Pith. sign in

Paper Citation Record · LEDGER

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics

As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2505.21204.

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

pith.paper-citation-record.v1
2505.21204 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:41:45.755792Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

30 of 30 outbound references displayed

  • verified exact16
  • verified fuzzy6
  • unresolved6
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc15ebe5-681a-4fc6-a37b-daad485a1b95 · outbound

This paper cites Pfreundschuh.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Pfreundschuh

Reference 1

Resolution
verified exact
doi, observed 2026-08-07T13:41:47.843283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:43.377526Z digest=sha256:545072c28e92ada2f6fec39dd0e63a6a607612cf54cf53e48f79f0a60e53c67c

Observation fe6de121-c66f-41d3-8cdc-88f554434496 · outbound

This paper cites Pfreundschuh.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Pfreundschuh

Reference 2

Resolution
verified exact
doi, observed 2026-08-07T13:41:47.789854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:43.489401Z digest=sha256:a0cea9665b6269ef023d000778b1fc7038414dea9286245f6d3e4d69e6a6f3d3

Observation b8e0bd8e-c955-4446-a0ff-e0cb5b00ccaf · outbound

This paper cites Dale, and Gary H.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Dale, and Gary H

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:41:50.154314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:43.558069Z digest=sha256:d7de282356d8b1588fe89b7bd2f6364f0d508bb40a935bc44df598420a3edc95

Observation 074192eb-2102-4e18-8b54-ebca2e14d58c · outbound

This paper cites Wunderlich, M.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Wunderlich, M

Reference 4

Resolution
verified exact
doi, observed 2026-08-07T13:41:47.550802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:43.755889Z digest=sha256:b10379df12bc3845c907373d0f6933ea7242c94eb3953541ba6c3d346b312282

Observation 13e8dd62-b5a1-41ae-9658-b767a3ee3b39 · outbound

This paper cites Friberg, Anja Henningsson, Hugo Maas, Laurent Nguyen, and Mats O.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Friberg, Anja Henningsson, Hugo Maas, Laurent Nguyen, and Mats O

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:41:49.884605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:43.854272Z digest=sha256:1763d4d649bc46cb95abd4709f7adcd533f42fb58dae7e37f9f48bb961b9163c

Observation 17558dd7-9af6-47eb-8dd8-3a8fdf56add0 · outbound

This paper cites Friberg and Mats O.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Friberg and Mats O

Reference 6

Resolution
verified exact
doi, observed 2026-08-07T13:41:47.264929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:43.962920Z digest=sha256:35b6682b99989dc63d84d85eb92278ce2cda7da75b972c24d512e170ab9c618c

Observation 5869fb60-bf36-4c1a-9fcd-287f18a646e2 · outbound

This paper cites Garrido, Elena Soto, and Iñaki F.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Garrido, Elena Soto, and Iñaki F

Reference 7

Resolution
verified exact
doi, observed 2026-08-07T13:41:47.086922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:44.100107Z digest=sha256:db4fa6c79ae00c2d3b3ac33c235188de58f084260ad7f1e4769b080e3a203102

Observation e0ef72f9-c96b-45c2-9770-032e848faf75 · outbound

This paper cites Semimechanistic Bone Marrow Exhaus- tion Pharmacokinetic/Pharmacodynamic Model for Chemotherapy-Induced Cumulative Neu- tropenia.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Semimechanistic Bone Marrow Exhaus- tion Pharmacokinetic/Pharmacodynamic Model for Chemotherapy-Induced Cumulative Neu- tropenia

Reference 8

Resolution
verified exact
doi, observed 2026-08-07T13:41:46.994159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:44.149774Z digest=sha256:2f44d730b50122224251f93b801d0172390917901a1124d8ff0a0c47a8eb9bcb

Observation cefec66f-3434-4fe0-91e6-6479741a652d · outbound

This paper cites A biomathematical model of human throm- bopoiesis under chemotherapy.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics A biomathematical model of human throm- bopoiesis under chemotherapy

Reference 9

Resolution
verified exact
doi, observed 2026-08-07T13:41:46.857318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:44.214634Z digest=sha256:36e3a5b2ab4632ae1dd76cc4dae357b571f7e5ecb8ab75ffeec6d27bcbe04093

Observation 6851d151-41ea-40aa-98ec-be0160ed9c0c · outbound

This paper cites Modeling individual time courses of thrombopoiesis during multi-cyclic chemotherapy.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Modeling individual time courses of thrombopoiesis during multi-cyclic chemotherapy

