Paper Citation Record · LEDGER

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology

As of 19 August 2026, this Paper Citation Record lists 100 of 130 outbound references and 2 inbound Pith citation observations for arXiv:2505.08927.

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

pith.paper-citation-record.v1
2505.08927 v1

Coverage vector

measured 100 of 130 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:51:10.021687Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T15:51:39.491384Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

100 of 130 outbound references displayed

verified exact0
verified fuzzy29
unresolved71
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 659fab31-a474-43f9-a586-8c5b7f09e637 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.486343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e7a953-3587-47d0-9091-aad4b63c0455 · outbound

This paper cites Omuro, L.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Omuro, L

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.491204Z

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Observation 738c3bcd-506b-44c6-a298-d4bda011e952 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.495718Z

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Observation f85d0be1-47a5-49a2-b57a-a9a9b6222b16 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.500433Z

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Observation 914189f8-743b-4568-982e-47ae0677fb24 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.505293Z

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Observation b6b22798-e5ac-445f-b2b4-946ddf1eba43 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.510081Z

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Observation 71315d78-1b93-4b20-9958-54a2ed8c264f · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.515857Z

Source-reported events for the cited work

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Observation 276e5949-1db9-4be2-947a-019662dd56f2 · outbound

This paper cites Hernandez-Boussard, P.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Hernandez-Boussard, P

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.520726Z

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Observation da0a8ae5-cd49-4946-9790-02cdde9cae83 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.525481Z

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Unavailable: canonical work link unavailable.

Observation 07233812-fb24-4165-a7b8-a7261223c147 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.530282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c221efe3-607d-443c-b505-82873d62c017 · outbound

This paper cites Laubenbacher, B.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Laubenbacher, B

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.534938Z

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Observation 0d24bc76-2315-470b-8f0b-323d23f82b47 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.540341Z

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Unavailable: canonical work link unavailable.

Observation a0c2c18b-64ba-4658-8669-fe3ff10f2f22 · outbound

This paper cites Stupp, W.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Stupp, W

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.545390Z

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Observation 53c5ea73-29f4-4857-b90b-f0aa94c7c4e4 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.550345Z

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Observation 4809f7b4-6aa1-45a4-95da-687dfc858836 · outbound

This paper cites Hogea, C.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Hogea, C

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.555203Z

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Unavailable: canonical work link unavailable.

Observation 2cf5176b-7f4a-4fb6-81ae-e95b64d7c038 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.560098Z

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Observation fc10ff10-92a6-4ba7-9699-76de95e0ff92 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.564965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef22182a-db6d-4450-b517-b2779aad9701 · outbound

This paper cites Scheufele, S.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Scheufele, S

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.569784Z

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Unavailable: canonical work link unavailable.

Observation e56e6f37-e958-4859-813a-15d5e3d1eb7b · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.574545Z

Source-reported events for the cited work

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Observation 0d53de9f-2ac8-4612-bc09-c6fcd4f368b6 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.579450Z

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Observation eba220b8-8629-4d50-924f-7aa353409f74 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.584322Z

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Observation e8eb5acf-1bff-4844-9212-f25d00d0b401 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.590215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 249c3455-041f-4cba-8b54-0bdb2225cd6f · outbound

This paper cites Hawkins-Daarud, S.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Hawkins-Daarud, S

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.594959Z

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Observation 3130f537-bb31-487f-a0cc-2fe2622019e8 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.599782Z

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Unavailable: canonical work link unavailable.

Observation f39bf334-fed3-46e7-bba1-c4407cd90112 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.604523Z

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Unavailable: canonical work link unavailable.

Observation 647342ae-d486-49f8-ace3-90f48ea9f568 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.608740Z

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Unavailable: canonical work link unavailable.

Observation d31ff8ff-f115-46bd-a5e1-075c75f33fea · outbound

This paper cites Lipkov´ a, P.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Lipkov´ a, P

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.612993Z

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Observation b9faf924-06e6-4b9b-a9fd-bd09dbe48d26 · outbound

This paper cites Chaudhuri, G.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Chaudhuri, G

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.617494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d967873d-53f3-4bee-8c88-eb8cf51163fc · outbound

This paper cites Liang, J.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Liang, J

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.621867Z

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Observation a2ad65dd-2347-4e5a-adb9-a7a90fb92c7f · outbound

This paper cites Ghattas, K.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Ghattas, K

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.626664Z

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Observation 47c0ef22-e6ef-427e-9dc5-099540dbdd37 · outbound

This paper cites Alfonso, K.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Alfonso, K

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.631185Z

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Observation 2c477456-e519-4474-a698-32da6206ed9d · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.635781Z

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Observation b557eda4-3d28-462f-bc2f-af05e1830016 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.640265Z

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Observation 0b3d780b-5dcb-4492-9d08-51b85365bdda · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.644346Z

Source-reported events for the cited work

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Observation 45faad35-8bd0-45bc-a408-4f6dc403e776 · outbound

This paper cites Clatz, M.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Clatz, M

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.648529Z

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Observation 96efadfb-855e-41ea-b593-4ef9238a99d9 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.652947Z

