Paper Citation Record · LEDGER

Issues arising from benchmarking single-cell RNA sequencing imputation methods

As of 16 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 1 inbound Pith citation observation for arXiv:1908.07084.

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

pith.paper-citation-record.v1
1908.07084 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:31:54.290474Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:52:13.266219Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-14T04:52:13.358070Z

Reference resolution

9 of 9 outbound references displayed

verified exact0
verified fuzzy9
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61707ac9-4c5a-40e7-94c2-b8abd4f01d49 · outbound

This paper cites Saver: gene expression recovery for single-cell rna sequencing.

Issues arising from benchmarking single-cell RNA sequencing imputation methods Saver: gene expression recovery for single-cell rna sequencing

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:54.534044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 61906e35-28ac-4ab2-ad20-d41c8e8edc82 · outbound

This paper cites Zifa: Dimensionality reduction for zero-inﬂated single-cell gene expression analysis.

Issues arising from benchmarking single-cell RNA sequencing imputation methods Zifa: Dimensionality reduction for zero-inﬂated single-cell gene expression analysis

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:54.510574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2a07601f-7d01-44af-9615-7e31e7386716 · outbound

This paper cites An accurate and robust imputation method scimpute for single-cell rna-seq data.

Issues arising from benchmarking single-cell RNA sequencing imputation methods An accurate and robust imputation method scimpute for single-cell rna-seq data

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:54.491568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cf2baf67-622c-4512-bab5-75252267dc58 · outbound

This paper cites Recovering gene interactions from single-cell data using data diffusion.

Issues arising from benchmarking single-cell RNA sequencing imputation methods Recovering gene interactions from single-cell data using data diffusion

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:54.467951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 14b7d09e-de84-4563-8de4-7cd8a067a6eb · outbound

This paper cites Cell types in the mouse cortex and hippocampus revealed by single-cell rna-seq.

Issues arising from benchmarking single-cell RNA sequencing imputation methods Cell types in the mouse cortex and hippocampus revealed by single-cell rna-seq

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:54.443734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1a3f40d6-b3ea-4fe1-8514-e38cc7ecdd9b · outbound

This paper cites Spatial reconstruction of single-cell gene expression data.

Issues arising from benchmarking single-cell RNA sequencing imputation methods Spatial reconstruction of single-cell gene expression data

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:54.416439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d2cb2242-0bb0-48e9-8fa3-cf93d554082e · outbound

This paper cites Comparing partitions.

Issues arising from benchmarking single-cell RNA sequencing imputation methods Comparing partitions

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:54.394185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3b4898c9-b663-43bb-a63c-858fc12fca1c · outbound

This paper cites A study of the comparability of external criteria for hierarchical cluster analysis.

Issues arising from benchmarking single-cell RNA sequencing imputation methods A study of the comparability of external criteria for hierarchical cluster analysis

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:54.365537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 72be1d0b-372c-4f4f-8dee-1e8ca61d3517 · outbound

This paper cites Data Mining: Practical machine learning tools and techniques.

Issues arising from benchmarking single-cell RNA sequencing imputation methods Data Mining: Practical machine learning tools and techniques

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:31:54.343365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

Observation 6cb9ea1a-b31b-44c7-a019-4d4edda545e2 · inbound

Reply to "Issues arising from benchmarking single-cell RNA sequencing imputation methods" cites this paper.

Reply to "Issues arising from benchmarking single-cell RNA sequencing imputation methods" Issues arising from benchmarking single-cell RNA sequencing imputation methods

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-14T04:52:13.365153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.