Reference 10

Resolution
verified exact
doi, observed 2026-08-07T13:41:46.744096Z

Source-reported events for the cited work

correction dated 2019-06-04. Source: crossref record 10.1371/journal.pcbi.1007110->10.1371/journal.pcbi.1006775:correction, observed 2026-07-11T03:04:56.378694+00:00. This notice travels one citation hop only.

source=pdf_text observed=2026-08-07T13:41:44.316065Z digest=sha256:e9dd150ce2530f4f9df6d92567dbe584153508cd4366b18f31630a0358f15e2c

Observation 00454017-a62c-4ad8-b8b0-bf922e17b037 · outbound

This paper cites Individual prediction of thrombocytopenia at next chemother- apy cycle: Evaluation of dynamic model performances.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Individual prediction of thrombocytopenia at next chemother- apy cycle: Evaluation of dynamic model performances

Reference 11

Resolution
verified exact
doi, observed 2026-08-07T13:41:46.607545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:44.383232Z digest=sha256:d47f9cc8d961cd86cc23816cc69c761d3557aa08e62791a69b4590b187083853

Observation 3ea1fa2f-54b2-475e-b1e1-f96b20e0dccb · outbound

This paper cites Stewart, and Jimeng Sun.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Stewart, and Jimeng Sun

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:41:49.625696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:44.440367Z digest=sha256:12d448504756df94fd3738fdf0346bcb285f63bf10d2c49f5b114cd16f31369b

Observation 4742fff2-b78d-4c6d-a5ab-229d1bd301cf · outbound

This paper cites Predict- ing Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Predict- ing Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks

Reference 13

Resolution
verified exact
doi, observed 2026-08-07T13:41:46.515547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:44.500234Z digest=sha256:e1100442ce45f782394d72551fe385bfcd938968200422b059126effb2358e22

Observation 807eaecd-2a30-4464-8eae-3e347f1b7e0e · outbound

This paper cites an unresolved cited work.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T13:41:44.613953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:41:44.613953Z digest=sha256:09085e2c23aff96572a3a47de25eff3d9f373c89c87364af630a9f4c6405b989

Observation dc2895b4-6a73-4b0b-a0f4-d47d5620e734 · outbound

This paper cites Universal Differential Equations for Scientific Machine Learning.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Universal Differential Equations for Scientific Machine Learning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T13:41:44.676883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:41:44.676883Z digest=sha256:8888007475d6622bf39f5d7de86e71e19fe260a2db81fd05a4fdb818f31f816a

Observation ac53dddd-51b2-4aae-aa06-c8c7caf83dae · outbound

This paper cites Raissi, P.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Raissi, P

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T13:41:44.768531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:41:44.768531Z digest=sha256:024509e1610321b40d8a4176a397b3a2568bfb338c79a75f41e30e623089bb83

Observation a8845ac3-545d-44db-9507-c3f9dfcfc3f5 · outbound

This paper cites Heyder, Julian Zabbarov, Pascal Iversen, Simon Witzke, Bernhard Y.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Heyder, Julian Zabbarov, Pascal Iversen, Simon Witzke, Bernhard Y

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:41:49.289716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:44.890857Z digest=sha256:df050ebf262ebcc5efdaffa8a20c41efd5af4792d792f23b5706a692d4c646eb

Observation dcc2f678-6a66-439d-9f5e-bf2f27ef198c · outbound

This paper cites Individual modelling of haematotoxicity with NARX neural networks: A knowledge transfer approach.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Individual modelling of haematotoxicity with NARX neural networks: A knowledge transfer approach

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:41:48.989610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:44.962777Z digest=sha256:4c36fa3c5f8b8fe856e96b4c0f85f4c75b43bb9d2300620ed8b24fff35de16f1

Observation 40643827-da94-4b25-be11-c5510ca879bc · outbound

This paper cites Renard, and Katharina Baum.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Renard, and Katharina Baum

Reference 19

Resolution
malformed identifier
no resolver link, observed 2026-08-07T13:41:45.125228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:41:45.125228Z digest=sha256:0252002a68180a103767aa39f435ad5941b7c15852c741d84bebee5f0846510b

Observation aeee6e1b-e37b-4dee-8592-9258e28515e5 · outbound

This paper cites Data-Driven Dis- covery of Feedback Mechanisms in Acute Myeloid Leukaemia: Alternatives to classical models using Deep Nonlinear Mixed Effect modeling and Symbolic Regression.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Data-Driven Dis- covery of Feedback Mechanisms in Acute Myeloid Leukaemia: Alternatives to classical models using Deep Nonlinear Mixed Effect modeling and Symbolic Regression