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Observation e467183b-4e34-4606-ab15-b569481ce76b · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.657113Z

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Observation a1255efc-d037-4677-ac8e-a38cd438ef9c · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.661204Z

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Observation 4525f298-d34c-4119-aa38-475421a0a462 · outbound

This paper cites Borasi, A.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Borasi, A

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.665338Z

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Observation a0dffa66-8637-4adb-a6f6-216f56c99c27 · outbound

This paper cites Douglas, J.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Douglas, J

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.669541Z

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Observation eb86711a-fcef-42d2-a854-0b8d2775e436 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.673759Z

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Observation c3dce63c-a6fc-4c7c-9129-2fdfb04b225b · outbound

This paper cites Rockne, E.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Rockne, E

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.677890Z

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Observation 9d2b2111-3dd8-4216-82fb-e63fc4702715 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.682657Z

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Observation 3b52c289-2933-4693-b6bd-4c282538efc3 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.687630Z

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Observation f4e85efd-77c2-4291-8d1c-cd5c34aeb660 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.692499Z

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Observation c98ab86e-0139-4391-b678-b7fda340e171 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.697309Z

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Observation 516a5607-2df5-44d9-be9b-9d962269a7db · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.701924Z

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Observation 8a6aaba1-85c0-4ee8-a06f-7aff39ae5f84 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.707400Z

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Observation 32e21c4b-bfb2-43d7-85d1-d51d12019fb9 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.712128Z

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Observation 77def9b5-5416-4392-9738-127af62def21 · outbound

This paper cites Karellas, S.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Karellas, S

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.717293Z

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Observation de8ef499-a3fb-482b-b2bd-0087abba70d4 · outbound

This paper cites Hricak, P.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Hricak, P

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.582445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c323cbbd-057b-48bf-a5f1-d170e478c8d7 · outbound

This paper cites Kofler, C.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Kofler, C

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.565132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d39d79e9-42ca-410d-a572-e08c2135c816 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:11.546073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8a79aac4-fcb9-4582-ad4e-5c6b671790da · outbound

This paper cites Klein, M.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Klein, M

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.529302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e7f93913-3877-4ddc-bf70-05d77c6ae54b · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:11.511013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b94cf253-f43e-4447-aa6b-daa526189d7a · outbound

This paper cites Th´ evenaz, M.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Th´ evenaz, M

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.494761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6668f790-78e9-4f2a-b8be-e51b6c4e9406 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:11.478331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8c54921-0f9b-437c-8a90-08824a8b4818 · outbound

This paper cites Bakas, C.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Bakas, C

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.460951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5135f965-e1bf-48bb-bb43-1dd437378881 · outbound

This paper cites Bakas, C.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Bakas, C

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.822589Z

Source-reported events for the cited work

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Observation 30ef6ddb-c650-40b7-b0b4-62d2e86087b3 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:11.443555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0b565357-16ec-48fb-8025-1fae9bd43584 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.833327Z

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Observation 93d7dffc-5ec0-44a1-9b13-3e162e008a17 · outbound

This paper cites Juan-Albarrac´ ın, E.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Juan-Albarrac´ ın, E

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.425770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ba7e278-c344-4db1-ac5e-21be90e35e0f · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:11.404995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7aa1d418-9236-4704-b9bd-f154b8bc3309 · outbound

This paper cites Mardal, M.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Mardal, M

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.386101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bda6ffd0-1932-4336-bde3-72a5ebdce2d7 · outbound

This paper cites Fischl, FreeSurfer, Neuroimage 62 (2) (2012) 774–781.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Fischl, FreeSurfer, Neuroimage 62 (2) (2012) 774–781

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.367846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 15293c5d-c36b-4287-8e2d-d5ee3e2013d5 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:11.351527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1c018acf-2254-4476-8696-9737ab502b51 · outbound

This paper cites Fabri, S.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Fabri, S

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.331821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7551e9b8-35d6-4b16-8148-5e3d40941d2c · outbound

This paper cites Croci, V.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Croci, V

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.311795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9932e7b-a8fe-49e7-aabe-fe3a718f1582 · outbound

This paper cites Corti, P.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Corti, P

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.294439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 26a7451b-cbc8-4e98-989e-d8580175b821 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 70

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:11.267930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation df0523a4-341f-49e6-9d65-9d0c2d7177f7 · outbound

This paper cites Corti, F.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Corti, F

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.251240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b26edc07-d57a-45ae-8a25-5b3a7dcbce36 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:11.232057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 137290ab-0923-4edd-b049-984c55e3bcf3 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.891568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f50cb8a1-df08-4b22-bf6c-24ae24efc256 · outbound

This paper cites Williams, Probability with Martingales, Cambridge University Press, 1991.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Williams, Probability with Martingales, Cambridge University Press, 1991

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.200446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 54a6c47c-2b88-4f18-b8a3-b950d72ff5e4 · outbound

This paper cites Lindgren, H.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Lindgren, H

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.182002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e3d4f586-0673-4b38-849d-7916fe4b8f27 · outbound

