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Paper Citation Record · LEDGER

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches

As of 11 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2608.02135.

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

pith.paper-citation-record.v1
2608.02135 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T13:51:09.687486Z

measured 80 of 80 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

80 of 80 outbound references displayed

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External citation measurements

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Outbound references

Observation 966111ab-d041-4ad0-bccc-a8f88889ab76 · outbound

This paper cites Paris Lodron University of Salzburg and Aalborg University in Copenhagen (2020).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Paris Lodron University of Salzburg and Aalborg University in Copenhagen (2020)

Reference 1

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Observation e1b7f68a-ec8d-49a1-853a-aded1d353798 · outbound

This paper cites Journal of the American Heart Association13(19), 031981 (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Journal of the American Heart Association13(19), 031981 (2024)

Reference 2

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source=pdf_text observed=2026-08-04T13:51:03.686813Z digest=sha256:83b71713805bab39e73e7d2d397ff657d69f7b63a695ff9fd348d7d3a5c0e69a

Observation 0084fd0e-5459-4840-b061-7a132e1e4b32 · outbound

This paper cites PhD thesis, University of Pennsylvania (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches PhD thesis, University of Pennsylvania (2023)

Reference 3

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source=pdf_text observed=2026-08-04T13:51:03.777759Z digest=sha256:4023bf7b7e23af017de35634ceb807d5d78c128652bd251300cb9d4a9431df90

Observation 15d89367-85a4-40bd-a11a-297a46c9faef · outbound

This paper cites Digital Medicine10(4), 00013 (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Digital Medicine10(4), 00013 (2024)

Reference 4

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source=pdf_text observed=2026-08-04T13:51:03.834309Z digest=sha256:b8b6bfbdf0da2efc6857747c9025dcd88444d3d9dae12a254554c39ac1915099

Observation 1e73089e-9a95-458a-b97c-6fe561ecfa52 · outbound

This paper cites Bioengineering12(10), 1102 (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Bioengineering12(10), 1102 (2025)

Reference 5

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source=pdf_text observed=2026-08-04T13:51:03.944197Z digest=sha256:68b8897102ccd81ef6bd305751a8d6779c0649638590351acb94a8b4de74780d

Observation 2bc36095-efcc-49bc-8b22-35da2159d888 · outbound

This paper cites Journal of personalized medicine13(10), 1522 (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Journal of personalized medicine13(10), 1522 (2023)

Reference 6

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Observation fd27477e-0b21-45ec-8d38-ec69b6d664e0 · outbound

This paper cites NPJ digital medicine5(1), 126 (2022).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches NPJ digital medicine5(1), 126 (2022)

Reference 7

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source=pdf_text observed=2026-08-04T13:51:04.059432Z digest=sha256:3c0e48a23f3f82e078b5dd7ea01a4eb58c856c5d3daec56217a21a12e214050c

Observation 6b91fe88-cac4-4c4a-9b55-da81aa415fa7 · outbound

This paper cites Cardiovascular Diabetology24(1), 293 (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Cardiovascular Diabetology24(1), 293 (2025)

Reference 8

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source=pdf_text observed=2026-08-04T13:51:04.136690Z digest=sha256:1aaa8334b97bec0cf0ef6a1b2f869f29f961662caa9fa92d1f598f8f1a5b3ec8

Observation 5a4c9db1-a8db-430f-a338-4146db619d95 · outbound

This paper cites Physiological measurement (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Physiological measurement (2025)

Reference 9

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source=pdf_text observed=2026-08-04T13:51:04.226400Z digest=sha256:0ede0f003117a74daee171938be7e889af37112a52b78be8f614acba3158b2c7

Observation 685f821a-baf4-478e-9e8b-f4f89894d282 · outbound

This paper cites Patterns5(8) (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Patterns5(8) (2024)

Reference 10

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source=pdf_text observed=2026-08-04T13:51:04.276569Z digest=sha256:286e5ddd0df8e115a14fb6b6b17cc8690e487c27b0cd07a7e6c757a2f4c8383e

Observation 3398e275-ace8-43f4-b7b4-dc173304c7c2 · outbound

This paper cites Annals of Biomedical Engineering50(6), 615–627 (2022).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Annals of Biomedical Engineering50(6), 615–627 (2022)

