa51ce3da02 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.385945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e4f3f10-8bba-4991-8d0d-9c7f6f6a0ec4 · outbound

This paper cites DreamLLM: Synergistic Multimodal Comprehension and Creation.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation DreamLLM: Synergistic Multimodal Comprehension and Creation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.389417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df9ee5e1-5dea-46cd-9367-cad08af3f319 · outbound

This paper cites The Llama 3 Herd of Models.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation The Llama 3 Herd of Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.393505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 955d416e-941f-4011-aa87-94f755f91918 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.397067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cef15181-dc25-4773-93a6-0df94599faa0 · outbound

This paper cites Planting a SEED of Vision in Large Language Model.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Planting a SEED of Vision in Large Language Model

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.400783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87e92d4d-b6f6-4f10-964f-b2cc6a8b8dc5 · outbound

This paper cites SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation SEED-X: Multimodal Models with Unified Multi-granularity Comprehension and Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.404563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41cebeb9-5d63-430c-84b5-b74639d706b1 · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.408452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5d4fa9a-ea1c-4134-b04e-e341883947dc · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation LoRA: Low-Rank Adaptation of Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.412735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd4229fd-4453-4b58-a080-5ecbf14b60d3 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.416388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb536cdf-9bad-46fb-8034-28d1f16405b4 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.419684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1866d5b-8498-4f23-b04b-4696f0ee1f06 · outbound

This paper cites MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.423011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f56d059-72f6-40a6-960d-efaa30b300b0 · outbound

This paper cites J.; Gayen, S.; Ben Abacha, A.; and Demner-Fushman, D.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation J.; Gayen, S.; Ben Abacha, A.; and Demner-Fushman, D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:21:31.238568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f14d292-db2b-4aac-a894-638d8378474e · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.223140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b600a6f5-32fa-40d3-9213-f5022d0046a1 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.434644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f6d399-b6f7-4061-9e1e-2720b9022772 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.201069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 256c3db8-d78d-4d64-8c16-c7163df4e1b4 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.442678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15045fda-8411-4c0a-89de-ffb1e55053dc · outbound

This paper cites TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.446440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad367f49-fb6c-4944-b262-cf7e7229712f · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.176974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e773658c-3710-4996-9cd0-ffd41c0fdb40 · outbound

This paper cites Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.454426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33513ae0-1d49-4df1-accc-00e0d94208ba · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.164300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d1363198-94c9-4499-82ee-60953313826d · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.150520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 221347bb-a604-423a-bf13-af6b7cfae07f · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.138823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4ae5c38a-6578-4d2c-8537-64ea1a32ddd1 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.126918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0f8550de-6f56-4ea7-8594-699b4a093594 · outbound

This paper cites VMamba: Visual State Space Model.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation VMamba: Visual State Space Model

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.474206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c710272d-7a25-4364-8fa7-b0c671099975 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.114296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a0a9b13d-8716-4714-bd51-61cc15799873 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.103782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0fd19150-0baf-43aa-b405-72400cd1f41b · outbound

This paper cites MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.486841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6d86ea4-3478-44f5-9d9d-ce7ef778a3f0 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.092418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f32ed0b2-9a44-4aed-afcc-444420cfb786 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.081148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d9f0350d-edfc-45a9-8725-65bf587cb1cf · outbound

This paper cites P.; and Rajpurkar, P.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation P.; and Rajpurkar, P

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:21:31.068432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c770895f-57a0-49b1-ad20-726845d0b652 · outbound

This paper cites VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.502009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b6d4ca-83ab-46fa-a1cd-ec8191f76e56 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.505464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e58a19f5-ef6e-4519-8d89-47b155f1b43e · outbound

This paper cites Auto-Encoding Morph-Tokens for Multimodal LLM.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Auto-Encoding Morph-Tokens for Multimodal LLM

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.509148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29f6e6d8-f2b4-4a16-8d14-ce9f44c9001f · outbound

This paper cites W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation W.; Hallacy, C.; Ramesh, A.; Goh, G.; Agarwal, S.; Sastry, G.; Askell, A.; Mishkin, P.; Clark, J.; et al

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.512717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d68a969f-4824-47f9-b42e-f8d39a021005 · outbound

This paper cites S.; Wei, J.; Chung, H.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation S.; Wei, J.; Chung, H

