Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T04:41:05.012466Z
Paper Citation Record · LEDGER
TumorTwin: A python framework for patient-specific digital twins in oncology
As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2505.00670.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-28T01:45:05.606735Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T12:56:56.899342Z
Reference resolution
53 of 53 outbound references displayed
- verified exact0
- verified fuzzy25
- unresolved27
- parse uncertain1
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f84155bb-8530-424f-ad03-71c1d128847e · outbound
This paper cites Abbasi, S.
TumorTwin: A python framework for patient-specific digital twins in oncology Abbasi, S
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.866090Z
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.
Observation a44e0cff-53a1-4db9-beb4-48c308156020 · outbound
This paper cites Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge.
TumorTwin: A python framework for patient-specific digital twins in oncology Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:41:04.770738Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fc9b5a3-f09c-4415-928a-a0926be38e20 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.842416Z
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.
Observation f6979100-8b0c-4778-b4c1-ad00a2813d05 · outbound
This paper cites Chaudhuri, B.
TumorTwin: A python framework for patient-specific digital twins in oncology Chaudhuri, B
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.824992Z
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.
Observation f2e95860-4bd1-41f0-b5aa-94d602dee117 · outbound
This paper cites Chaudhuri, G.
TumorTwin: A python framework for patient-specific digital twins in oncology Chaudhuri, G
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.807969Z
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.
Observation a1d5a1cd-9a27-45d2-9fca-9c1d4c68436f · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:41:04.789821Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89160bfe-bfc8-4281-834e-9fb7959e9317 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.779943Z
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.
Observation 2a5b80fd-7e3c-4790-94e2-35b218da0b8d · outbound
This paper cites Christenson, C.
TumorTwin: A python framework for patient-specific digital twins in oncology Christenson, C
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.764228Z
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.
Observation 97917a67-695c-4d2d-92b6-a05ba7ff3949 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.748864Z
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.
Observation b830f1b3-9478-4733-9ab1-788bc28b1990 · outbound
This paper cites Ghaffarizadeh, R.
TumorTwin: A python framework for patient-specific digital twins in oncology Ghaffarizadeh, R
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.733758Z
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.
Observation 7b306dd2-4fed-4f55-914d-6e4fe0152c76 · outbound
This paper cites Ghattas and K.
TumorTwin: A python framework for patient-specific digital twins in oncology Ghattas and K
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.716776Z
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.
Observation b7627ae6-ece9-4562-bc2b-74d51bed121d · outbound
This paper cites Hairer, S.
TumorTwin: A python framework for patient-specific digital twins in oncology Hairer, S
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.701026Z
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.
Observation 01140389-c62a-48df-8962-69d58d4243c0 · outbound
This paper cites Hawkins-Daarud, S.
TumorTwin: A python framework for patient-specific digital twins in oncology Hawkins-Daarud, S
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.686085Z
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.
Observation 1ae650e9-d4d2-449b-b289-80c6acc463bb · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.671011Z
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.
Observation a363bb32-895d-4479-8290-8f1a9de75ce1 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.657077Z
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.
Observation 5a17780c-a07f-4a6f-80fe-d60538bf47d1 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.626511Z
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.
Observation 5356f263-8bd9-4f52-9d1a-e01201462905 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.611103Z
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.
Observation 9cb4b0e7-2354-4d85-ae4e-c81ee940ee1d · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.596764Z
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.
Observation 84f8830a-1428-4d31-b02b-7d4c94271e3c · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.580920Z
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.
Observation 3c182d41-0e65-4876-a481-6f0bf87abc6d · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.565555Z
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.
Observation 5e37772a-8c7e-4914-8aeb-781701235123 · outbound
This paper cites Kidger, R.
TumorTwin: A python framework for patient-specific digital twins in oncology Kidger, R
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.551087Z
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.
Observation 679aea25-c43f-4f44-a9b9-1c4f81ac0f55 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.535301Z
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.
Observation 1f7aa5ec-6afd-416e-a4f5-7819586e827e · outbound
This paper cites Laubenbacher, B.
TumorTwin: A python framework for patient-specific digital twins in oncology Laubenbacher, B
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.519203Z
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.
Observation 112af319-1bd0-4af6-a4c0-211d24bc49e0 · outbound
This paper cites Leder, K.
TumorTwin: A python framework for patient-specific digital twins in oncology Leder, K
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.502314Z
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.
Observation cddf438d-d660-4bb6-a880-bc9798088642 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:41:04.880313Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4abbc6eb-1514-4318-9865-693cc54770fd · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.475664Z
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.
Observation 503465d7-2f1f-4175-bfd6-012ed87ca090 · outbound
This paper cites Liang, J.
TumorTwin: A python framework for patient-specific digital twins in oncology Liang, J
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.458624Z
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.
Observation 6a669c8f-527e-4832-b037-ffef30dcffe1 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.443626Z
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.
Observation 9937f10a-e18e-4875-bc9e-e68d11386397 · outbound
This paper cites Lipkova, P.
TumorTwin: A python framework for patient-specific digital twins in oncology Lipkova, P
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.427996Z
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.
