Paper Citation Record · LEDGER

Deep neural network or dermatologist?

As of 16 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:1908.06612.

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

pith.paper-citation-record.v1
1908.06612 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T12:41:48.749743Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

23 of 23 outbound references displayed

verified exact0
verified fuzzy13
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ceeece52-aa6c-4027-baac-8512337ba2fd · outbound

This paper cites Explaining individual predictions when features are dependent: More accurate approximations to Shapley values.

Deep neural network or dermatologist? Explaining individual predictions when features are dependent: More accurate approximations to Shapley values

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:48.662588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 729e8d60-e8b7-4562-a5d4-1798d1dc2e04 · outbound

This paper cites In: Advances in Neural Information Processing Systems.

Deep neural network or dermatologist? In: Advances in Neural Information Processing Systems

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:49.039012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fa8f182a-28fc-4dde-b32f-6e531720327a · outbound

This paper cites European Journal of Cancer113, 47–54 (2019).

Deep neural network or dermatologist? European Journal of Cancer113, 47–54 (2019)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:49.025060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7a66238b-cc2e-4c7c-8964-05ff0834ebf6 · outbound

This paper cites J Med Internet Res 20(10), e11936 (Oct 2018).

Deep neural network or dermatologist? J Med Internet Res 20(10), e11936 (Oct 2018)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:49.011448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d50e522a-f1b9-4f99-8e25-33b90e863815 · outbound

This paper cites L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data.

Deep neural network or dermatologist? L-Shapley and C-Shapley: Efficient Model Interpretation for Structured Data

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:48.680677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b46f018-fb03-4cc6-b681-7dac7de181ab · outbound

This paper cites BMJ 357 (2017).

Deep neural network or dermatologist? BMJ 357 (2017)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:48.684815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6678a1cf-25c2-4a2d-9b51-65c08fcc9f58 · outbound

This paper cites Nature 542(7639), 115 (2017).

Deep neural network or dermatologist? Nature 542(7639), 115 (2017)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:48.688757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 028fc3ee-2936-484c-9677-560b9aa6ee79 · outbound

This paper cites computer-aided classiﬁer developed with a small dataset of clinical images sur- passes board-certiﬁed dermatologists in skin tumour diagnosis.

Deep neural network or dermatologist? computer-aided classiﬁer developed with a small dataset of clinical images sur- passes board-certiﬁed dermatologists in skin tumour diagnosis

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.990049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a5901695-62a8-4162-995a-b5d23c9d3627 · outbound

This paper cites Annals of Oncology 29(8), 1836–1842 (2018).

Deep neural network or dermatologist? Annals of Oncology 29(8), 1836–1842 (2018)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.977227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d6dc5d1c-abea-4e38-b268-0a79b62f0278 · outbound

This paper cites an unresolved cited work.

Deep neural network or dermatologist? Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:41:48.965284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f104c667-61d0-4e63-9c69-a7ebdcfe5f0f · outbound

This paper cites British Journal of Dermatology 166(5), 1069–1080 (2012).

Deep neural network or dermatologist? British Journal of Dermatology 166(5), 1069–1080 (2012)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.952138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b3a9fc71-f927-40d4-931d-a8899100437e · outbound

This paper cites In: Advances in Neural Information Processing Systems.

Deep neural network or dermatologist? In: Advances in Neural Information Processing Systems

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.939844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e6affbd4-fb32-4d28-b437-a8e6bcaf40ee · outbound

This paper cites Computerized Medical Imaging and Graphics 71, 19 – 29 (2019).

Deep neural network or dermatologist? Computerized Medical Imaging and Graphics 71, 19 – 29 (2019)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.926878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a82baec1-6fd8-4cc8-849e-3ce0901c7704 · outbound

This paper cites an unresolved cited work.

Deep neural network or dermatologist? Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:41:48.913369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cf0da086-534c-4a71-8f64-9ff38723f3c9 · outbound

This paper cites (2019), christophm.github.io/interpretable-ml-book/.

Deep neural network or dermatologist? (2019), christophm.github.io/interpretable-ml-book/

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.901757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 43ff22f2-a95b-43d6-94e0-1deb5786ba53 · outbound

This paper cites Australian family physi- cian 28(5), 466–471 (1999).

Deep neural network or dermatologist? Australian family physi- cian 28(5), 466–471 (1999)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.890644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation bbbf54c7-c77c-41be-994e-cba1277a2839 · outbound

This paper cites Archives of dermatology 146(3), 283–287 (2010).

Deep neural network or dermatologist? Archives of dermatology 146(3), 283–287 (2010)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.879180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0c61ff28-ec5a-4cc2-bb12-41e52c2a2793 · outbound

This paper cites The Lancet 392(10151), 971–984 (2018).

Deep neural network or dermatologist? The Lancet 392(10151), 971–984 (2018)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.866428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 060aee47-48b5-4ba9-867d-a79ab7b0c6f0 · outbound

This paper cites In: Proceedings of the IEEE International Conference on Computer Vision.

Deep neural network or dermatologist? In: Proceedings of the IEEE International Conference on Computer Vision

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:48.734664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6cd34b-58cb-4135-abcd-6ef103a2382c · outbound

This paper cites an unresolved cited work.

Deep neural network or dermatologist? Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-14T12:41:48.847994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1a58458d-cc72-4472-90c8-d95050348936 · outbound

This paper cites GradMask: Reduce Overfitting by Regularizing Saliency.

Deep neural network or dermatologist? GradMask: Reduce Overfitting by Regularizing Saliency

Reference 21

Resolution: metadata mismatch; local_arxiv, observed 2026-08-14T12:41:48.795443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 08051358-f543-490b-a0ed-4f5a493e9492 · outbound

This paper cites Scientiﬁc data 5, 180161 (2018).

Deep neural network or dermatologist? Scientiﬁc data 5, 180161 (2018)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T12:41:48.836260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cf45ede0-d85b-4e8f-9afc-f9529ab8972e · outbound

This paper cites IEEE transactions on image processing 13(4), 600–612 (2004).

Deep neural network or dermatologist? IEEE transactions on image processing 13(4), 600–612 (2004)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-14T12:41:48.749743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.