Reference 11

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source=pdf_text observed=2026-08-04T13:51:04.323503Z digest=sha256:92340261cf3db943a442a0848a1d30b0e98c5207b7f9f95949f5bec43f2ebbfe

Observation aa21989c-0b84-4416-a56f-b33df81caa26 · outbound

This paper cites Scientific reports 13(1), 8230 (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Scientific reports 13(1), 8230 (2023)

Reference 12

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Observation e1b7114f-a7d3-491a-af99-0e4b228f2d66 · outbound

This paper cites IEEE Reviews in Biomedical 32 Engineering (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches IEEE Reviews in Biomedical 32 Engineering (2024)

Reference 13

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source=pdf_text observed=2026-08-04T13:51:04.465747Z digest=sha256:644ac7d948d00179e1c3f6a51f8a50146addf3dbe12bacb3dba0e239ddd08aff

Observation 449c9229-85fc-4cac-80f5-bbab8b62d0fe · outbound

This paper cites Proceedings of the IEEE94(4), 769–783 (2006).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Proceedings of the IEEE94(4), 769–783 (2006)

Reference 14

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source=pdf_text observed=2026-08-04T13:51:04.537202Z digest=sha256:8bf379129d086f85165b6f5907f6a373b0c09ebb2a23488c7771707e737c6122

Observation da3faaa0-db09-4d4d-bc0c-e7784d7ca33b · outbound

This paper cites Eng6(8), 168 (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Eng6(8), 168 (2025)

Reference 15

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source=pdf_text observed=2026-08-04T13:51:04.574962Z digest=sha256:cdc041dbc87007d0fec453106a5546a2447e03687501e929f9a74c811db29016

Observation 3f57ef44-014f-4c62-80fe-9329f11d3a15 · outbound

This paper cites Computational Mechanics, 1–22 (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Computational Mechanics, 1–22 (2025)

Reference 16

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source=pdf_text observed=2026-08-04T13:51:04.619016Z digest=sha256:c20ad9c6743a107d49cbcbdd92b5249dd1357d445e4f18c56a3e5332c9dc2cd5

Observation 0a76a011-4bc2-48a5-aac4-d7515c6445c8 · outbound

This paper cites an unresolved cited work.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-04T13:51:04.673140Z digest=sha256:58dfc537012740e9551945a3b598205fd5dd7040661f624beb9d3c6178809750

Observation d18d533b-9143-4562-8011-9c5f8c5922fc · outbound

This paper cites IEEE Transactions on Biomedical Engineering67(10), 2754–2764 (2020).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches IEEE Transactions on Biomedical Engineering67(10), 2754–2764 (2020)

Reference 18

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source=pdf_text observed=2026-08-04T13:51:04.797534Z digest=sha256:a527ddb0a435dc7cfd1d31a0327e468479121b4a4cd85b6464d55325b291dec2

Observation f09a4a13-56e3-4c8b-9bea-5a0cfbfd72d2 · outbound

This paper cites Journal of cardiovascular translational research11(2), 80–88 (2018).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Journal of cardiovascular translational research11(2), 80–88 (2018)

Reference 19

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source=pdf_text observed=2026-08-04T13:51:04.917844Z digest=sha256:64fa5c445800a329588b32a1938189510ea5f45c60deb2604df95bca9ad89c6c

Observation 5d2a910f-52bf-491c-a05a-fd8a3ecbdeff · outbound

This paper cites Electronics13(5), 866 (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Electronics13(5), 866 (2024)

Reference 20

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Observation 1ec1d02a-dd58-4367-8f3b-f2da12a8987d · outbound

This paper cites Global Cardiology Science and Practice2015(1), 10 (2015).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Global Cardiology Science and Practice2015(1), 10 (2015)

Reference 21

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source=pdf_text observed=2026-08-04T13:51:05.101160Z digest=sha256:acce63a0cdb53033934df52acdadf8cf19c3e3d27c0e8ef65b7dccd8ee1c1521

Observation 3e29550b-9789-420a-8f0b-168962888f6b · outbound

This paper cites International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering 11(2), 72–84 (2017).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches International Journal of Mathematical, Computational, Physical, Electrical and Computer Engineering 11(2), 72–84 (2017)

