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Paper Citation Record · LEDGER

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations

As of 21 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2505.06620.

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

pith.paper-citation-record.v1
2505.06620 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:41:10.608105Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-26T01:00:36.771638Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:09:56.397119Z

Reference resolution

51 of 51 outbound references displayed

  • verified exact1
  • verified fuzzy38
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5a72b9cf-902d-4194-a57a-ba8b8bad454c · outbound

This paper cites In: Hagen, H.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: Hagen, H

Reference 1

Resolution
verified exact
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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.

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Observation d8f5f5b3-d91f-4a1b-b256-0469d605d9d6 · outbound

This paper cites BMC medical informatics and decision making 20, 1–9 (2020).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations BMC medical informatics and decision making 20, 1–9 (2020)

Reference 2

Resolution
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raw_fallback, observed 2026-08-15T22:41:11.127205Z

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.

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Observation f21451b0-5a18-4b5c-97a5-d64d33dcde06 · outbound

This paper cites BMC medical informatics and decision making 21(1), 178 (2021).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations BMC medical informatics and decision making 21(1), 178 (2021)

Reference 3

Resolution
verified fuzzy
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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.

source=pdf_text observed=2026-08-15T22:41:10.472442Z digest=sha256:be6f7e0d16b1bda2b6d2d4f70fbde54470bb96656e3a0aac1438015f421a7877

Observation 85dfeaa0-a9e7-457b-97d4-7115f6fecb08 · outbound

This paper cites Computers and Biomedical Research 14(6), 542–558 (1981).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Computers and Biomedical Research 14(6), 542–558 (1981)

Reference 4

Resolution
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raw_fallback, observed 2026-08-15T22:41:11.111099Z

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.

source=pdf_text observed=2026-08-15T22:41:10.475441Z digest=sha256:aa38e0633d827c4fdeaae012c46aa1b202f48bf1abc5e4a20d385713dd8d66be

Observation 540fd947-790d-4081-a253-e53291ef1bd9 · outbound

This paper cites Available at SSRN 4773350 (2024).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Available at SSRN 4773350 (2024)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:11.103064Z

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.

source=pdf_text observed=2026-08-15T22:41:10.478422Z digest=sha256:3f5cdfe5705d76b6769d24184b4bd014d744a9be57aa50a14e5009d2000b3d33

Observation 98856b6d-ee2d-4560-9ac0-4e17001ce505 · outbound

This paper cites Science 366(6464), 447–453 (2019) 40.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Science 366(6464), 447–453 (2019) 40

Reference 6

Resolution
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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.

source=pdf_text observed=2026-08-15T22:41:10.481214Z digest=sha256:cceac8a965b8f3253a8ee1307f643acd142dd39f0203bea54f4d4a0be4214924

Observation b45f4f14-961c-4dd6-9e22-c1e6e51bb660 · outbound

This paper cites Information Fusion 77, 29–52 (2022).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Information Fusion 77, 29–52 (2022)

Reference 7

Resolution
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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.

source=pdf_text observed=2026-08-15T22:41:10.484263Z digest=sha256:ce73a6e5c7306e5c21f4383120ad733083d1a2882358de581041aa638b8dc986

Observation dee1bdc6-a2e0-4f3c-931b-141efeeb2628 · outbound

This paper cites an unresolved cited work.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Unresolved cited work

Reference 8

Resolution
unresolved
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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.

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Observation 489f843c-18ca-4e39-b4b3-b8ea46a418ae · outbound

This paper cites Health and Technology 14(1), 1–14 (2024).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Health and Technology 14(1), 1–14 (2024)

Reference 9

Resolution
verified fuzzy
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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.

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Observation 07556972-9c54-41b4-b584-b0ab91566656 · outbound

This paper cites In: Proceedings of the First International Symposium on Trustworthy Autonomous Systems.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: Proceedings of the First International Symposium on Trustworthy Autonomous Systems

Reference 10

Resolution
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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.