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:21:31.035641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0b41489d-f050-4089-8a94-2e7600f8824c · outbound

This paper cites Chameleon: Mixed-Modal Early-Fusion Foundation Models.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Chameleon: Mixed-Modal Early-Fusion Foundation Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.520915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21b59699-d2d8-4875-b5ba-a5ab3d5952ff · outbound

This paper cites XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.524714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a7030f-c471-406a-b066-ad3910b38601 · outbound

This paper cites J.; Langendijk, J.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation J.; Langendijk, J

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T20:21:31.014229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 42485e5a-cc37-40ad-a143-19b968230c90 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-07T20:21:31.000817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1fc4e34a-4577-42c7-bb40-643b33d5cde7 · outbound

This paper cites MetaMorph: Multimodal Understanding and Generation via Instruction Tuning.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation MetaMorph: Multimodal Understanding and Generation via Instruction Tuning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.534800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9fc2f21-abb7-4426-b851-b37c531d4dc4 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.538223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d7a9b4-6306-4016-aeac-651bd8c09a46 · outbound

This paper cites A Multiscale Visualization of Attention in the Transformer Model.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation A Multiscale Visualization of Attention in the Transformer Model

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.541577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1ce66cd-6b05-48a2-b882-70ad1e48bac5 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Emu3: Next-Token Prediction is All You Need

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.545152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 854db43f-424c-431f-950b-1d22774d197a · outbound

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

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.548871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68aa6d0c-2d0c-48b2-830c-85192f02e632 · outbound

This paper cites Soft Masked Mamba Diffusion Model for CT to MRI Conversion.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Soft Masked Mamba Diffusion Model for CT to MRI Conversion

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.552814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e638dabe-03c0-4274-85b4-b5ac8f3ba33c · outbound

This paper cites Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.556793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02be9b8b-2e7d-40e8-9c38-3db5ebe977c9 · outbound

This paper cites NExT-GPT: Any-to-Any Multimodal LLM.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation NExT-GPT: Any-to-Any Multimodal LLM

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.561275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4467cad7-7f42-466b-9b39-75816fab79d0 · outbound

This paper cites Show-o: One Single Transformer to Unify Multimodal Understanding and Generation.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Show-o: One Single Transformer to Unify Multimodal Understanding and Generation

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.565783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a49e399f-658f-4bd3-b4e0-d71d51eb8de4 · outbound

This paper cites Yi: Open Foundation Models by 01.AI.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Yi: Open Foundation Models by 01.AI

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.569795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26b2eacf-a4e8-4fec-be29-7780b1f48c46 · outbound

This paper cites A Survey of Large Language Models in Medicine: Progress, Application, and Challenge.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.573969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2ff3b74-af73-418e-a796-91ab1c606d32 · outbound

This paper cites an unresolved cited work.

HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T20:21:30.578136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 56aafb93-0a05-4117-aa2b-b8717cd5045b · inbound

ClinKD: Cross-Modal Clinical Knowledge Distiller For Multi-Task Medical Images cites this paper.

ClinKD: Cross-Modal Clinical Knowledge Distiller For Multi-Task Medical Images HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T17:26:28.812115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25f58b64-0fab-469f-a273-90ff757e11e7 · inbound

DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? cites this paper.

DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis? HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:08.297921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e5b787d-1eff-499d-91ff-43f9b5bd9487 · inbound

HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding cites this paper.

HeartcareGPT: A Unified Multimodal ECG Suite for Dual Signal-Image Modeling and Understanding HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:47:15.119827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e166a05-56f3-41e2-9ae0-e9f6c259bd0d · inbound

Collaborative Editable Model cites this paper.

Collaborative Editable Model HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:24:12.937127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd69d292-3edb-4c3a-bc79-a689ea57871e · inbound

Graft: Integrating the Domain Knowledge via Efficient Parameter Synergy for MLLMs cites this paper.

Graft: Integrating the Domain Knowledge via Efficient Parameter Synergy for MLLMs HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T21:32:23.749088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9c9b596-9ec4-47b5-9e37-c9c5376c5af1 · inbound

4KAgent: Agentic Any Image to 4K Super-Resolution cites this paper.

4KAgent: Agentic Any Image to 4K Super-Resolution HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 120

Resolution: unresolved; no resolver link, observed 2026-08-06T18:52:39.065303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9c13238-f6ed-41f2-829c-bc71cabd0063 · inbound

From Bench to Bedside: A DeepSeek-Powered AI System for Automated Chest Radiograph Interpretation in Clinical Practice cites this paper.