Reference 22

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source=pdf_text observed=2026-08-04T13:51:05.242254Z digest=sha256:21c0d3dfd8474f1b3c9820e4a3bcd258d1dba092e205ef1458a5d9dab03e073d

Observation beb23b77-dc4e-4bb2-9718-852a9e216657 · outbound

This paper cites PhD thesis, University of Sheffield (2013).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches PhD thesis, University of Sheffield (2013)

Reference 23

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source=pdf_text observed=2026-08-04T13:51:05.407692Z digest=sha256:8bd685410a717c35b452cc9c9ba6c7b4b9b24ffc92e84387984a6dcdbc896919

Observation 129428dc-bf09-4ca4-a308-c2779b199b85 · outbound

This paper cites Annals of biomedical engineering43(6), 1443–1460 (2015).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Annals of biomedical engineering43(6), 1443–1460 (2015)

Reference 24

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source=pdf_text observed=2026-08-04T13:51:05.504985Z digest=sha256:b274ce785a91f62910a9cc8f2a3185f91cb15aa3d1c68dbc8832f031a378b17b

Observation a57f24d2-baff-4797-a0cb-11debc4ac387 · outbound

This paper cites The Journal of physiology594(23), 6833–6847 (2016) 33.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches The Journal of physiology594(23), 6833–6847 (2016) 33

Reference 25

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source=pdf_text observed=2026-08-04T13:51:05.591564Z digest=sha256:be222e2a89c71f19b222f6b70ada3348c5a39fa4b637bebf2e0b27ec4ee540ff

Observation 66f09baa-9e75-4ac5-a60b-d3a3ea4ef3d2 · outbound

This paper cites Circulation research108(1), 113–128 (2011).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Circulation research108(1), 113–128 (2011)

Reference 26

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source=pdf_text observed=2026-08-04T13:51:05.649956Z digest=sha256:785eefa822f848e3f34cb7a726f7e3b3c8120f6feb77c4efb8740c1d67e2bbae

Observation e2a028d9-f09b-4f37-90f5-019bf8bd77ac · outbound

This paper cites Biomedical engineering online10(1), 33 (2011).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Biomedical engineering online10(1), 33 (2011)

Reference 27

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source=pdf_text observed=2026-08-04T13:51:05.755549Z digest=sha256:aaef125d62734801e13f923be36444d8125d3d91c3da255aad95f9b30dd21f08

Observation b6c0e365-0ccc-4a6a-a27c-7f6e46bc482a · outbound

This paper cites Computers in biology and medicine 42(10), 993–1004 (2012).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Computers in biology and medicine 42(10), 993–1004 (2012)

Reference 28

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source=pdf_text observed=2026-08-04T13:51:05.818531Z digest=sha256:d709cf38ce0bc416fd5af301a8fae38097e6d9b535bb5f3066bc2cfeb802426f

Observation 5c9883bb-db0e-466b-8f0c-c8bf63997194 · outbound

This paper cites Mathematical Biosciences and Engineering21(4), 5838–5862 (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Mathematical Biosciences and Engineering21(4), 5838–5862 (2024)

Reference 29

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source=pdf_text observed=2026-08-04T13:51:05.891861Z digest=sha256:a9d2893a97faa3c31066d5da29ec53893e25c8ad72c3452b5e8a82628747b945

Observation 626e1aa1-021e-44a6-84f9-821419e3d150 · outbound

This paper cites IEEE transactions on medical imaging20(1), 2–5 (2002).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches IEEE transactions on medical imaging20(1), 2–5 (2002)

Reference 30

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source=pdf_text observed=2026-08-04T13:51:05.947421Z digest=sha256:1789bb71abda93a547568f14bde56099edba72109f88879e21b483ba37f88fe5

Observation 5d888dae-fe5a-4084-a810-91410c344e5d · outbound

This paper cites American Journal of Physiology-Heart and Circulatory Physiology327(2), 473–503 (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches American Journal of Physiology-Heart and Circulatory Physiology327(2), 473–503 (2024)

Reference 31

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source=pdf_text observed=2026-08-04T13:51:06.026520Z digest=sha256:5da6d185af741b99507c2921ed77bd37415f7cfcaf763046f5d0b9eac3ff60d1

