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Paper Citation Record · LEDGER

PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2401.02797.

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

pith.paper-citation-record.v1
2401.02797 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:08:28.965099Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

11
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 868a8b7a-3584-45a6-9cac-c12faeedf4c6 · inbound

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection cites this paper.

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-23T20:13:24.825358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-23T20:10:59.264484Z digest=sha256:a560cc637b76b565d8924ad4af0b49988ae3df5a435d972eefff8aab0b62c76a

Observation 533f03c9-e602-45d4-b08d-ba5798b4e695 · inbound

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering cites this paper.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.965099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.965099Z digest=sha256:236555975c072aca566e48e75b8cd96394f87c255c701de67ebfe2d5f98030b4

Observation af359957-d2aa-45cc-be68-3ad557b436f3 · 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 PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T23:11:45.618607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:11:45.618607Z digest=sha256:e39cfa0c78f3e8679608c2b446820488a408a54b98df51364693ee23575896fa

Observation 69e8da40-8ffa-4c59-b5b9-efe5f1ee94ef · inbound

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models cites this paper.

Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T18:06:24.509337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T18:06:24.509337Z digest=sha256:85144b04aff3ac73101ea32a4e9066468572f5e8351c6422fae217da7643aa2c

Observation f34bb956-f8a1-41d3-90da-e2593ba13d48 · inbound

Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation cites this paper.

Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:51:06.786839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-08T13:48:17.815440Z digest=sha256:e6a7013a628405f6c3a3c1a6d9c15c1fbfe849e8ed0fc90f7cbfc781685d65c0

Observation bd3b911f-c980-4809-9b2e-fe86e4a784f8 · inbound

Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation cites this paper.

Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:00:54.895510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-11T02:03:15.389641Z digest=sha256:de338a70ffd633ab0a3b1872631400f25f8b5980f8c1bf0eb527fa29a2c35c82

Observation 9f84aa8c-eee1-4207-9386-223726dae523 · inbound

EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound cites this paper.

EchoVQA: Enabling Conversational Assistance for Point-of-Care Cardiac Ultrasound PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T15:34:47.557308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-30T15:28:08.960088Z digest=sha256:542f63d0516eb12e0feb3c574376a437c294555be0ce069e2a93cd45592001d0

Observation ef06f619-b4b4-4839-9a24-d13c0ce1d953 · inbound

Noise-Aware Visual Representation Learning for Medical Visual Question Answering cites this paper.

Noise-Aware Visual Representation Learning for Medical Visual Question Answering PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-02T11:36:55.436365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-28T03:11:58.737546Z digest=sha256:3da70285e7713a332e6240b84b07723c3959390cac00950af3a606b64891bbc3