From Bench to Bedside: A DeepSeek-Powered AI System for Automated Chest Radiograph Interpretation in Clinical Practice HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:10:19.926933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9778ad4c-c324-4de3-940c-52da2ec5f6dc · inbound

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning cites this paper.

CX-Mind: A Pioneering Multimodal Large Language Model for Interleaved Reasoning in Chest X-ray via Curriculum-Guided Reinforcement Learning HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T11:00:49.866185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acba068c-68ce-4894-ab1c-a049f54c77a5 · inbound

Towards Better Dental AI: A Multimodal Benchmark and Instruction Dataset for Panoramic X-ray Analysis cites this paper.

Towards Better Dental AI: A Multimodal Benchmark and Instruction Dataset for Panoramic X-ray Analysis HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T19:27:40.708059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5ccb342-4a23-4bb1-a3a6-b6b629ad079e · inbound

Epistemic-aware Vision-Language Foundation Model for Fetal Ultrasound Interpretation cites this paper.

Epistemic-aware Vision-Language Foundation Model for Fetal Ultrasound Interpretation HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T09:54:44.122286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5af77546-02b5-4360-bb2d-6999dbacc323 · inbound

Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism cites this paper.

Nirvana: A Specialized Generalist Model With Task-Aware Memory Mechanism HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-18T03:05:48.008038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f1127bc3-fb1d-4150-bdd9-541c4d55d6a7 · inbound

M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding cites this paper.

M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T10:49:58.926067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3008b76-9d85-408f-ab25-25b9baed2a81 · inbound

Do All Individual Layers Help? An Empirical Study of Task-Interfering Layers in Vision-Language Models cites this paper.

Do All Individual Layers Help? An Empirical Study of Task-Interfering Layers in Vision-Language Models HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-21T14:50:15.314239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5153707a-d6e4-4c3c-a4b8-75c63fb23ff2 · inbound

Deep Expert Injection for Anchoring Retinal VLMs with Domain-Specific Knowledge cites this paper.

Deep Expert Injection for Anchoring Retinal VLMs with Domain-Specific Knowledge HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T18:40:10.243424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 906931da-01c5-4c19-ad22-8ddc7fec5f04 · inbound

Clinical Cognition Alignment for Gastrointestinal Diagnosis with Multimodal LLMs cites this paper.

Clinical Cognition Alignment for Gastrointestinal Diagnosis with Multimodal LLMs HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T06:39:49.009718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97e7d766-5269-4242-904b-2d49fc54cf0b · inbound

Clinical Cognition Alignment for Gastrointestinal Diagnosis with Multimodal LLMs cites this paper.

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T21:18:28.868375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9081e72-f052-4548-a14a-453e47f49d1a · inbound

ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics cites this paper.

ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-13T14:28:05.261852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eed8dec-1173-40d3-900c-4bf399359195 · inbound

ScatterPrism: convergence for generative simulation and inverse problems in particle and nuclear physics cites this paper.

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-15T11:44:19.622453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 243a85ac-3665-402c-8908-4ccdea2933eb · inbound

MMRareBench: A Rare-Disease Multimodal and Multi-Image Medical Benchmark cites this paper.

MMRareBench: A Rare-Disease Multimodal and Multi-Image Medical Benchmark HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:21:01.281396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 011d81a2-0ae3-48bb-b8ff-1e0460fc96d9 · inbound

MMRareBench: A Rare-Disease Multimodal and Multi-Image Medical Benchmark cites this paper.

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T21:17:58.560726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 02ee665d-b4a4-4887-889d-1556c43c4fef · inbound

LMMs Meet Object-Centric Vision: Understanding, Segmentation, Editing and Generation cites this paper.

LMMs Meet Object-Centric Vision: Understanding, Segmentation, Editing and Generation HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 93

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:11:05.095715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e7c7aefc-8687-40af-b71e-ef9abec9918e · inbound

MedRCube: A Multidimensional Framework for Fine-Grained and In-Depth Evaluation of MLLMs in Medical Imaging cites this paper.