Observation ba608781-8bed-44c7-bdf7-74487ef0454c · outbound

This paper cites Interface focus1(3), 349–364 (2011).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Interface focus1(3), 349–364 (2011)

Reference 32

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source=pdf_text observed=2026-08-04T13:51:06.123323Z digest=sha256:a2bd8f327c15209fd669592e1e0411740084ab34c6bee4655baea1cbc747a620

Observation 0b56bec7-98d0-4b56-81a4-3299b1655160 · outbound

This paper cites Computer-Aided Design175, 103747 (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Computer-Aided Design175, 103747 (2024)

Reference 33

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source=pdf_text observed=2026-08-04T13:51:06.182731Z digest=sha256:190d878462d5debec3987cd642d8c7d08eae3d2c28652e1d6ace20d872be5805

Observation ddb9893d-fdfa-4fd2-bb13-3d80a1c725d1 · outbound

This paper cites Annual review of biomedical engineering16(1), 53–76 (2014).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Annual review of biomedical engineering16(1), 53–76 (2014)

Reference 34

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source=pdf_text observed=2026-08-04T13:51:06.249626Z digest=sha256:e28596b27f5b997d13f4f281e0c79aa0471a02067eece688a2c3fe5eddfd2ee2

Observation 7ae20e33-ffed-4486-aa23-33d940b46bbd · outbound

This paper cites International journal for numerical methods in biomedical engineering39(3), 3678 (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches International journal for numerical methods in biomedical engineering39(3), 3678 (2023)

Reference 35

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source=pdf_text observed=2026-08-04T13:51:06.323471Z digest=sha256:baa5fd6be623a8679655844e74fe19dc6dbf7fd6eabd1e19dec747565e81295a

Observation 6eaad9ba-a631-41db-828c-b26d886f381e · outbound

This paper cites PhD thesis, Freie Universit¨ at Berlin, Berlin, Germany (2016).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches PhD thesis, Freie Universit¨ at Berlin, Berlin, Germany (2016)

Reference 36

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source=pdf_text observed=2026-08-04T13:51:06.414083Z digest=sha256:e2128016220e630b741b1ab43a2c2d16a949f59486f85f657bf72e924b079e43

Observation 4e96735c-2e18-46cf-a6f5-06d5815c8dd1 · outbound

This paper cites Frontiers in Physiology10, 853 34 (2019).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Frontiers in Physiology10, 853 34 (2019)

Reference 37

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source=pdf_text observed=2026-08-04T13:51:06.502348Z digest=sha256:7515ae05bdd0d81f286e70e4384b9dea39b43ad6763a80569106d6c288302ab6

Observation 519fd496-d817-4ed7-b7e7-a78d5c3eca6a · outbound

This paper cites Frontiers in physics11, 1306210 (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Frontiers in physics11, 1306210 (2023)

Reference 38

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source=pdf_text observed=2026-08-04T13:51:06.585239Z digest=sha256:f06c1b1323d385288357257c2131d64e111854cc4476d6e8a7f047aeeaf2eaf0

Observation aaaf726c-a9e5-4c84-aea4-717022371dc1 · outbound

This paper cites Archives of computational methods in engineering29(5), 2977–3000 (2022).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Archives of computational methods in engineering29(5), 2977–3000 (2022)

Reference 39

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source=pdf_text observed=2026-08-04T13:51:06.663663Z digest=sha256:2cf73a71a412af370ba32f25111889911c334008f6d97a9798fc2aebc1c63028

Observation 9aed3c28-819f-4c41-9b80-d017f3e54c07 · outbound

This paper cites Biophysica5(1), 5 (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Biophysica5(1), 5 (2025)

Reference 40

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no resolver link, observed 2026-08-04T13:51:06.746179Z

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source=pdf_text observed=2026-08-04T13:51:06.746179Z digest=sha256:4f255e8fadb893452aaaee5f69e69783505ac57d8fa7b3474ae07766448b8a86

Observation 576eddcd-7ac3-4d85-a08a-72237060d21e · outbound

This paper cites Cardiovascular Imaging14(1), 41–60 (2021).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Cardiovascular Imaging14(1), 41–60 (2021)

Reference 41

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source=pdf_text observed=2026-08-04T13:51:06.791706Z digest=sha256:547781a74c56595ba23e755a1d74e0f045f51d533742940f9c0071d74e9472f3