Observation b930b3c8-414f-4332-9d85-2f81f3224e0a · outbound
This paper cites Lipkov´ a, B.
TumorTwin: A python framework for patient-specific digital twins in oncology Lipkov´ a, B
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.412178Z
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.
Observation 807f3613-a92f-4a28-98b2-4c3078dab61d · outbound
This paper cites Validating the predictions of mathematical models describing tumor growth and treatment response.
TumorTwin: A python framework for patient-specific digital twins in oncology Validating the predictions of mathematical models describing tumor growth and treatment response
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:41:04.910190Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c2bd7bc-e0d6-473e-8337-7b35c93a9393 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.395862Z
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.
Observation b0e547ce-9cdc-4b5b-aa95-94a2b070a08d · outbound
This paper cites Metzcar, C.
TumorTwin: A python framework for patient-specific digital twins in oncology Metzcar, C
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.380439Z
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.
Observation 0093a4ee-8bd8-46b5-830d-e232e8e73a1c · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.366701Z
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.
Observation dc7e3f72-c54a-484f-8335-1988b5030ac8 · outbound
This paper cites National Academies of Sciences, and Medicine.
TumorTwin: A python framework for patient-specific digital twins in oncology National Academies of Sciences, and Medicine
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.352560Z
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.
Observation c3ed3e40-082a-41ef-b1fa-c58c4768632f · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.336200Z
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.
Observation 7cc93013-d408-4c77-9c85-560e171c2d1d · outbound
This paper cites Newman, J.
TumorTwin: A python framework for patient-specific digital twins in oncology Newman, J
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.319474Z
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.
Observation 0c8315b4-2e76-4db6-af52-cf7aee4a388b · outbound
This paper cites Niarakis, R.
TumorTwin: A python framework for patient-specific digital twins in oncology Niarakis, R
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.302058Z
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.
Observation 174b5fdb-70f3-44ad-9bde-6f935b8353c9 · outbound
This paper cites Quarteroni and A.
TumorTwin: A python framework for patient-specific digital twins in oncology Quarteroni and A
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.287238Z
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.
Observation 7c097aa6-d792-49db-8323-0092c8974a40 · outbound
This paper cites Rohlfing, N.
TumorTwin: A python framework for patient-specific digital twins in oncology Rohlfing, N
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.272849Z
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.
Observation 99fd4824-62cf-47f5-80cd-323ecd81cea1 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.258515Z
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.
Observation a4de6691-e852-48c4-810f-be4c79200e94 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.243374Z
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.
Observation 66fa9ddd-69be-4c9d-94d3-e79eba3794cd · outbound
This paper cites Starruß, W.
TumorTwin: A python framework for patient-specific digital twins in oncology Starruß, W
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T04:41:04.967978Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58d93bd3-c793-44b2-be8e-1e1cefa59bb7 · outbound
This paper cites Stupp, W.
TumorTwin: A python framework for patient-specific digital twins in oncology Stupp, W
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.216707Z
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.
Observation 86240d99-f387-42e5-94cc-1779f3b4973d · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.201075Z
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.
Observation e7ed21d7-f6ab-493e-9c68-c3db2d17e576 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.185240Z
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.
Observation 11c9b9bf-4555-42e6-8253-5103b235e303 · outbound
This paper cites Tisue and U.
TumorTwin: A python framework for patient-specific digital twins in oncology Tisue and U
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.169427Z
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.
Observation 8c03bb7e-f252-46ac-8337-286ce348ffd9 · outbound
This paper cites Tyrrell Rockafellar and J.
TumorTwin: A python framework for patient-specific digital twins in oncology Tyrrell Rockafellar and J
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.152677Z
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.
Observation db4234cb-a73d-46f0-9189-5b348024dd3f · outbound
This paper cites Woodhams, S.
TumorTwin: A python framework for patient-specific digital twins in oncology Woodhams, S
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.136603Z
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.
Observation aca05db8-dfa6-4a14-bd95-78b0e84d4bb2 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.119284Z
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.
Observation f6f136d6-c301-4e7c-be56-08900478ceb8 · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 51
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T04:41:05.102014Z
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.
Observation a4431fad-48ec-4306-95aa-e3f70941e90a · outbound
This paper cites Zahid, A.
TumorTwin: A python framework for patient-specific digital twins in oncology Zahid, A
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T04:41:05.085119Z
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.
Observation 247d2037-fe24-40ac-9801-381a98fcc04d · outbound
This paper cites an unresolved cited work.
TumorTwin: A python framework for patient-specific digital twins in oncology Unresolved cited work
Reference 2022
- Resolution
- parse uncertain
- raw_fallback, observed 2026-08-16T04:41:05.642456Z
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.
Pith citing papers
Observation c7311481-3ce8-44ea-ab36-50c5c0cfe802 · inbound
Integrating Mechanistic and Data-Driven Models for Neurological Disorders through Differentiable Programming cites this paper.
Integrating Mechanistic and Data-Driven Models for Neurological Disorders through Differentiable Programming TumorTwin: A python framework for patient-specific digital twins in oncology
Reference 111
- Resolution
- verified exact
- arxiv_id, observed 2026-07-02T12:56:56.900674Z
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.