Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T19:54:00.846318Z
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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.