Paper Citation Record · LEDGER

The Rise of Small Language Models in Healthcare: A Comprehensive Survey

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2504.17119.

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

pith.paper-citation-record.v1
2504.17119 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:57:57.663368Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T12:04:38.884519Z

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 81fef127-bb18-47ff-a66d-e119e7cafe26 · inbound

Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble cites this paper.

Second Opinion Matters: Towards Adaptive Clinical AI via the Consensus of Expert Model Ensemble The Rise of Small Language Models in Healthcare: A Comprehensive Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:57:57.663368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc5aebd-352c-4847-88ea-cc5bdaabffe0 · inbound

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook cites this paper.

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook The Rise of Small Language Models in Healthcare: A Comprehensive Survey

Reference 116

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T20:28:14.178746Z

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 a12e0768-9d27-441b-968e-46099d900e97 · inbound

Resource-Conscious Modeling for Next- Day Discharge Prediction Using Clinical Notes cites this paper.

Resource-Conscious Modeling for Next- Day Discharge Prediction Using Clinical Notes The Rise of Small Language Models in Healthcare: A Comprehensive Survey

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T19:33:10.304153Z

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 9b090b2a-370a-4a7b-a3e0-56699231da06 · inbound

Wasserstein Equilibrium Decoding for Reliable Medical Visual Question Answering cites this paper.

Wasserstein Equilibrium Decoding for Reliable Medical Visual Question Answering The Rise of Small Language Models in Healthcare: A Comprehensive Survey

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-20T11:48:15.161975Z

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 945f2162-ca02-4c2f-a019-4bd5d2e54259 · inbound

TRACE: A taxonomy-grounded synthetic dataset for teaching-program generation and session interpretation in Applied Behavior Analysis cites this paper.

TRACE: A taxonomy-grounded synthetic dataset for teaching-program generation and session interpretation in Applied Behavior Analysis The Rise of Small Language Models in Healthcare: A Comprehensive Survey

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T12:04:38.886099Z

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 ea28743e-3f35-457c-8710-2ace37020e55 · inbound

In-Context Learning for Wound Classification with Small Multimodal Language Models cites this paper.

In-Context Learning for Wound Classification with Small Multimodal Language Models The Rise of Small Language Models in Healthcare: A Comprehensive Survey

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T14:15:58.666154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.