Observation b8238613-18e3-40a1-ab1c-d8a85ba606f9 · outbound

This paper cites BMC medical informatics and decision making19(1), 1–15 (2019).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches BMC medical informatics and decision making19(1), 1–15 (2019)

Reference 42

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source=pdf_text observed=2026-08-04T13:51:06.883718Z digest=sha256:ae6648adc699173466df8d9efbe62eab21b390c3e1069ad7cfeea53429fc24e0

Observation 7ac299a3-ff12-4d6a-9572-2e6f29792034 · outbound

This paper cites Heart (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Heart (2025)

Reference 43

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no resolver link, observed 2026-08-04T13:51:06.991148Z

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source=pdf_text observed=2026-08-04T13:51:06.991148Z digest=sha256:b4942010a77b22a4faffd449a00fca2e205936ae57557c14ca7fdb953068c05f

Observation f7bd0dcd-3470-47a4-89df-687b962d963b · outbound

This paper cites Circulation: Cardiovas- cular Imaging10(10), 005614 (2017).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Circulation: Cardiovas- cular Imaging10(10), 005614 (2017)

Reference 44

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no resolver link, observed 2026-08-04T13:51:07.044868Z

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source=pdf_text observed=2026-08-04T13:51:07.044868Z digest=sha256:e2adf47a169d8764d2b8b75cdd5078a8de52c9af47fc4942ea48d16fe968aae4

Observation 7a953036-eebe-44b5-91db-4d1b7126d126 · outbound

This paper cites Journal of the Royal Society Interface18(175), 20200802 (2021).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Journal of the Royal Society Interface18(175), 20200802 (2021)

Reference 45

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no resolver link, observed 2026-08-04T13:51:07.143647Z

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source=pdf_text observed=2026-08-04T13:51:07.143647Z digest=sha256:cb792fa375b2725788e203b2697fa0cab4c90e25620c30bcb8ae0afead28121a

Observation 20dc4323-32d0-4fde-be24-116865a091b1 · outbound

This paper cites International Journal for Numerical Methods in Biomedical Engineering37(7), 3471 (2021).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches International Journal for Numerical Methods in Biomedical Engineering37(7), 3471 (2021)

Reference 46

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no resolver link, observed 2026-08-04T13:51:07.225770Z

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source=pdf_text observed=2026-08-04T13:51:07.225770Z digest=sha256:fb261270b5ae2d64be5c3514c085e649e9a59bc50ee478c607477c1072afecf0

Observation bfcf0262-8f86-4215-989b-5d878f6dc27b · outbound

This paper cites Frontiers Media SA (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Frontiers Media SA (2023)

Reference 47

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no resolver link, observed 2026-08-04T13:51:07.277219Z

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source=pdf_text observed=2026-08-04T13:51:07.277219Z digest=sha256:0af1df53d0a391b65ac3e7c58d87b17ad0132a0711a9fca3251d72fda6d0d34e

Observation 01c3e38e-64fc-4e5a-91cd-894eda47ebe7 · outbound

This paper cites Journal of biomedical informatics121, 103876 (2021).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Journal of biomedical informatics121, 103876 (2021)

Reference 48

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no resolver link, observed 2026-08-04T13:51:07.367869Z

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source=pdf_text observed=2026-08-04T13:51:07.367869Z digest=sha256:0ece825501efabbb792f4824fa661a23948a1d6c1f014491342f5958683b38f0

Observation 26894b3c-8138-4ac7-8422-48e26c7bb9e3 · outbound

This paper cites Sensors23(3), 1161 (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Sensors23(3), 1161 (2023)

Reference 49

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no resolver link, observed 2026-08-04T13:51:07.441133Z

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source=pdf_text observed=2026-08-04T13:51:07.441133Z digest=sha256:1939a9bfbb4dcffd401efc26470cdc391bdccedf87705f425c77d0e203726f11

Observation 32167e0e-0ea4-4d21-94ae-3e3f606f4635 · outbound

This paper cites Electronics14(14), 2906 (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Electronics14(14), 2906 (2025)

Reference 50

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no resolver link, observed 2026-08-04T13:51:07.512165Z