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Observation d1b1b824-94c2-43ff-9c66-72a2f44cfafc · outbound

This paper cites an unresolved cited work.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Unresolved cited work

Reference 11

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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.

source=pdf_text observed=2026-08-15T22:41:10.495120Z digest=sha256:4cd842d33bc9e35d5c2036e60f52322b8f44b0ea11ac55eddb8f188ea00f5034

Observation c8bc4506-8ddf-4379-ba4a-9b67b37431f6 · outbound

This paper cites The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T22:41:10.497709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:41:10.497709Z digest=sha256:233f9b84c50c7b7bdc5e5693ffbd2f37ffabaacbe6331a608c85f68d51a01185

Observation bc285295-3e5f-4cb2-bda7-febf7ec04b35 · outbound

This paper cites World Wide Web 24(5), 1857–1884 (2021).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations World Wide Web 24(5), 1857–1884 (2021)

Reference 13

Resolution
verified fuzzy
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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.

source=pdf_text observed=2026-08-15T22:41:10.501066Z digest=sha256:ccbffd4e3cbc1d7d44a7c9764576b04e94f63c1c4c98a4c830fdf7cdde32daf8

Observation 1096be5a-f039-4bdc-afe2-a15c0de7d7df · outbound

This paper cites IEEE Access 8, 220335–220351 (2020) 41.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations IEEE Access 8, 220335–220351 (2020) 41

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:11.045670Z

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.

source=pdf_text observed=2026-08-15T22:41:10.503749Z digest=sha256:cf29639ff4bfcbf5d0f08b8c2599bac843014d9999f749f40856248ed2ec9f3a

Observation 93a9c64f-2174-4093-b523-9bc760b403bc · outbound

This paper cites Patterns 1(4) (2020).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Patterns 1(4) (2020)

Reference 15

Resolution
verified fuzzy
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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.

source=pdf_text observed=2026-08-15T22:41:10.506358Z digest=sha256:2456099fbde1d72dab14996d13efb6068670125ce541e58a56d8e42ba6a97c99

Observation 2b8e68f1-e139-4c6d-8dbf-1ae366f702dd · outbound

This paper cites Plos one 15(2), 0229132 (2020).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Plos one 15(2), 0229132 (2020)

Reference 16

Resolution
verified fuzzy
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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.

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Observation cc493a78-4579-4204-bb8a-423d61075e32 · outbound

This paper cites International Journal of Human-Computer Studies 169, 102941 (2023).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations International Journal of Human-Computer Studies 169, 102941 (2023)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:11.021840Z

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.

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Observation 669bd8d5-baa9-484b-9420-438c2cea89d1 · outbound

This paper cites In: Workshop” Automation Experience Across Domains” in Conjunction with CHI2020 (2020).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: Workshop” Automation Experience Across Domains” in Conjunction with CHI2020 (2020)

Reference 18

Resolution
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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.

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Observation e602120c-898a-4092-8b3e-25e5529aeeab · outbound

This paper cites BMJ Health & Care Informatics 30(1) (2023).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations BMJ Health & Care Informatics 30(1) (2023)

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:11.006238Z

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.

source=pdf_text observed=2026-08-15T22:41:10.517256Z digest=sha256:662989c84c7c893ba1523255a9871dfe6b050283dd3b5656f4cc846db3de8bed

Observation 1f0fc615-df2d-4281-88ee-b9143c9e1af3 · outbound

This paper cites In: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T22:41:10.519897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:41:10.519897Z digest=sha256:e877fbcaf94f09a521def833a0235148479311e7abfb5902a055d00f62f4f70c

Observation bbda63e0-c420-470f-8e75-911e996eb6db · outbound

This paper cites IEEE Transactions on Emerging Topics in Computing 10(4), 1746–1760 (2022).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations IEEE Transactions on Emerging Topics in Computing 10(4), 1746–1760 (2022)

Reference 21

Resolution
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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.

