Paper Citation Record · LEDGER

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology

As of 19 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2504.16732.

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

pith.paper-citation-record.v1
2504.16732 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:59:32.077461Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

15 of 15 outbound references displayed

verified exact0
verified fuzzy11
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf31996d-af65-4fb7-a301-b76e512b5a7f · outbound

This paper cites IEEE Transactions on Consumer Electronics (June 2024) 8 A.

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology IEEE Transactions on Consumer Electronics (June 2024) 8 A

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.344217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ca2ff8d5-5197-481e-a0b1-c2f08dd6c94a · outbound

This paper cites IEEE Consumer Electronics Magazine (January 2025).

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology IEEE Consumer Electronics Magazine (January 2025)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.328741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation af569186-44a8-40c6-a060-818d368a227e · outbound

This paper cites Internet of Things p.

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology Internet of Things p

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.310925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b898db6a-665a-4ed1-8d14-09b1226ee5ff · outbound

This paper cites In: 2024 IEEE International Conference on Data Mining Work- shops (ICDMW).

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology In: 2024 IEEE International Conference on Data Mining Work- shops (ICDMW)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.297188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 05d90b97-231a-48da-b5e9-07dae6c2316a · outbound

This paper cites Archives of Computational Methods in Engineering pp.

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology Archives of Computational Methods in Engineering pp

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.282483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e1e4d154-adc2-4bd8-84b7-b6b03cacdb9f · outbound

This paper cites Model Merging by Uncertainty-Based Gradient Matching.

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology Model Merging by Uncertainty-Based Gradient Matching

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:32.030986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a245f01-ae6f-45df-a0c8-843546be1831 · outbound

This paper cites IEEE Transactions on Medical Imaging 42(7), 2118–2129 (2022).

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology IEEE Transactions on Medical Imaging 42(7), 2118–2129 (2022)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.266091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a79aa90c-98cf-42bf-b0ae-d66831d5790b · outbound

This paper cites Information Fusion 74, 50–64 (October 2021).

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology Information Fusion 74, 50–64 (October 2021)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.247458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 49d6fb76-4b27-4c80-a6df-69f098f6df4c · outbound

This paper cites Communication-Efficient Learning of Deep Networks from Decentralized Data.

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology Communication-Efficient Learning of Deep Networks from Decentralized Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:32.046926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca8b830-c1dc-42f1-ac72-d94a5ba86f78 · outbound

This paper cites Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data.

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:32.052025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61019db0-05f7-4ab1-97ab-6a2ce892b167 · outbound

This paper cites In: 2024 IEEE International Conference on Data Mining Workshops (ICDMW).

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology In: 2024 IEEE International Conference on Data Mining Workshops (ICDMW)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.231054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 83fd3c43-6594-4a02-8dd2-df3d6c5a476b · outbound

This paper cites In: 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE).

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology In: 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.215106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 65201375-d175-4a14-9b23-67d09c337391 · outbound

This paper cites Nature medicine 28(6), 1232–1239 (2022).

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology Nature medicine 28(6), 1232–1239 (2022)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.199023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 575e4661-9a8f-49a0-b143-81e8c7d20ece · outbound

This paper cites An Empirical Study of Multimodal Model Merging.

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology An Empirical Study of Multimodal Model Merging

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:59:32.072159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41f370ba-18be-426e-b219-c75e0d602118 · outbound

This paper cites Nature 594(7862), 265–270 (2021).

Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology Nature 594(7862), 265–270 (2021)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:59:32.181422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.