MedRCube: A Multidimensional Framework for Fine-Grained and In-Depth Evaluation of MLLMs in Medical Imaging HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:50:25.222419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd92e4b4-6d64-459e-b38e-18cb58bf2a4b · inbound

CrossView Suite: Harnessing Cross-view Spatial Intelligence of MLLMs with Dataset, Model and Benchmark cites this paper.

CrossView Suite: Harnessing Cross-view Spatial Intelligence of MLLMs with Dataset, Model and Benchmark HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:38:12.312592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2523926a-82ae-43d3-99e4-42d56581c090 · inbound

EgoCoT-Bench: Benchmarking Grounded and Verifiable Operation-Centric Chain of Thought Reasoning for MLLMs cites this paper.

EgoCoT-Bench: Benchmarking Grounded and Verifiable Operation-Centric Chain of Thought Reasoning for MLLMs HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:53:22.286871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7a08dbf5-1774-4390-bcd7-83c4ca33ccf1 · inbound

Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis cites this paper.

Regulating Anatomy-Aware Rewards via Trajectory-Integral Feedback for Volumetric Computed Tomography Analysis HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 42

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T08:09:51.820084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 81c6a7cc-d3bf-4bd3-8fba-5415e8ea5aa2 · inbound

Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement cites this paper.

Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:14:40.526168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 950dbb3e-8a4d-4daa-8086-29a1b98a9cee · inbound

Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement cites this paper.

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:04:56.677242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63bc9023-2851-4cfe-81be-76f481bf68ee · inbound

InstructSAM: Segment Any Instance with Any Instructions cites this paper.

InstructSAM: Segment Any Instance with Any Instructions HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:44:02.021583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 58381860-7c6d-47fa-9ff0-5d1415bfee72 · inbound

OralAgent: Integrating Reasoning, Tools, and Knowledge for Interactive Dental Image Analysis cites this paper.

OralAgent: Integrating Reasoning, Tools, and Knowledge for Interactive Dental Image Analysis HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 55

Resolution: unresolved; no resolver link, observed 2026-07-13T00:11:26.451809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6e8b494-0a60-4217-8c5b-1141f14a1cb7 · inbound

VisualThink-VLA: Visual Intermediate Reasoning for Effective and Low-Latency Vision-Language-Action Policies cites this paper.

VisualThink-VLA: Visual Intermediate Reasoning for Effective and Low-Latency Vision-Language-Action Policies HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:13:14.662910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation df84383d-5315-4306-a2b5-0ec9a2d0af6b · 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 HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 78

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:47:59.454599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation acf99726-1d12-4da4-910a-9752a05baf0c · inbound

E-MRL: Cross-view Aligned Evidence-driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis cites this paper.

E-MRL: Cross-view Aligned Evidence-driven Multimodal Reinforcement Learning for Reliable 3D Tumor Analysis HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T12:49:52.189470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c7fca1f6-eae8-4504-8f40-1c40a914fee2 · inbound

APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms cites this paper.

APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 143

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:14:26.297422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation df7fa327-c9fd-4575-a1f7-a8cf15706b31 · inbound

APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms cites this paper.

Reference 168

Resolution: verified exact; arxiv_id, observed 2026-07-01T06:45:29.994144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b20bb742-88ee-4d83-b644-8fce354bc2f7 · inbound

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy cites this paper.

The Path to Self-Evolving Clinical Systems: Scaling Medical Agents from Assistance to Autonomy HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 141

Resolution: unresolved; no resolver link, observed 2026-07-14T06:30:16.612345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d24e24fd-a321-4c65-8f57-96f4bde4e4a1 · inbound

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

Can Multimodal Large Language Models Understand OCT? HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T20:30:22.777147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ea17f7d-1c56-4131-bc2a-5e0ee45de35a · inbound

PathScale-R1: Cross-scale Reasoning for Pathological Image Analysis cites this paper.

PathScale-R1: Cross-scale Reasoning for Pathological Image Analysis HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-30T12:15:47.450859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a7c62c7-d235-4cac-aa6d-b5a4b9193e54 · inbound

Rad-JEPA 3D: Radiology Joint-Embedding Predictive Model for 3D Computed Tomography cites this paper.

Rad-JEPA 3D: Radiology Joint-Embedding Predictive Model for 3D Computed Tomography HealthGPT: A Medical Large Vision-Language Model for Unifying Comprehension and Generation via Heterogeneous Knowledge Adaptation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T00:38:26.226015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.