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source=pdf_text observed=2026-08-04T13:51:07.512165Z digest=sha256:545773d12170a934ac31b17c57c7767aa61e473c63134f34621826da76a7ed80

Observation 4831344b-3869-4714-85fa-a5a88cbced38 · outbound

This paper cites Journal of the Royal Society Interface22(224), 20240774 (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Journal of the Royal Society Interface22(224), 20240774 (2025)

Reference 51

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no resolver link, observed 2026-08-04T13:51:07.604948Z

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source=pdf_text observed=2026-08-04T13:51:07.604948Z digest=sha256:b0837a06dc4b208e36584feefae53a8a010ac5769a68492c48e8e65e9cb17982

Observation 94cccc57-8935-401e-aafb-4bb5e4a519a8 · outbound

This paper cites ACM Transactions on Management Information Systems14(1), 1–29 (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches ACM Transactions on Management Information Systems14(1), 1–29 (2023)

Reference 52

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no resolver link, observed 2026-08-04T13:51:07.707381Z

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source=pdf_text observed=2026-08-04T13:51:07.707381Z digest=sha256:3550bf4fe7c9dd2b34c88231202a4a442aebaccb7d5d39cfd7e8c0443b49d5b6

Observation 2b985251-eb83-4abc-8ffb-3ddcec2ded21 · outbound

This paper cites an unresolved cited work.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Unresolved cited work

Reference 53

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no resolver link, observed 2026-08-04T13:51:07.810463Z

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source=pdf_text observed=2026-08-04T13:51:07.810463Z digest=sha256:2c4313e17f8a01529329cd5611bebf77ed741abe9691efb6e6444948594cc020

Observation c5232592-9254-4265-a214-4c3456c85ba8 · outbound

This paper cites Computers in biology and medicine166, 107513 (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Computers in biology and medicine166, 107513 (2023)

Reference 54

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no resolver link, observed 2026-08-04T13:51:07.872113Z

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source=pdf_text observed=2026-08-04T13:51:07.872113Z digest=sha256:da2ce0ba2c1429585ac29871b3043f0812ec68ec811f3a50b7d5eccf7e68270f

Observation a496e250-0bd4-4fc9-a199-0a4e871dcd06 · outbound

This paper cites Computers in Biology and Medicine189, 109959 (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Computers in Biology and Medicine189, 109959 (2025)

Reference 55

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no resolver link, observed 2026-08-04T13:51:07.975535Z

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source=pdf_text observed=2026-08-04T13:51:07.975535Z digest=sha256:4ae99b230575ad47eb567a12a7c03c71a83032e7c5eabf742e57addaf5138275

Observation df8082fe-764e-4cb3-a99f-e8b47cc75f6a · outbound

This paper cites Biomolecules10(11), 1526 (2020).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Biomolecules10(11), 1526 (2020)

Reference 56

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no resolver link, observed 2026-08-04T13:51:08.058344Z

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source=pdf_text observed=2026-08-04T13:51:08.058344Z digest=sha256:0c51f9e1d2068ee272a26d3a69adeb1627a383c0e868b4d3f63b5e9f7bf0f603

Observation 16568f0c-e9d4-400f-9e15-c46866ba1887 · outbound

This paper cites Journal of Computational physics378, 686–707 (2019).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Journal of Computational physics378, 686–707 (2019)

Reference 57

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no resolver link, observed 2026-08-04T13:51:08.138040Z

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source=pdf_text observed=2026-08-04T13:51:08.138040Z digest=sha256:ca03118f271305ac17f8b90d502cf7969c499e0938b05bb2fd78436793471f83

Observation b8e89a3c-4918-49a7-9f4e-03e79c3ade9b · outbound

This paper cites Nature Reviews Physics3(6), 422–440 (2021).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Nature Reviews Physics3(6), 422–440 (2021)

Reference 58

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no resolver link, observed 2026-08-04T13:51:08.230022Z

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source=pdf_text observed=2026-08-04T13:51:08.230022Z digest=sha256:8f100314a904cd563decfd688398cc90e1e85d31b7bd029f582df22e20daf0b2

Observation cdc30ddb-499b-4b63-83bf-90f9a255b140 · outbound

This paper cites An Expert's Guide to Training Physics-informed Neural Networks.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches An Expert's Guide to Training Physics-informed Neural Networks

