Paper Citation Record · LEDGER

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values

As of 9 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2507.02342.

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

pith.paper-citation-record.v1
2507.02342 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:38:19.058357Z

measured 36 of 36 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

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

Source: cited_works

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy31
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 01322d71-a8ad-49f4-9689-26b6f313ef89 · outbound

This paper cites write newline.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:15.884017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acaa9da3-b754-4bff-b050-bf1878148450 · outbound

This paper cites A., Eckert, C., and Teredesai, A.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values A., Eckert, C., and Teredesai, A

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:23.662697Z

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.

Observation fb996acb-40b0-4590-a57d-e2497e66cba8 · outbound

This paper cites F., Figueiredo, M.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values F., Figueiredo, M

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:23.523498Z

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.

Observation 4b743bdb-9050-4c53-829a-d3d5f8c8e650 · outbound

This paper cites Recurrent neural networks for multivariate time series with missing values.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Recurrent neural networks for multivariate time series with missing values

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:23.417272Z

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.

Observation e1fc0f9b-c7fb-4b0a-a1b5-54d87586c35f · outbound

This paper cites Interpretable machine learning: A guide for making black box models explainable.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Interpretable machine learning: A guide for making black box models explainable

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:23.342048Z

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.

Observation 72eb75cb-bedb-4a4b-8eab-1b1fe146fead · outbound

This paper cites M., Yuen, T.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values M., Yuen, T

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:23.173235Z

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.

Observation 130cf999-8bc7-48fb-be4a-49ed7b5db0ed · outbound

This paper cites and Van Der Schaar, M.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values and Van Der Schaar, M

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:23.047323Z

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.

Observation fe604445-99a2-4bc1-8d88-3b1b8b198c6f · outbound

This paper cites Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:16.489445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 794c3d73-5cec-4b71-8096-3930d3638499 · outbound

This paper cites Learning perturbations to explain time series predictions.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Learning perturbations to explain time series predictions

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:22.928509Z

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.

Observation badaba21-649c-4834-9ab4-b0e04debbb74 · outbound

This paper cites D., Linn, W.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values D., Linn, W

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:22.732745Z

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.

Observation 1b39fa49-d4e7-450b-acb5-eedda963ca77 · outbound

This paper cites and Schmidhuber, J.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values and Schmidhuber, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:22.580947Z

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.

Observation 1d532ff5-d72b-4ec6-823d-1e2b9c41273e · outbound

This paper cites Set functions for time series.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Set functions for time series

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:22.444946Z

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.

Observation 700a2721-c217-4385-bd0d-fbd4f780c4e7 · outbound

This paper cites TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values TIMING: Temporality-Aware Integrated Gradients for Time Series Explanation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:22.234382Z

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.

Observation ad6f4ba4-fb12-45ef-b157-e28f2f306073 · outbound

This paper cites E., Pollard, T.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values E., Pollard, T

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:22.049406Z

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.

Observation 1d830fed-88a6-42fc-98f9-be90fe752e8f · outbound

This paper cites M., Cedars, A.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values M., Cedars, A

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:21.863328Z

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.

Observation a75b05fb-1112-47e1-a71e-f16ee968eed5 · outbound

This paper cites Association between elevated blood glucose level on admission and long-term mortality in patients with acute decompensated heart failure.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Association between elevated blood glucose level on admission and long-term mortality in patients with acute decompensated heart failure

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:21.710777Z

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.

Observation a466ba9d-d454-449e-a776-d84a0aee5712 · outbound

This paper cites Captum: A unified and generic model interpretability library for PyTorch.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Captum: A unified and generic model interpretability library for PyTorch

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T20:38:17.355402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81b3f640-5650-4d3a-b97d-775e0507a929 · outbound

This paper cites K., Rooke, C., Smith, J., Zuberi, S., and Volkovs, M.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values K., Rooke, C., Smith, J., Zuberi, S., and Volkovs, M

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:21.639502Z

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.