Reference 20

Resolution
verified exact
doi, observed 2026-08-07T13:41:46.282504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:45.210238Z digest=sha256:a190e350bd686bde6acc9084034f2c0556affb21e1b1f177fe7ebbeec2003310

Observation 5b7a42cb-63e8-4774-8d81-bb1f25e7a6e4 · outbound

This paper cites Siegelmann, B.G.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Siegelmann, B.G

Reference 21

Resolution
metadata mismatch
raw_fallback, observed 2026-08-07T13:41:48.175563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:45.324909Z digest=sha256:696d4997960a19f341a6718dedae93d9a0a8eb97dc7d8411e7814388029fad0f

Observation 5bbf3fa3-1007-4119-8687-d5f8f52032c2 · outbound

This paper cites Predicting chemotherapy-induced thrombotoxicity by NARX neural networks and transfer learning.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Predicting chemotherapy-induced thrombotoxicity by NARX neural networks and transfer learning

Reference 22

Resolution
verified exact
doi, observed 2026-08-07T13:41:46.113022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:45.439703Z digest=sha256:be165ad2899f3d9a22aa0ad41f939cc3c43f590280d2fac8c6d5fa20bb8037a6

Observation 54b6d69f-f98a-421d-af76-e798db05a1fb · outbound

This paper cites an unresolved cited work.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T13:41:48.660840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:45.519617Z digest=sha256:ddf90c55f95028b39b0debc4d266c05d118a83c736ca23cbd098afdef470fd36

Observation 70837a9a-e323-419d-a755-725962960f9a · outbound

This paper cites Non- Negative Universal Differential Equations With Applications in Systems Biology.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Non- Negative Universal Differential Equations With Applications in Systems Biology

Reference 24

Resolution
verified exact
doi, observed 2026-08-07T13:41:45.968830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:45.582264Z digest=sha256:79452856f560f27af7f18a07dfc970e9052934640d532d056e3e1f2d1adfdf90

Observation ebbc07de-7850-4ef5-a680-add9f1434c12 · outbound

This paper cites Python Language Reference, version 3.9.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Python Language Reference, version 3.9

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T13:41:48.423533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:45.634665Z digest=sha256:423da70b4a0be6b9bbe06c6275e8e1d9bdc76a6dd66a7f25cfaf6b1bd8e8ada5

Observation 44ee5dd7-a480-4af7-a8e5-b7df1e8cba91 · outbound

This paper cites an unresolved cited work.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T13:41:45.694393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:41:45.694393Z digest=sha256:57db1b86a73bb99c31bfab3f994ae778c62e95f39a30c9588b9fc6deb97d7e63

Observation 49f30a44-0f1a-473f-bd2f-e60a1feb9898 · outbound

This paper cites Ray: A Distributed Framework for Emerging AI Applications.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics Ray: A Distributed Framework for Emerging AI Applications

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T13:41:45.755792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:41:45.755792Z digest=sha256:029109ac91d9fe31d7f3eff953e5bfc8e27235ba7cf6c53e5cae241d242b91ea

Observation af4ee39f-946f-4755-ac85-24f81e3567f5 · outbound

This paper cites doi: 10.1002/cncr.11882.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics doi: 10.1002/cncr.11882

Reference 2004

Resolution
verified exact
doi, observed 2026-08-07T13:41:47.650681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:43.637140Z digest=sha256:122b98767664c9f2299d2fd33bf687b5287c2a9dd6ae20124c815b18879757ef

Observation afaddccf-93a6-46fd-b254-007491835280 · outbound

This paper cites doi: 10.1016/j.heliyon.2023.e17890.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics doi: 10.1016/j.heliyon.2023.e17890

Reference 2023

Resolution
verified exact
doi, observed 2026-08-07T13:41:46.400692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:45.015733Z digest=sha256:0e3b33c53269a80ef1d67b8774edc97cf6cbdebb402031e3b21a4565d6eee450

Observation 34e9425e-51b8-4bf8-8425-f41814e8f233 · outbound

This paper cites URL http://ascopubs.org/doi/10.1200/JCO.

Developing hybrid mechanistic and data-driven personalized prediction models for platelet dynamics URL http://ascopubs.org/doi/10.1200/JCO

Reference 7755

Resolution
verified exact
doi, observed 2026-08-07T13:41:47.399534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-07T13:41:43.901632Z digest=sha256:bf2582fcc028e2a1d2a0b906c11e75a85cd4ca27e7c6f64cd2fd6683775edcfb

Pith citing papers

No inbound Pith citation observations are available.