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Paper Citation Record · LEDGER

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML

As of 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2508.20776.

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

pith.paper-citation-record.v1
2508.20776 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:54:16.715050Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

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Source: cited_works

Reference resolution

44 of 44 outbound references displayed

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External citation measurements

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Outbound references

Observation 45f6f04e-d8da-4e59-845b-883a9289e622 · outbound

This paper cites Quantifying Attention Flow in Transformers.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Quantifying Attention Flow in Transformers

Reference 1

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Observation cf9cb506-beba-4968-b11a-3b215c73088c · outbound

This paper cites Nature Machine Intelligence5(9), 1006– 1019 (2023).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Nature Machine Intelligence5(9), 1006– 1019 (2023)

Reference 2

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Observation 99266203-3231-4a97-a149-0ab319c9e578 · outbound

This paper cites In: Computer Safety, Reliability, and Security.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: Computer Safety, Reliability, and Security

Reference 3

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Observation 6a3b2e67-f637-416c-8a7c-2714413cacdc · outbound

This paper cites IEEE Software (2023).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML IEEE Software (2023)

Reference 4

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Observation 6afd18cd-c47f-42e1-8706-bedcf78636d7 · outbound

This paper cites Computer54(8), 66–76 (2021).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Computer54(8), 66–76 (2021)

Reference 5

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Observation ae8c6747-4d02-4236-b608-651c52a6f35b · outbound

This paper cites In: Model-Based Safety and Assessment: 8th International Symposium, IMBSA 2022, Munich, Germany, September 5–7, 2022, Proceedings.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: Model-Based Safety and Assessment: 8th International Symposium, IMBSA 2022, Munich, Germany, September 5–7, 2022, Proceedings

Reference 6

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Observation 2ab2eaa8-ea01-4835-93ed-cc4b1c9acd4c · outbound

This paper cites In: International symposium on model-based safety and assessment.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: International symposium on model-based safety and assessment

Reference 7

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Observation 453f4206-6b25-4bc1-9d8f-ec55c13eb9ff · outbound

This paper cites an unresolved cited work.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Unresolved cited work

Reference 8

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Observation 093eb578-76a7-4fdc-8300-36a3ac9b5f01 · outbound

This paper cites A Novel Explainable Artificial Intelligence Model in Image Classification problem.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML A Novel Explainable Artificial Intelligence Model in Image Classification problem

Reference 9

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Observation ba6f121d-b894-4ff3-baf1-8c3d6ed99e27 · outbound

This paper cites Medical Image Analysis (2021).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Medical Image Analysis (2021)

Reference 10

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 10795e03-5110-413a-bbd9-fd5d0ef07233 · outbound

This paper cites Neurocomputing408, 189–215 (2020).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Neurocomputing408, 189–215 (2020)

Reference 11

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Observation a941c8a6-656f-4b5a-9c8f-2930cede0152 · outbound

This paper cites Nature Communications15(1), 524 (2024).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Nature Communications15(1), 524 (2024)

Reference 12

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Observation 0c733f0d-c3ae-46f3-94a0-1599053534b9 · outbound

This paper cites ACM trans- actions on intelligent systems and technology (TIST)2(3), 1–27 (2011).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML ACM trans- actions on intelligent systems and technology (TIST)2(3), 1–27 (2011)

Reference 13

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 801adfa1-9715-45a9-9351-ba02650620b8 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 14

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Observation bcbbb4df-bc97-40b3-b5f0-ab08fe356b7f · outbound

This paper cites IEEE Access10, 39769–39781 (2022).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML IEEE Access10, 39769–39781 (2022)

Reference 15

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Observation 894ce2bf-0f81-4f0b-9458-1c27a9bd3287 · outbound

This paper cites In: 2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: 2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018)

Reference 16

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Observation 0d5fa913-f4bd-4a37-a6b4-130a70f1553d · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 17

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Observation a54e147d-5104-466d-bb46-9261fc02f2b2 · outbound

This paper cites nature 542(7639), 115–118 (2017).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML nature 542(7639), 115–118 (2017)

Reference 18

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Observation 35fb4764-00bd-4045-b87c-af05371527d9 · outbound

This paper cites Machine Learning Research9, 1871–1874 (2008).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Machine Learning Research9, 1871–1874 (2008)

Reference 19

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Observation 99daf931-23bb-41f8-b7cb-c623c01e92ef · outbound

This paper cites Scope Compliance Uncertainty Estimate.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Scope Compliance Uncertainty Estimate

Reference 20

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Observation db321a59-cff8-4156-9f80-a10881bf8d7a · outbound

This paper cites In: Model-Based Safety and Assessment: 8th International Symposium, IMBSA 2022, Munich, Germany, September 5–7, 2022, Proceedings.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: Model-Based Safety and Assessment: 8th International Symposium, IMBSA 2022, Munich, Germany, September 5–7, 2022, Proceedings

Reference 21

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Observation 573ec591-87cc-44ad-9ab6-b413a3a74632 · outbound

This paper cites an unresolved cited work.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Unresolved cited work

Reference 22

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Observation 6774777a-cb70-4955-a544-c92b85a81112 · outbound

This paper cites European Journal of Cancer 167, 54–69 (2022).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML European Journal of Cancer 167, 54–69 (2022)

Reference 23

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Observation 3277d030-5484-40dc-8906-32072d15ae21 · outbound

This paper cites Scientific data11(1), 641 (2024).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Scientific data11(1), 641 (2024)

Reference 24

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Observation 8e3c8469-2b8a-4b93-94e9-b5f9e7d41002 · outbound