Reference 59

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source=pdf_text observed=2026-08-04T13:51:08.298359Z digest=sha256:7b33f3f3a329e35550ea27ac5692515881e729b4b625e796441510394b5bc7a2

Observation 9a955d83-b15b-4571-8976-a03a6e2ebcfd · outbound

This paper cites Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications

Reference 60

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source=pdf_text observed=2026-08-04T13:51:08.362826Z digest=sha256:ca62451b225d443b979bc209c48196d8599562130dc05276f2c0e753f4bba956

Observation 49a6ebf5-b5b8-4129-bf83-a03af6eb3940 · outbound

This paper cites Physics of Fluids33(7) 36 (2021).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Physics of Fluids33(7) 36 (2021)

Reference 61

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no resolver link, observed 2026-08-04T13:51:08.454519Z

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source=pdf_text observed=2026-08-04T13:51:08.454519Z digest=sha256:837dc66453e387c1c953261ac0056eb7c679786e610f55f1facbb8fab8f3509a

Observation 8b8a3bdb-e24d-488d-aae6-613cab698398 · outbound

This paper cites AI5(3), 1534–1557 (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches AI5(3), 1534–1557 (2024)

Reference 62

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no resolver link, observed 2026-08-04T13:51:08.516616Z

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source=pdf_text observed=2026-08-04T13:51:08.516616Z digest=sha256:0fe33e9465dc8b3704806df112dd3b5f807022fc039afb247836aeda64ddf8df

Observation 87d43d32-ff84-4b23-be3f-b2f08cbbbb20 · outbound

This paper cites IEEE Transactions on Power Systems38(1), 572–588 (2022).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches IEEE Transactions on Power Systems38(1), 572–588 (2022)

Reference 63

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unresolved
no resolver link, observed 2026-08-04T13:51:08.570066Z

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source=pdf_text observed=2026-08-04T13:51:08.570066Z digest=sha256:c3d040db3b5cead79776489569c0ffdac52c4fee9a902f68df2f03bfceebff7b

Observation afc6d5c6-111e-4402-abca-baa7c2518985 · outbound

This paper cites Energies16(5), 2343 (2023).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Energies16(5), 2343 (2023)

Reference 64

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no resolver link, observed 2026-08-04T13:51:08.632470Z

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source=pdf_text observed=2026-08-04T13:51:08.632470Z digest=sha256:7d1719004e096ac556e71b907e7c7a382e74fbbcebcca299e0016984feb5a2e7

Observation f84ed295-7a61-4ef4-a2cb-4bf32f5e9be2 · outbound

This paper cites Proceedings of the Royal Society A480(2283), 20230655 (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Proceedings of the Royal Society A480(2283), 20230655 (2024)

Reference 65

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no resolver link, observed 2026-08-04T13:51:08.722137Z

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source=pdf_text observed=2026-08-04T13:51:08.722137Z digest=sha256:5ae8fbd120edd386883197690c893d940e1724640d1d7d2df52542be4c732ed4

Observation f45096d3-7fb6-4fd2-aa8d-87c16a5bb0d9 · outbound

This paper cites Fluids7(6), 197 (2022).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Fluids7(6), 197 (2022)

Reference 66

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no resolver link, observed 2026-08-04T13:51:08.807119Z

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source=pdf_text observed=2026-08-04T13:51:08.807119Z digest=sha256:fb0c057a7a82cc8fab7e51ecc7b92c2d395f5ca0b98939203d1a46614d20f403

Observation 0cf3e07b-7582-4f21-ab24-752878838036 · outbound

This paper cites an unresolved cited work.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Unresolved cited work

Reference 67

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source=pdf_text observed=2026-08-04T13:51:08.879330Z digest=sha256:4aa14281ec0594d224d326bcf137d19f0277c8baafccc37b3639385ef17cc9a7

Observation d933999c-9767-471b-a674-4e50d6ea5b11 · outbound

This paper cites IEEE transactions on medical imaging41(9), 2285–2303 (2022).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches IEEE transactions on medical imaging41(9), 2285–2303 (2022)

Reference 68

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no resolver link, observed 2026-08-04T13:51:08.928037Z

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source=pdf_text observed=2026-08-04T13:51:08.928037Z digest=sha256:8a27866025a654bd79c6abbc7296153ea7ee4413cd665714e8d64c2c878d3476