This paper cites Villa, N.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Villa, N

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.163538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8adec7aa-54a7-41f3-9eec-ab5b397e9925 · outbound

This paper cites Mitigating the Influence of the Boundary on PDE-based Covariance Operators.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Mitigating the Influence of the Boundary on PDE-based Covariance Operators

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.910662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 891b9732-ddeb-4613-b650-40b0d2638260 · outbound

This paper cites Bui-Thanh, O.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Bui-Thanh, O

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.146926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b7d51158-c07a-4324-97fa-498510d0aabb · outbound

This paper cites Isaac, N.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Isaac, N

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.130317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f572f150-7ab0-4651-a980-ce6c30eb0631 · outbound

This paper cites Petra, H.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Petra, H

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.112876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8d9802e3-d086-40df-8d5b-5a692585df45 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 81

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:11.097487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9ec9808-5be2-445c-8414-4f60eb01b2cf · outbound

This paper cites Steihaug, Local and superlinear convergence for truncated iterated projections methods, Mathematical Programming 27 (1983) 176–190.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Steihaug, Local and superlinear convergence for truncated iterated projections methods, Mathematical Programming 27 (1983) 176–190

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.081498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dc9ba59a-1317-4a49-9581-3ba6e4aff093 · outbound

This paper cites Nocedal, S.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Nocedal, S

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.065534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bda03627-0aef-4e5c-ae45-b695a9b46552 · outbound

This paper cites Heinkenschloss, Mesh independence for nonlinear least squares problems with norm con- straints, SIAM Journal on Optimization 3 (1) (1993) 81–117.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Heinkenschloss, Mesh independence for nonlinear least squares problems with norm con- straints, SIAM Journal on Optimization 3 (1) (1993) 81–117

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.048468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 087c79b7-7883-46e0-971c-187a6cc9d85b · outbound

This paper cites Tr¨ oltzsch, Optimal control of partial differential equations: theory, methods, and applica- tions, Vol.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Tr¨ oltzsch, Optimal control of partial differential equations: theory, methods, and applica- tions, Vol

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.030137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7d6c7884-9168-48f9-8774-beddde996fa0 · outbound

This paper cites Manzoni, A.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Manzoni, A

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:11.013331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation faa5e05d-623a-4487-917e-2beee4862cfe · outbound

This paper cites Halko, P.-G.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Halko, P.-G

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:10.996457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4a8593dc-280a-4751-b326-46cbfa54524f · outbound

This paper cites Villa, N.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Villa, N

Reference 88

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:10.979322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2146dece-fb82-47c3-8c95-5c6fad5212fa · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 89

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:10.963015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8899f97-63a6-4f7f-a7f1-1cc3e7e1ede9 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-15T21:51:09.975281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a182277-59c9-46d6-99bc-12acfca153d5 · outbound

This paper cites Lawrence, K.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Lawrence, K

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:10.936332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a7b51f18-3f83-4b69-bc5b-d559f128a75a · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 92

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:10.920577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 935e5874-55d2-4181-970b-e2bb24afd941 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:10.904870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a92a4019-639f-400a-b4b4-36566f927a8e · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:10.888161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7c77c7e8-e2da-450a-b412-7627786bbe2e · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 95

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:10.872528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 17f5f309-63c2-4197-9b2e-a0d902279c8b · outbound

This paper cites Wesolowski, P.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Wesolowski, P

Reference 96

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:10.857789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 29cd58eb-9962-4237-8285-11dd80f5f66d · outbound

This paper cites Kaipio, E.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Kaipio, E

Reference 97

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:10.841446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 82071bd0-3131-44d4-9df6-446c08231f41 · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:10.825227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7829bedd-6b8b-4947-ad47-d6d7569fdfbd · outbound

This paper cites Sachs, Applied Statistics: A Handbook of Techniques, Springer Science & Business Media, 2012.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Sachs, Applied Statistics: A Handbook of Techniques, Springer Science & Business Media, 2012

Reference 99

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T21:51:10.809295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 33615666-ba0e-4a8d-91b4-09e7a61f8f4c · outbound

This paper cites an unresolved cited work.

Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology Unresolved cited work

Reference 100

Resolution: unresolved; raw_fallback, observed 2026-08-15T21:51:10.793540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 82ef3032-89f2-4e71-bd98-70dde467598e · inbound

Quasi-Monte Carlo methods for uncertainty quantification of tumor growth modeled by a parametric semi-linear parabolic reaction-diffusion equation cites this paper.

Quasi-Monte Carlo methods for uncertainty quantification of tumor growth modeled by a parametric semi-linear parabolic reaction-diffusion equation Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T15:51:39.491384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11053eb9-08d4-42c8-9b81-cf1f27faf0bc · inbound

Sequential Bayesian parameter-state estimation in dynamical systems with noisy and incomplete observations via a variational framework cites this paper.

Sequential Bayesian parameter-state estimation in dynamical systems with noisy and incomplete observations via a variational framework Predictive Digital Twins with Quantified Uncertainty for Patient-Specific Decision Making in Oncology

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-03T13:18:35.783275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.