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Observation 72612bab-7cc4-41c7-a14f-3c4a20488295 · outbound

This paper cites Model-Agnostic Interpretability of Machine Learning.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Model-Agnostic Interpretability of Machine Learning

Reference 22

Resolution
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no resolver link, observed 2026-08-15T22:41:10.525436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:41:10.525436Z digest=sha256:3532722fce62ecc6aa7354ccd000818f68f0f1f923908f26ece77a5100564fa8

Observation 97faac3f-2df7-4ce6-89f2-986bf8c1adc9 · outbound

This paper cites Neural computing and applications 32(24), 18069–18083 (2020).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Neural computing and applications 32(24), 18069–18083 (2020)

Reference 24

Resolution
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raw_fallback, observed 2026-08-15T22:41:10.983188Z

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.

source=pdf_text observed=2026-08-15T22:41:10.531595Z digest=sha256:93fe6f6c34f0d00d62c39ac21be4b4469beaef063917220dd936b7483363644e

Observation 3a21a8b7-e701-41c0-bb5c-92ff0443ef50 · outbound

This paper cites Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10(5), 1379 (2020).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10(5), 1379 (2020)

Reference 25

Resolution
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raw_fallback, observed 2026-08-15T22:41:10.975163Z

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.

source=pdf_text observed=2026-08-15T22:41:10.534148Z digest=sha256:ec6e246ba6d0e9d2e00d3b367cc23d1edcd3de4b86f4b61d1ab9b2f4d9291102

Observation 2a420703-de52-481e-8c65-0d260c7af516 · outbound

This paper cites The Lancet Digital Health 2(9), 489–492 (2020).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations The Lancet Digital Health 2(9), 489–492 (2020)

Reference 26

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raw_fallback, observed 2026-08-15T22:41:10.966723Z

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.

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Observation 3156784f-3e3a-4364-8632-88e18b1e86cd · outbound

This paper cites International Journal of Information Management 69, 102538 (2023).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations International Journal of Information Management 69, 102538 (2023)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.990784Z

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.

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Observation 10681d19-b3f1-4b60-ab44-cd667b85b0da · outbound

This paper cites In: 2021 IEEE 15th International Conference on Semantic Computing (ICSC), pp.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: 2021 IEEE 15th International Conference on Semantic Computing (ICSC), pp

Reference 28

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raw_fallback, observed 2026-08-15T22:41:10.957989Z

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.

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Observation ba9bfb2f-b25f-4f4b-8567-83e9f7b2409e · outbound

This paper cites IEEE access 6, 52138–52160 (2018).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations IEEE access 6, 52138–52160 (2018)

Reference 29

Resolution
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raw_fallback, observed 2026-08-15T22:41:10.949035Z

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.

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Observation ec461544-cf21-4a52-80ac-ccb4aa168910 · outbound

This paper cites 43 Artificial intelligence 267, 1–38 (2019).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations 43 Artificial intelligence 267, 1–38 (2019)

Reference 30

Resolution
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raw_fallback, observed 2026-08-15T22:41:10.941035Z

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.

source=pdf_text observed=2026-08-15T22:41:10.547683Z digest=sha256:99a90c361a46da8c310c8765946522f2c60f62a468de3c313660fd3d896a4982

Observation 5e4aff1f-c22c-44af-b49c-2d4c2331576a · outbound

This paper cites Applied Sciences 11(11), 5088 (2021).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Applied Sciences 11(11), 5088 (2021)

Reference 31

Resolution
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raw_fallback, observed 2026-08-15T22:41:10.932875Z

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.

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Observation 41e7eb59-2985-4aa3-89be-58e19437c33a · outbound

This paper cites In: Proceedings of the 22nd ACM SIGKDD Inter- national Conference on Knowledge Discovery and Data Mining, pp.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: Proceedings of the 22nd ACM SIGKDD Inter- national Conference on Knowledge Discovery and Data Mining, pp

Reference 32

Resolution
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no resolver link, observed 2026-08-15T22:41:10.552978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c6ce3fcb-572d-4d07-8279-d32aec887081 · outbound

This paper cites PhD thesis, Michigan Technological University (2020).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations PhD thesis, Michigan Technological University (2020)

Reference 33

Resolution
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raw_fallback, observed 2026-08-15T22:41:10.920619Z

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.

source=pdf_text observed=2026-08-15T22:41:10.555585Z digest=sha256:0d390811c87cce417084d6b70dd6b47596d0f826f1283cb20526ae9ce9387165

Observation f9071a67-c929-41d5-b932-4a0df53d9dbb · outbound

This paper cites In: Handbook of Artificial Intelligence in Healthcare: Vol 2: Practicalities and Prospects, pp.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: Handbook of Artificial Intelligence in Healthcare: Vol 2: Practicalities and Prospects, pp

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.912439Z

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.