Observation 23eea6e2-ac75-4b06-bbee-a8e19e710b31 · outbound

This paper cites Timex++: Learning time-series explanations with information bottleneck.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Timex++: Learning time-series explanations with information bottleneck

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:21.541421Z

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.

Observation 37d0d754-5d4c-47b5-b85f-cff674e1e0e0 · outbound

This paper cites Explaining time series via contrastive and locally sparse perturbations.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Explaining time series via contrastive and locally sparse perturbations

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:21.449729Z

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.

Observation 801d98e6-89ca-40b9-b431-c7ed84ba45aa · outbound

This paper cites A unified approach to interpreting model predictions.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values A unified approach to interpreting model predictions

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:21.230078Z

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.

Observation cdb07173-3ba5-4f85-bf7a-784e89d99d78 · outbound

This paper cites Sampling permutations for shapley value estimation.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Sampling permutations for shapley value estimation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:21.059126Z

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.

Observation f7bdaf0e-823a-47e7-8cea-84411956d286 · outbound

This paper cites Encoding time-series explanations through self-supervised model behavior consistency.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Encoding time-series explanations through self-supervised model behavior consistency

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:20.955271Z

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.

Observation b2ceb2d1-7711-4d3a-b356-9964d0fbee19 · outbound

This paper cites M., Hajaj, N., Hardt, M., Liu, P.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values M., Hajaj, N., Hardt, M., Liu, P

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:20.860708Z

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.

Observation 808773fc-e5fe-411d-ba75-5de67fdce4bc · outbound

This paper cites A., Josef, C.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values A., Josef, C

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:20.765559Z

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.

Observation 7b7d9d17-2ef6-49b4-91a6-20a63eca83c3 · outbound

This paper cites T., Singh, S., and Guestrin, C.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values T., Singh, S., and Guestrin, C

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:20.648671Z

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.

Observation 406ced1c-5b06-41ac-969d-bc81bc820646 · outbound

This paper cites J., Rothman, S.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values J., Rothman, S

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:20.547867Z

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.

Observation afa1750c-5135-433e-aeed-135a5beab128 · outbound

This paper cites an unresolved cited work.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:20.458408Z

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.

Observation 520f3072-25cc-46f5-a76d-247fe3ffe3a0 · outbound

This paper cites Learning important features through propagating activation differences.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Learning important features through propagating activation differences

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:20.376916Z

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.

Observation 9f0e6573-f06b-410a-9b04-e20ed1c073d5 · outbound

This paper cites an unresolved cited work.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T20:38:20.219709Z

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.

Observation 82ab8584-c8b1-4245-88e4-bf8a52a28d5d · outbound

This paper cites S., Seymour, C.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values S., Seymour, C

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:20.107155Z

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.

Observation 72ce1c4d-7cec-4c1c-bc0a-c7d5e61576ad · outbound

This paper cites and Kononenko, I.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values and Kononenko, I

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:19.957505Z

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.

Observation 97f5fdde-d3b4-4247-8614-2edf1aa090bb · outbound

This paper cites Axiomatic attribution for deep networks.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values Axiomatic attribution for deep networks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:19.795696Z

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.

Observation e33165b2-a294-4ce2-b2fd-09f021b4b6b2 · outbound

This paper cites A., Szolovits, P., and Ghassemi, M.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values A., Szolovits, P., and Ghassemi, M

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:19.615628Z

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.

Observation 048c23b6-2e30-41bf-b603-877bc24cf3b2 · outbound

This paper cites and Reddy, C.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values and Reddy, C

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:19.485968Z

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.

Observation 47ebd42c-8da7-4858-a573-b2d40183e0d1 · outbound

This paper cites K., and Goldenberg, A.

DeltaSHAP: Explaining Prediction Evolutions in Online Patient Monitoring with Shapley Values K., and Goldenberg, A

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:38:19.318379Z

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.

Pith citing papers

No inbound Pith citation observations are available.