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Paper Citation Record · LEDGER

AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias

As of 24 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2407.19655.

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

pith.paper-citation-record.v1
2407.19655 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:20:33.640512Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T13:34:40.348847Z

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 c6db1e4f-04e2-4237-8484-dc555ac1cae1 · inbound

A Question Bank to Assess AI Inclusivity: Mapping out the Journey from Diversity Errors to Inclusion Excellence cites this paper.

A Question Bank to Assess AI Inclusivity: Mapping out the Journey from Diversity Errors to Inclusion Excellence AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T23:20:33.640512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:33.640512Z digest=sha256:632b074fd278302c18664e0406610bcbec2332a1d8e3e0fdcb7b3477fa4fd709

Observation e817c081-544d-4d12-a7f7-92a281b07cb2 · inbound

HiMed: Incentivizing Hindi Reasoning in Medical LLMs cites this paper.

HiMed: Incentivizing Hindi Reasoning in Medical LLMs AI-Driven Healthcare: A Review on Ensuring Fairness and Mitigating Bias

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-06-30T13:34:40.350381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-06-30T13:29:57.337275Z digest=sha256:27f5728c1089498000a6057b6b1ef19418a46cf2d8f5d16821748c32b8be499a