Paper Citation Record · LEDGER

Evidential Federated Learning for Skin Lesion Image Classification

As of 14 August 2026, this Paper Citation Record lists 21 of 21 outbound references and 1 inbound Pith citation observation for arXiv:2411.10071.

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

pith.paper-citation-record.v1
2411.10071 v1

Coverage vector

measured 21 of 21 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:05:05.728360Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:38:30.129473Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T00:15:52.039361Z

Reference resolution

21 of 21 outbound references displayed

verified exact2
verified fuzzy8
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e66875cc-4c38-44db-90a1-ef9adbd9ab7a · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data.

Evidential Federated Learning for Skin Lesion Image Classification Communication-efficient learning of deep networks from decentralized data

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:05:05.927881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3841b6df-580f-4203-a845-e7c83561d3f8 · outbound

This paper cites Federated optimization in heterogeneous networks.

Evidential Federated Learning for Skin Lesion Image Classification Federated optimization in heterogeneous networks

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:05.665888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7b90ac3-8e66-4dd4-8ff3-88c114985366 · outbound

This paper cites Evidential deep learning to quantify classification uncertainty.

Evidential Federated Learning for Skin Lesion Image Classification Evidential deep learning to quantify classification uncertainty

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:05:05.912990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1699d8c4-58a4-4c93-b5f5-324918eea85b · outbound

This paper cites Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging.

Evidential Federated Learning for Skin Lesion Image Classification Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-12T20:05:05.809017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f6f22a7a-9bb6-406b-a18a-dc26c170e54c · outbound

This paper cites Prefix-Tuning: Optimizing Continuous Prompts for Generation.

Evidential Federated Learning for Skin Lesion Image Classification Prefix-Tuning: Optimizing Continuous Prompts for Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:05.676600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2109d361-5edb-4a22-8ca7-75a6da33a50c · outbound

This paper cites Visual Prompt Based Personalized Federated Learning.

Evidential Federated Learning for Skin Lesion Image Classification Visual Prompt Based Personalized Federated Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:05.680407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3994e08-8eac-49d7-a8b2-32218ddfcde4 · outbound

This paper cites 3D-U-SAM Network For Few-shot Tooth Segmentation in CBCT Images.

Evidential Federated Learning for Skin Lesion Image Classification 3D-U-SAM Network For Few-shot Tooth Segmentation in CBCT Images

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-12T20:05:05.779416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f8b54f63-2068-45b0-a5f5-f47b22705e78 · outbound

This paper cites Inverting gradients-how easy is it to break privacy in federated learning? Advances in Neural Information Processing Systems, 33: 0 16937--16947, 2020.

Evidential Federated Learning for Skin Lesion Image Classification Inverting gradients-how easy is it to break privacy in federated learning? Advances in Neural Information Processing Systems, 33: 0 16937--16947, 2020

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:05.687346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17aab9c7-4d2b-4a88-a27d-bf8ddea4b167 · outbound

This paper cites Deep leakage from gradients.

Evidential Federated Learning for Skin Lesion Image Classification Deep leakage from gradients

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:05.690464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7f9b332-2130-4266-a60f-271893c00dcd · outbound

This paper cites Feder: Federated learning through experience replay and privacy-preserving data synthesis.

Evidential Federated Learning for Skin Lesion Image Classification Feder: Federated learning through experience replay and privacy-preserving data synthesis

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:05:05.890986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 075c4d22-bb1a-4bed-a8d1-eb1e6c55f9c4 · outbound

This paper cites Federated knowledge distillation.

Evidential Federated Learning for Skin Lesion Image Classification Federated knowledge distillation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:05:05.880009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e30636e7-a3ce-4d42-b46e-505d7bddfe88 · outbound

This paper cites Fedproto: Federated prototype learning across heterogeneous clients.

Evidential Federated Learning for Skin Lesion Image Classification Fedproto: Federated prototype learning across heterogeneous clients

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:05:05.870690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9d790472-5734-46d1-9af7-cb6c71dcc069 · outbound

This paper cites Evaluation of uncertainty quantification in deep learning.

Evidential Federated Learning for Skin Lesion Image Classification Evaluation of uncertainty quantification in deep learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:05.703770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c520719f-893b-4231-8bdf-a6b20fc38f8b · outbound

This paper cites Evidential deep learning to quantify classification uncertainty.

Evidential Federated Learning for Skin Lesion Image Classification Evidential deep learning to quantify classification uncertainty

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:05:05.855441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 80cf2a3a-827e-437f-9ae5-3da03bc78516 · outbound

This paper cites Quantifying Attention Flow in Transformers.

Evidential Federated Learning for Skin Lesion Image Classification Quantifying Attention Flow in Transformers

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:05.710182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 503298b5-aa8d-4ecc-a075-54dcc81be353 · outbound

This paper cites an unresolved cited work.

Evidential Federated Learning for Skin Lesion Image Classification Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:05.713363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation debdd611-037d-4f0c-8b91-77e13a76a5e2 · outbound

This paper cites an unresolved cited work.

Evidential Federated Learning for Skin Lesion Image Classification Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:05:05.845277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 543157bd-3400-4e62-ba61-785455ab5b3d · outbound

This paper cites an unresolved cited work.

Evidential Federated Learning for Skin Lesion Image Classification Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:05:05.836689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 44a8b2f4-af39-444e-b085-050873ac1b3e · outbound

This paper cites The ham10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions.

Evidential Federated Learning for Skin Lesion Image Classification The ham10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:05:05.827670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 27f35f7e-58e9-4138-8461-14aaac3f6fe3 · outbound

This paper cites Uncertainty characteristics of subjective opinions.

Evidential Federated Learning for Skin Lesion Image Classification Uncertainty characteristics of subjective opinions

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:05:05.818283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9985d523-6f50-4ac6-ad70-c0245c037ef3 · outbound

This paper cites A Survey on Uncertainty Reasoning and Quantification for Decision Making: Belief Theory Meets Deep Learning.

Evidential Federated Learning for Skin Lesion Image Classification A Survey on Uncertainty Reasoning and Quantification for Decision Making: Belief Theory Meets Deep Learning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T20:05:05.728360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 1deff2c6-315a-44e4-8aa6-ffd2d11bfbd4 · inbound

Ensemble-Based Dirichlet Modeling for Predictive Uncertainty and Selective Classification cites this paper.

Ensemble-Based Dirichlet Modeling for Predictive Uncertainty and Selective Classification Evidential Federated Learning for Skin Lesion Image Classification

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:52.048884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.