Paper Citation Record · LEDGER

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers

As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2412.03166.

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

pith.paper-citation-record.v1
2412.03166 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-23T07:51:46.131200Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

37 of 37 outbound references displayed

verified exact0
verified fuzzy27
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8a3e08b-9202-43f6-9a59-76d69f5570d5 · outbound

This paper cites https: //isic-archive.com.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers https: //isic-archive.com

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.839783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2805aa69-04ae-43d4-8c1b-d946cd6e14db · outbound

This paper cites Sulthana A, V.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Sulthana A, V

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.827360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e941270f-e5e0-4075-8e9a-5bfb3f4b77e5 · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.819471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 99ff00d9-0800-4b32-bd93-3c37f27afdcf · outbound

This paper cites Avila and M.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Avila and M

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.830926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 907e420f-28b0-4a20-b85d-3a9e2d490031 · outbound

This paper cites Barros, L.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Barros, L

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.811482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 96cd6d66-788d-4568-b455-f79f23d04ad8 · outbound

This paper cites Bissoto, C.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Bissoto, C

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.815064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 500b69ea-193d-48da-bc59-2c6c9e4717a2 · outbound

This paper cites Bissoto, C.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Bissoto, C

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.823423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 048de00d-5b22-48a0-8a4b-2b4b7f39f189 · outbound

This paper cites Bissoto, C.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Bissoto, C

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.807966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e82a62c4-3cca-4b49-bb9e-6ad5dd9cedf5 · outbound

This paper cites Bissoto, M.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Bissoto, M

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.834571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e8aaa1c8-3da5-417d-8067-eebf2da5e121 · outbound

This paper cites Bissoto, E.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Bissoto, E

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.713001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4448735d-4afb-441b-850b-1d7e2f0f0cf5 · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.672619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4d2cce30-352f-443a-bf71-733392632992 · outbound

This paper cites Chaves, A.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Chaves, A

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.749052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 700adf1b-b676-42d1-a807-0cdf67c03362 · outbound

This paper cites Codella, V.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Codella, V

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.752732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 28a19831-7930-4aa7-b05a-8459fd18f407 · outbound

This paper cites Ghorbani, J.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Ghorbani, J

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.756586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 63a411fb-87e7-4bca-ac1e-745b0cad2805 · outbound

This paper cites Haggenm ¨uller, R.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Haggenm ¨uller, R

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.804148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4bfe3148-97c4-415d-8829-c886db49e5cd · outbound

This paper cites Kawahara, S.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Kawahara, S

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.738814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5f9febf6-d02e-4b9a-8462-d36e441a7a65 · outbound

This paper cites Kazhdan, B.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Kazhdan, B

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.732226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7c10dc2a-7749-4bc1-a504-1280aaf8acb3 · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.735657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2ce84519-93af-4565-bcd2-631ace579768 · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.745911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fea3fe20-def5-4b65-a865-37940c50fe61 · outbound

This paper cites Mir ´o-Nicolau, A.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Mir ´o-Nicolau, A

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.725471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0e3e9ef7-26ea-4af9-891a-fd09fdc64022 · outbound

This paper cites Moher, A.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Moher, A

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.728974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a766c897-b52c-41b1-a3fe-176cff5648a5 · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.742141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 40f7161e-c623-4996-9180-6e21b6d7c43b · outbound

This paper cites Pouyanfar, S.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Pouyanfar, S

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.722237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4e9abd4e-020f-4ad8-b4ba-9dab318935a0 · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.719252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8ccf4ba1-aa75-4b5b-85fa-07c35578318e · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.716197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 93dbc32e-bfd4-4c3c-8a3f-ae4e364dc09d · outbound

This paper cites Robnik- ˇSikonja and M.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Robnik- ˇSikonja and M

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.800024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd37f17f-2d1f-4962-a2bc-8440938cdabd · outbound

This paper cites Samek, G.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Samek, G

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.706455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 20c12007-1207-45b3-bc9a-38dc8777a8de · outbound

This paper cites Schwalbe and B.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Schwalbe and B

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.709905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f0203f5c-4e41-460f-8070-fc4bc5e4c7b3 · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.702852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 101ad90b-3a89-4a04-a5e0-4eedae8b5873 · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.679527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b64d598-8055-4329-a9f7-37ff79cf1460 · outbound

This paper cites Shinde, P.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Shinde, P

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.695761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1115ca0b-1e72-4fdf-b236-3f46df84a94e · outbound

This paper cites Alison Noble.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Alison Noble

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.699365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e3bbb73a-90ad-4f5d-bb2a-3c79f25c6994 · outbound

This paper cites Valle, M.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Valle, M

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.794288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation db19a350-301a-45e1-8d68-e6df84e05201 · outbound

This paper cites an unresolved cited work.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-23T07:52:44.685999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8310b9b4-78db-4453-924a-4e7300439223 · outbound

This paper cites Guide to cancer early diagnosis.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Guide to cancer early diagnosis

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.676377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5e4a6d68-ce89-42c6-a560-19839976e7b4 · outbound

This paper cites Yuksekgonul, M.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Yuksekgonul, M

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.682648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4794423c-3631-4adc-bfbf-fe2143d2c1bf · outbound

This paper cites Zhang, P.

Are Explanations Helpful? A Comparative Analysis of Explainability Methods in Skin Lesion Classifiers Zhang, P

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T07:52:44.692046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.