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Observation 3e0d4b67-d34f-4f34-970a-768e40ae0f68 · outbound

This paper cites npj Digital Medicine 6(1), 94 (2023).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations npj Digital Medicine 6(1), 94 (2023)

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.904463Z

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.

source=pdf_text observed=2026-08-15T22:41:10.560751Z digest=sha256:6b1ec49babef49f3e100df571d30b455f82d4d8f0b6b5b2ca4296a1c00769bdd

Observation 28f669f7-f6f8-4094-8f1a-8a84948d57ff · outbound

This paper cites Advances in neural information processing systems 30 (2017).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Advances in neural information processing systems 30 (2017)

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-15T22:41:10.563385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 32eeef7d-da21-4986-bb4c-641a1360692d · outbound

This paper cites In: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency, pp.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency, pp

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.891657Z

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.

source=pdf_text observed=2026-08-15T22:41:10.566776Z digest=sha256:333bab9bfefada2c0903eb4cba49c1cf52c075212a7bdcdcfe0c88f0b2ce925e

Observation d92c20b4-2ba7-4685-83e3-2b69d51e32be · outbound

This paper cites Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted?.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted?

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T22:41:10.569421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:41:10.569421Z digest=sha256:feb8eb63dfce4458bdc78dc722eb0151c6c0801df21ae0029303913744e90ee4

Observation 6cbd3969-8a01-4114-87f9-fe000033cec2 · outbound

This paper cites Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T22:41:10.572302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:41:10.572302Z digest=sha256:06997c6bca0c5b72c12bd657e6d0b42878273d999393396fddc613ef8074865c

Observation a5f95b9e-13d7-4a52-aeb7-a0b1035a2c70 · outbound

This paper cites Informa- tion Sciences 655, 119898 (2024).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Informa- tion Sciences 655, 119898 (2024)

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.883174Z

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.

source=pdf_text observed=2026-08-15T22:41:10.575486Z digest=sha256:11b88c7ebb6e922472dc6680cf189034ea2dfe83cc5a943ea8c542b683aa771b

Observation 7bd71801-14a0-4f85-834c-da2709b68dd0 · outbound

This paper cites In: Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, pp.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, pp

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.875186Z

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.

source=pdf_text observed=2026-08-15T22:41:10.578307Z digest=sha256:cc0069298907f25a20ef3bc5471c9d0600266d2de8c397c1068e8059908f5759

Observation 43065cac-d5d0-4f02-9c23-857bd08249ae · outbound

This paper cites URL: https://christophm.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations URL: https://christophm

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.867524Z

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.

source=pdf_text observed=2026-08-15T22:41:10.581122Z digest=sha256:9d37f4d25ed67a328c60cf7aa407a860caabeca10999d08f90613cb8a8469672

Observation e0e770c8-a5be-4c65-aae0-e3aaa0f64630 · outbound

This paper cites In: 2017 IEEE 41st Annual Com- puter Software and Applications Conference (COMPSAC), vol.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations In: 2017 IEEE 41st Annual Com- puter Software and Applications Conference (COMPSAC), vol

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.859695Z

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.

source=pdf_text observed=2026-08-15T22:41:10.583638Z digest=sha256:01c2451bf722aa0971fef9aea287e1b1fbafc396ca1910fbf0ade470bb5f581e

Observation f7e188e1-d8e2-41e6-b70a-22a7c00ea3e6 · outbound

This paper cites Expert Systems with Applications 30(2), 272–281 (2006).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Expert Systems with Applications 30(2), 272–281 (2006)

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.851568Z

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.

source=pdf_text observed=2026-08-15T22:41:10.586293Z digest=sha256:2ae9d36030b615501bfd6794878b4863852683894f1b470e4e7353dbd3ef4442

