Paper Citation Record · LEDGER

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets

As of 10 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2502.00196.

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

pith.paper-citation-record.v1
2502.00196 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T19:54:00.846318Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

verified exact0
verified fuzzy13
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 47ba3840-7375-43de-92e5-bb4e75316526 · outbound

This paper cites Instruction Tuning with GPT-4.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Instruction Tuning with GPT-4

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T19:54:00.784015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57f82cd-6285-4142-9194-861a18f67a70 · outbound

This paper cites Visual instruction tuning.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Visual instruction tuning

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:01.047429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 037ad651-04f0-4286-bf67-3db7181efdbf · outbound

This paper cites Improved baselines with visual instruction tuning.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Improved baselines with visual instruction tuning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T19:54:00.792807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c6ded7a-e890-4608-832b-76cbfad9a698 · outbound

This paper cites Pmc-llama: toward building open-source language models for medicine.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Pmc-llama: toward building open-source language models for medicine

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:01.030754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f2885a3c-dc46-4d74-9207-5285332c580c · outbound

This paper cites MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T19:54:00.800970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1721a2ac-95e3-45b6-ba6b-3faa32b1ff30 · outbound

This paper cites Visual med-alpaca: A parameter-efficient biomedical llm with visual capabilities, 2023.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Visual med-alpaca: A parameter-efficient biomedical llm with visual capabilities, 2023

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:01.019832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a0578556-a073-46ce-97fc-c395c52f11c3 · outbound

This paper cites Llava-med: Training a large language-and-vision assistant for biomedicine in one day.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Llava-med: Training a large language-and-vision assistant for biomedicine in one day

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:01.009511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 6cd85c79-e632-44e8-9a2b-b4cf0588c4c1 · outbound

This paper cites Hashimoto.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Hashimoto

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:00.998730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c09816d0-801f-4fdc-88a1-17457c913bcf · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:00.988142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 65e01556-67a5-49d2-ae2a-774a26dc8a19 · outbound

This paper cites Created in biorender.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Created in biorender

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:00.977745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a6572d46-b80a-48e8-965e-87eb068d9de9 · outbound

This paper cites Derm12345: A large, multisource dermatoscopic skin lesion dataset with 40 subclasses.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Derm12345: A large, multisource dermatoscopic skin lesion dataset with 40 subclasses

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:00.967065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e9dac962-9565-4cb8-815c-5f8e989334a0 · outbound

This paper cites Bcn20000: Dermoscopic lesions in the wild.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Bcn20000: Dermoscopic lesions in the wild

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:00.956338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f3ab1981-cb96-4cac-95ee-e79f34ddfb86 · outbound

This paper cites Pad-ufes-20: A skin lesion dataset composed of patient data and clinical images collected from smartphones.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Pad-ufes-20: A skin lesion dataset composed of patient data and clinical images collected from smartphones

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:00.946158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 43d1ba01-85b4-4781-9791-e854bd7c45c8 · outbound

This paper cites Crowdsourcing Dermatology Images with Google Search Ads: Creating a Real-World Skin Condition Dataset.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Crowdsourcing Dermatology Images with Google Search Ads: Creating a Real-World Skin Condition Dataset

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T19:54:00.832655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f3667df-dd91-4a65-b858-dfb3c1624877 · outbound

This paper cites A dataset of skin lesion images collected in argentina for the evaluation of ai tools in this population.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets A dataset of skin lesion images collected in argentina for the evaluation of ai tools in this population

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:00.935527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7df083d7-9a9f-4a8a-8ba0-c3712584a0e4 · outbound

This paper cites Exploring the role of large language models in melanoma: A systematic review.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets Exploring the role of large language models in melanoma: A systematic review

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:00.924936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8acdd179-f33d-401a-aa23-e6997d01566b · outbound

This paper cites MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T19:54:00.842933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e02b7fc-743c-4353-8e9c-a02a1c229572 · outbound

This paper cites What is this image.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets What is this image

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T19:54:00.914011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.