Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T15:09:19.067004Z
Paper Citation Record · LEDGER
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models
As of 22 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2508.20345.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
27 of 27 outbound references displayed
- verified exact1
- verified fuzzy21
- unresolved5
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8e10945d-c994-4465-95aa-44abfd949910 · outbound
This paper cites Biogpt: generative pre-trained transformer for biomedical text generation and mining,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Biogpt: generative pre-trained transformer for biomedical text generation and mining,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:20.350295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e3e3ac75-b9d8-45bd-b950-8994d508b0df · outbound
This paper cites MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:09:18.778484Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd4f490c-3545-4995-b67c-cc297d56136e · outbound
This paper cites HealthBench: Evaluating Large Language Models Towards Improved Human Health.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models HealthBench: Evaluating Large Language Models Towards Improved Human Health
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:09:18.789015Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9dbd74d1-3fc1-466e-be55-b9df45c2877e · outbound
This paper cites Multimodal image–text matching improves retrieval-based chest x-ray report generation,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Multimodal image–text matching improves retrieval-based chest x-ray report generation,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:20.291071Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6ec02cd6-8daf-4e16-bc28-fc0de57f8960 · outbound
This paper cites A visual–omics foundation model to bridge histopathology with spatial transcriptomics,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models A visual–omics foundation model to bridge histopathology with spatial transcriptomics,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:20.248796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e0968377-3f14-4392-86df-f632a1ae5b66 · outbound
This paper cites Multi-modal vision pre-training for medical image analysis,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Multi-modal vision pre-training for medical image analysis,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:20.211200Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation da0dcb74-6f19-456c-9e3d-f8d2273688ee · outbound
This paper cites PolyPath: Adapting a Large Multimodal Model for Multi-slide Pathology Report Generation.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models PolyPath: Adapting a Large Multimodal Model for Multi-slide Pathology Report Generation
Reference 7
- Resolution
- verified exact
- local_arxiv, observed 2026-08-05T15:09:19.395866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e80b3234-5566-4fb1-a723-096a49e268d0 · outbound
This paper cites Summary of the hipaa security rule.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Summary of the hipaa security rule
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:20.177216Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 23db0842-d26b-42f9-b16b-099726cdb75a · outbound
This paper cites Model inversion attacks that exploit confidence informa- tion and basic countermeasures,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Model inversion attacks that exploit confidence informa- tion and basic countermeasures,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:20.127582Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1d4cc085-bef9-4de9-91c4-14c448029559 · outbound
This paper cites A guide to deep learning in healthcare,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models A guide to deep learning in healthcare,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:20.073254Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 79765db9-271a-4ee6-80ee-f93b774a3528 · outbound
This paper cites High-performance medicine: the convergence of human and artificial intelligence,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models High-performance medicine: the convergence of human and artificial intelligence,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:20.039241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation af340a09-fa86-422d-8483-32c9c2629b8e · outbound
This paper cites Vision–language models for medical report generation and visual question answering: A review,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Vision–language models for medical report generation and visual question answering: A review,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:20.004964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 72cdc6ae-955e-4863-9829-c8a42a226633 · outbound
This paper cites Deploying ai in clinical settings,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Deploying ai in clinical settings,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.933827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a09e53ca-ca0e-45b9-b6d0-d01388d29448 · outbound
This paper cites On the opportunities and risks of foundation models for natural language processing in radiology,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models On the opportunities and risks of foundation models for natural language processing in radiology,
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.888398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cc24d59b-9c42-4393-acde-906458969b85 · outbound
This paper cites Learning transferable visual models from natural language supervision,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Learning transferable visual models from natural language supervision,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.857580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a0ddddb7-d939-4d06-92f1-681d4e116d7a · outbound
This paper cites A visual–language foundation model for pathology image analysis using medical twitter,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models A visual–language foundation model for pathology image analysis using medical twitter,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.825419Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation eeb97ba4-8e6a-4810-b5b6-f0f3acdd13f3 · outbound
This paper cites A visual–language foundation model for computational pathology,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models A visual–language foundation model for computational pathology,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.793258Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e7f1a4a1-d688-4170-9df0-bd01cf624227 · outbound
This paper cites PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:09:18.968402Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df451110-263a-4c01-b4b4-35e5a5b63634 · outbound
This paper cites Prism2: Unlocking multi-modal general pathology ai with clinical dialogue,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Prism2: Unlocking multi-modal general pathology ai with clinical dialogue,
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:09:18.977753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47e02798-0163-43a3-b2c1-d7ebc4c516ee · outbound
This paper cites MedGemma Technical Report.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models MedGemma Technical Report
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:09:18.988073Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 70da7d7d-597e-4dff-a8a9-18e5194b4304 · outbound
This paper cites Qwen2-vl-7b-instruct.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Qwen2-vl-7b-instruct
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.756823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 91c7fde7-45d1-4258-b6ae-2e8c015ce245 · outbound
This paper cites Qwen2.5-vl-7b-instruct.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Qwen2.5-vl-7b-instruct
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.710758Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 120e93fd-8612-46a8-b802-f4f11ba64a0d · outbound
This paper cites Visual instruction tuning,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Visual instruction tuning,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.668951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 11746af8-12d2-49fa-80e9-7b78cdfd888e · outbound
This paper cites Pathologyoutlines: Colon pathology question bank.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Pathologyoutlines: Colon pathology question bank
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.633958Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 08cda85f-6b57-418b-bb49-6857acf743c1 · outbound
This paper cites Arkanalabs: Renal pathology question bank.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Arkanalabs: Renal pathology question bank
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.603086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 925c2226-bd54-4019-abec-ab0daf2e12a1 · outbound
This paper cites Ajkd atlas of renal pathology: Thrombotic microangiopathy,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Ajkd atlas of renal pathology: Thrombotic microangiopathy,
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.556093Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fb2d11e9-191d-4ef1-b28e-e8f8b3d337ab · outbound
This paper cites Design, dissemination, and assessment of nephsim: A mobile-optimized nephrology teaching tool,.
MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models Design, dissemination, and assessment of nephsim: A mobile-optimized nephrology teaching tool,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T15:09:19.511858Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.