Observation ab9f1625-42da-4949-91d7-4e23dda2e4cd · outbound

This paper cites Advances in neural information processing systems 34, 23928– 23941 (2021).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Advances in neural information processing systems 34, 23928– 23941 (2021)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.843456Z

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.

source=pdf_text observed=2026-08-15T22:41:10.589105Z digest=sha256:1507549c01f831fbe97cfe41b94c44f1641224e3e6380da3c6ba38b2d228dcf8

Observation e50fd674-93d6-4803-87e9-480c7dd278c9 · outbound

This paper cites Information Fusion 81, 84–90 (2022).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Information Fusion 81, 84–90 (2022)

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T22:41:10.591692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:41:10.591692Z digest=sha256:8da87f3044c3735405387d6cb06a7b5450ff47f8c8be94cc07c8c332e9ba77b4

Observation 6ff06055-9aec-4117-833a-e1c6fad60a6a · outbound

This paper cites IEEE Transactions on Neural Networks and Learning Systems (2022).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations IEEE Transactions on Neural Networks and Learning Systems (2022)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.830851Z

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.

source=pdf_text observed=2026-08-15T22:41:10.594286Z digest=sha256:3dde8a054f234a4b1447a711859bbd324e533dca65180e09199623c0eef26b77

Observation fa491da3-3001-408b-a10d-31a86b4959c1 · outbound

This paper cites Sensors 22(22), 8615 (2022).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Sensors 22(22), 8615 (2022)

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.823019Z

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.

source=pdf_text observed=2026-08-15T22:41:10.597033Z digest=sha256:9117cc06a08b0445e34553ff68cdfd0f48a0b455e0744a0c4af8d80aaa80b633

Observation 9bf5efc1-b2e0-45c8-8310-c84dccb3bf36 · outbound

This paper cites Applied Sciences 12(20), 10323 (2022).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Applied Sciences 12(20), 10323 (2022)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.814880Z

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.

source=pdf_text observed=2026-08-15T22:41:10.599778Z digest=sha256:8568f23b0ae98897082d659de1145896e887fe2db2e25d7e44af0416f9abc960

Observation 8a26c794-8e0d-44f2-9f2b-2d145c959827 · outbound

This paper cites IEEE Transactions on Artificial Intelligence (2021).

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations IEEE Transactions on Artificial Intelligence (2021)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.806779Z

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.

source=pdf_text observed=2026-08-15T22:41:10.602780Z digest=sha256:2a7b2e513d723143779c9f09f0a7c9e65015123e942c7da82a8a873d07bc239c

Observation 35604c3a-6781-4022-bc1d-5741a50ad4cc · outbound

This paper cites an unresolved cited work.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:41:10.798480Z

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.

source=pdf_text observed=2026-08-15T22:41:10.605403Z digest=sha256:762b161cf15e72b3976ec1290b772225d2a79a316d6092c904b30c8fb00c5a7c

Observation 573fe090-1ae8-4988-9a6c-597240a97a64 · outbound

This paper cites IEEE Transactions on Visualization and Computer Graphics 27(2), 1427–1437 (2020) 46 Appendix A: Ethical Approval Requirements for the Pilot Study) Go straight to content.

Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations IEEE Transactions on Visualization and Computer Graphics 27(2), 1427–1437 (2020) 46 Appendix A: Ethical Approval Requirements for the Pilot Study) Go straight to content

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:41:10.790373Z

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.

source=pdf_text observed=2026-08-15T22:41:10.608105Z digest=sha256:80291009efed702d751958a01b08eb7b4bae4d3e11f03642c5a1101ffdcdad8a

Pith citing papers

Observation 38ffd4ef-e6aa-4279-977e-db396c7872be · inbound

Quantifying Explainable AI-introduced signal noise on ECG data with Spectral Entropy cites this paper.

Quantifying Explainable AI-introduced signal noise on ECG data with Spectral Entropy Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-04T16:09:56.398647Z

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.

source=pdf_text observed=2026-06-26T01:00:36.771638Z digest=sha256:d9efc1d792c9f4dfd9882642e2d5d1831b8a00bc263407e6b89354ade04da82b