This paper cites Applied Soft Computing159, 111624 (2024).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Applied Soft Computing159, 111624 (2024)

Reference 25

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Observation 436643d7-0933-4426-97e1-9049815a27b6 · outbound

This paper cites In: World Conference on Explainable Artificial Intelligence.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: World Conference on Explainable Artificial Intelligence

Reference 26

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Observation 7a473852-49d4-4eb4-bb67-58a025d6e16c · outbound

This paper cites In: 2022 International Conference on Computing, Electronics & Communications Engineering (iCCECE).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: 2022 International Conference on Computing, Electronics & Communications Engineering (iCCECE)

Reference 27

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Observation 38a43eab-1614-42b8-91c0-27886411f84e · outbound

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Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Unresolved cited work

Reference 28

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 3676f51b-ea93-4c60-9ecf-9a5f4f7865a6 · outbound

This paper cites Explainable Deep Image Classifiers for Skin Lesion Diagnosis.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Explainable Deep Image Classifiers for Skin Lesion Diagnosis

Reference 29

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Observation 041f9e71-8ca2-43d9-8afe-1dbb08d8cba9 · outbound

This paper cites an unresolved cited work.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Unresolved cited work

Reference 30

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 7a51a9db-cf80-4850-ac1f-a18edbb58add · outbound

This paper cites In: International cross- domain conference for machine learning and knowledge extraction.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: International cross- domain conference for machine learning and knowledge extraction

Reference 31

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation d47e87ab-4299-4811-a54e-e438f539ef02 · outbound

This paper cites Neural Computing and Applications33(22), 15171–15189 (2021).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Neural Computing and Applications33(22), 15171–15189 (2021)

Reference 32

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 719c5c9e-aa3f-407b-b334-0bb7645d93ea · outbound

This paper cites why should i trust you?.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML why should i trust you?

Reference 33

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation ef9cab8e-f342-4ea9-a5e3-88d215fc890e · outbound

This paper cites Neurocomputing597, 127969 (2024).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Neurocomputing597, 127969 (2024)

Reference 34

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 9cd3aa99-e64b-40b0-ba4b-73da60f13f2c · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 35

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raw_fallback, observed 2026-08-05T14:54:17.017833Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation aa10906e-6c0d-46bb-9362-dea698e4617c · outbound

This paper cites In: Proceedings of the IEEE Int.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: Proceedings of the IEEE Int

Reference 36

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verified fuzzy
raw_fallback, observed 2026-08-05T14:54:17.006497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 152dac9f-33f3-4261-b858-e6983278024e · outbound

This paper cites an unresolved cited work.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T14:54:16.995390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T14:54:16.421336Z digest=sha256:2d4e53620f788786015e31447dbf55d8ccccee852943bb39528ab451263500a5

Observation 2654655e-ae8c-48a0-ac33-2aaabf06060c · outbound

This paper cites Nature Medicine26(8), 1229–1234 (2020).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Nature Medicine26(8), 1229–1234 (2020)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:54:16.985852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T14:54:16.425918Z digest=sha256:6429ce0f7ab350d44d8d62b55ce56af72144c75496a555c02c1306ed7c5b7181

Observation 3a71b4d7-762b-4260-b10d-60aea2885bbb · outbound

This paper cites Scientific data 5(1), 1–9 (2018).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Scientific data 5(1), 1–9 (2018)

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:54:16.975522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T14:54:16.435023Z digest=sha256:f9be16e3b6f1ae0fff431a8d134a1b6ecfd2dbc10a6ce18b1eec9f5b6a9bf1e5

Observation 591f4446-8932-4f8e-aeac-1eaa9629807e · outbound

This paper cites In: Journal of Physics: Conference Series.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: Journal of Physics: Conference Series

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:54:16.965592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T14:54:16.478906Z digest=sha256:521035b27efd5792ca2b1dca6db896df375fceed7aaf871d21a658d1ea22c46e

Observation b27f10da-f10d-4d8d-80b5-47f2eada7b1c · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pat- tern recognition workshops.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: Proceedings of the IEEE/CVF conference on computer vision and pat- tern recognition workshops

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T14:54:16.538879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:54:16.538879Z digest=sha256:a8b6a4129f12d40507fb1ce0b39c4262834b177df22f0c8d1024149b153bce85

Observation 9352d9d0-3281-4fc5-9cc3-a96c5ac96a94 · outbound

This paper cites Applied Intelligence 53(23), 28226–28240 (2023).

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Applied Intelligence 53(23), 28226–28240 (2023)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T14:54:16.950052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T14:54:16.596012Z digest=sha256:d6029896cce06a5010f660c2934619fc4aab0e44c72309f73801bbcf0c424e63

Observation 58b2ac92-6187-4eb1-aa81-d8475bdc172f · outbound

This paper cites Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection

Reference 43

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T14:54:16.873001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T14:54:16.654142Z digest=sha256:18a33828c098579083a5fbb23677a9bd4995e1a8da4df8970dd8b065fc559a93

Observation 8fb731b8-a782-4823-a60e-e0e4a1c3001c · outbound

This paper cites In: Proceedings of the IEEE conference on computer vision and pattern recognition.

Safer Skin Lesion Classification with Global Class Activation Probability Map Evaluation and SafeML In: Proceedings of the IEEE conference on computer vision and pattern recognition

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-05T14:54:16.715050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:54:16.715050Z digest=sha256:88f0c1f603c49c2acd0c69827ee3ad066364a56bbf6fa8591e5d8b00d4bfab8c

Pith citing papers

No inbound Pith citation observations are available.