Paper Citation Record · LEDGER

Advancing Multimodal Medical Capabilities of Gemini

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2405.03162.

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

pith.paper-citation-record.v1
2405.03162 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T14:58:45.699956Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T22:15:39.414354Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 263dd47b-8775-4d0e-bf4a-817d46274720 · inbound

M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation cites this paper.

M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation Advancing Multimodal Medical Capabilities of Gemini

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-23T22:05:50.447873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 574708e9-e1be-43fa-b5f7-9f5c379bc168 · inbound

PaliGemma 2: A Family of Versatile VLMs for Transfer cites this paper.

PaliGemma 2: A Family of Versatile VLMs for Transfer Advancing Multimodal Medical Capabilities of Gemini

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:15:07.664962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6b6c7294-3278-4557-8b5b-4c898a30671f · inbound

ACE-$M^3$: Automatic Capability Evaluator for Multimodal Medical Models cites this paper.

ACE-$M^3$: Automatic Capability Evaluator for Multimodal Medical Models Advancing Multimodal Medical Capabilities of Gemini

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T14:58:45.699956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c87cb97-29e8-4323-9215-1ddd2146cf0b · inbound

Towards Fair Medical AI: Adversarial Debiasing of 3D CT Foundation Embeddings cites this paper.

Towards Fair Medical AI: Adversarial Debiasing of 3D CT Foundation Embeddings Advancing Multimodal Medical Capabilities of Gemini

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T04:27:03.968027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b92499e4-13cb-4878-a1a7-b791ab7bd523 · inbound

Chest X-ray Foundation Model with Global and Local Representations Integration cites this paper.

Chest X-ray Foundation Model with Global and Local Representations Integration Advancing Multimodal Medical Capabilities of Gemini

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-08T20:10:52.348577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

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

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T22:13:30.640532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be176906-da5a-4a80-bc53-2708bb7c73ee · inbound

Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation: A Comparative Study cites this paper.

Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation: A Comparative Study Advancing Multimodal Medical Capabilities of Gemini

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:57:22.833156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5364df11-7f8c-40af-af4e-629f1883afaf · inbound

RA-RRG: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase Extraction cites this paper.

RA-RRG: Multimodal Retrieval-Augmented Radiology Report Generation with Key Phrase Extraction Advancing Multimodal Medical Capabilities of Gemini

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:12:08.630377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 10334b5d-af21-4006-8e38-1a3f6db636f3 · inbound

Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question Answering cites this paper.

Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question Answering Advancing Multimodal Medical Capabilities of Gemini

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:31.498560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a13d7c5-4035-4c2d-8507-7c381bcebb12 · inbound

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA cites this paper.

Architecting Clinical Collaboration: Multi-Agent Reasoning Systems for Multimodal Medical VQA Advancing Multimodal Medical Capabilities of Gemini

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:29:01.364222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0144405-aff5-4a8f-844e-8978ef6f8285 · inbound

From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research cites this paper.

From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research Advancing Multimodal Medical Capabilities of Gemini

Reference 166

Resolution: verified exact; arxiv_id, observed 2026-05-19T05:12:05.139261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ee9c7468-ebe0-4070-9761-bdf2cfc31423 · inbound

Insights into a radiology-specialised multimodal large language model with sparse autoencoders cites this paper.

Insights into a radiology-specialised multimodal large language model with sparse autoencoders Advancing Multimodal Medical Capabilities of Gemini

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T16:40:44.716065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4185d3c-b5de-49c8-9e27-4923254fee06 · inbound

MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine cites this paper.

MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine Advancing Multimodal Medical Capabilities of Gemini

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T04:50:45.317935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a2eb2a8-f65b-4fe5-b5b2-304f6f6a5772 · inbound

MedGemma 1.5 Technical Report cites this paper.

MedGemma 1.5 Technical Report Advancing Multimodal Medical Capabilities of Gemini

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:45:49.571582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e0ac1c55-2730-4784-b1da-b08d465e7394 · 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 Advancing Multimodal Medical Capabilities of Gemini

Reference 79

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:50:25.226943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 12591c07-08af-4d3e-831b-b394e08e87ed · inbound

GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI cites this paper.

GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI Advancing Multimodal Medical Capabilities of Gemini

Reference 24

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T14:56:03.920783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a343a952-c5c2-4260-9c79-6ae7f2257d72 · inbound

MedScribe: Clinically Grounded CT Reporting through Agentic Workflows cites this paper.

MedScribe: Clinically Grounded CT Reporting through Agentic Workflows Advancing Multimodal Medical Capabilities of Gemini

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T05:55:31.011309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9f7fd9fb-d324-40af-a3e3-619d754ef33b · inbound

DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents cites this paper.

DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents Advancing Multimodal Medical Capabilities of Gemini

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:41:43.445091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 31b08ed1-bba9-423b-a3e0-86e9a2213f45 · inbound

Mags-RL: Wearing Multimodal LLMs a Magnifying Glass via Agentic Reinforcement Learning For Complex Scene Reasoning cites this paper.

Mags-RL: Wearing Multimodal LLMs a Magnifying Glass via Agentic Reinforcement Learning For Complex Scene Reasoning Advancing Multimodal Medical Capabilities of Gemini

Reference 45

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T13:43:28.986115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ee347bf2-6bda-4ff8-a862-d15935eb550c · inbound

GLINT: Sparsely Gated Vision-Language Alignment for Fine-Grained Radiology Representations cites this paper.

GLINT: Sparsely Gated Vision-Language Alignment for Fine-Grained Radiology Representations Advancing Multimodal Medical Capabilities of Gemini

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:26:26.449583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0c19a5fb-925f-4033-bd04-33038c127c21 · inbound

LLM-Orchestrated Conformance Checking in Stroke Care Without Computer-Interpretable Guidelines cites this paper.

LLM-Orchestrated Conformance Checking in Stroke Care Without Computer-Interpretable Guidelines Advancing Multimodal Medical Capabilities of Gemini

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T01:57:32.142412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f0ba930a-a5b4-47db-84cf-02276ec52d40 · inbound

Fine-tuning a multimodal large language model for clinician-grade autism behavioral scoring from short home videos cites this paper.

Fine-tuning a multimodal large language model for clinician-grade autism behavioral scoring from short home videos Advancing Multimodal Medical Capabilities of Gemini

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-07-01T18:15:58.655945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f1604fd7-6ca0-4815-9d3e-3fbffc4eec72 · inbound

Harrison.Rad 1.5 Technical Report: A radiology foundation model that can draft reports from images, priors and clinical context cites this paper.

Harrison.Rad 1.5 Technical Report: A radiology foundation model that can draft reports from images, priors and clinical context Advancing Multimodal Medical Capabilities of Gemini

Reference 50

Resolution: metadata mismatch; local_arxiv, observed 2026-07-08T22:15:39.415921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3da64b14-2b68-41dc-84da-58ed265569ec · inbound

Comparing the Performance of Foundation Model Derived Embeddings with Traditional Approaches for Distant Metastasis Prediction in Head and Neck Cancer cites this paper.

Comparing the Performance of Foundation Model Derived Embeddings with Traditional Approaches for Distant Metastasis Prediction in Head and Neck Cancer Advancing Multimodal Medical Capabilities of Gemini

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T00:19:11.301739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9113db39-37cd-4cd0-a2b6-279d1ab7f657 · inbound

CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement cites this paper.

CARE-X: Towards Clinically Useful Radiology VLMs with Auxiliary Supervision, Reward-Aligned Learning, and Tool-Augmented Measurement Advancing Multimodal Medical Capabilities of Gemini

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-05T10:23:59.006715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.