Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Multimodal Federated Learning in Healthcare: a Review
As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2310.09650.
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 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T19:41:27.340883Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-11T00:57:41.863848Z
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 ade6e969-9222-42c6-aba6-a508c099d0c1 · inbound
ClusMFL: A Cluster-Enhanced Framework for Modality-Incomplete Multimodal Federated Learning in Brain Imaging Analysis cites this paper.
ClusMFL: A Cluster-Enhanced Framework for Modality-Incomplete Multimodal Federated Learning in Brain Imaging Analysis Multimodal Federated Learning in Healthcare: a Review
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T19:41:27.340883Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e75c1c17-b79e-4977-b832-a12ab9107a46 · inbound
Multimodal Federated Learning With Missing Modalities through Feature Imputation Network cites this paper.
Multimodal Federated Learning With Missing Modalities through Feature Imputation Network Multimodal Federated Learning in Healthcare: a Review
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:01:08.724849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6b26f92-1fa4-476c-9aac-d4cd57882e0a · inbound
Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms cites this paper.
Multimodal Federated Learning: A Survey through the Lens of Different FL Paradigms Multimodal Federated Learning in Healthcare: a Review
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:28:15.197635Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40ec1393-d139-40ba-8730-3b5f6dca4181 · inbound
Federated Foundation Model for GI Endoscopy Images cites this paper.
Federated Foundation Model for GI Endoscopy Images Multimodal Federated Learning in Healthcare: a Review
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:39:18.745205Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb38fd12-487a-4e46-aecd-d7c5d31ef031 · inbound
ProMoE-FL: Prototype-conditioned Mixture of Experts for Multimodal Federated Learning with Missing Modalities cites this paper.
ProMoE-FL: Prototype-conditioned Mixture of Experts for Multimodal Federated Learning with Missing Modalities Multimodal Federated Learning in Healthcare: a Review
Reference 31
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-11T00:57:41.888126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.