Observation 86b9e235-4a98-4d7d-a9ad-3ea9c2d43c0d · outbound

This paper cites PET clinics21(1), 153–167 (2026).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches PET clinics21(1), 153–167 (2026)

Reference 69

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no resolver link, observed 2026-08-04T13:51:08.985551Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T13:51:08.985551Z digest=sha256:33bfff56d564498f05310b0d87a6c10e6485b1f900d7aa607c01568978e48f42

Observation ce1b164f-76d5-4541-abfd-6fa076f28555 · outbound

This paper cites Physics-Informed Neural Operators for Cardiac Electrophysiology.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Physics-Informed Neural Operators for Cardiac Electrophysiology

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-04T13:51:09.046701Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-04T13:51:09.046701Z digest=sha256:79a6a278a6c53ba1bc6c93007faed99211121f22e2f34051cb3432e3193001da

Observation 7d138a69-3437-492d-a779-bd87e0130afd · outbound

This paper cites Frontiers in Cardiovascular Medicine8, 768419 (2022).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Frontiers in Cardiovascular Medicine8, 768419 (2022)

Reference 71

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unresolved
no resolver link, observed 2026-08-04T13:51:09.099463Z

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source=pdf_text observed=2026-08-04T13:51:09.099463Z digest=sha256:51248c06a9ea01f1f226873e32e0d741afc942d81396ffba906703c0b909bdd8

Observation 215d669f-b808-43fd-a03c-cb1ef8018fe4 · outbound

This paper cites Machine Learning for Computational Science and Engineering1(1), 20 (2025).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Machine Learning for Computational Science and Engineering1(1), 20 (2025)

Reference 72

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unresolved
no resolver link, observed 2026-08-04T13:51:09.132220Z

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source=pdf_text observed=2026-08-04T13:51:09.132220Z digest=sha256:24c93c34fac4c3c69663b56880bb67c044e612fc1519d08f4f786dea8a7e81f7

Observation 6c7c61c6-a5fd-4063-b8c2-c73777a5ed2e · outbound

This paper cites Frontiers in genetics12, 652907 (2021).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Frontiers in genetics12, 652907 (2021)

Reference 73

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no resolver link, observed 2026-08-04T13:51:09.203498Z

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source=pdf_text observed=2026-08-04T13:51:09.203498Z digest=sha256:a590c2b3c9da291537aa71a4de6ebbd61f64cd8819a4246c85708150fdb44bb0

Observation 1ac8ec4e-16c8-4752-a005-92f12ca02fe8 · outbound

This paper cites IEEE Access12, 15145–15170 (2024) 37.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches IEEE Access12, 15145–15170 (2024) 37

Reference 74

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no resolver link, observed 2026-08-04T13:51:09.263446Z

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source=pdf_text observed=2026-08-04T13:51:09.263446Z digest=sha256:90d61ee22e42bd6ef9bd93b1b3d2b5cddef276ca7a01ddf09cab0848aa1a5673

Observation 6099dfcc-02f3-43db-8a87-37263d76b794 · outbound

This paper cites Data-Centric Engineering3, 24 (2022).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Data-Centric Engineering3, 24 (2022)

Reference 75

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unresolved
no resolver link, observed 2026-08-04T13:51:09.347502Z

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source=pdf_text observed=2026-08-04T13:51:09.347502Z digest=sha256:1936cfbc803e1d353417449ea4908ce838ce11d6fd88c5bde66abc873e50c10b

Observation ac6ac4dc-25c2-44ac-b7c5-311ecf429a3f · outbound

This paper cites In: 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), pp.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches In: 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), pp

Reference 76

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no resolver link, observed 2026-08-04T13:51:09.382310Z

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source=pdf_text observed=2026-08-04T13:51:09.382310Z digest=sha256:c3da770f100bc80a8e1904c38ece311e51671eda592d62a599e9e0787cfadfd5

Observation 1c8361c7-dd51-4c98-8e0e-acccc8194e46 · outbound

This paper cites Tsinghua Science and Technology27(4), 692–708 (2021).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Tsinghua Science and Technology27(4), 692–708 (2021)

Reference 77

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unresolved
no resolver link, observed 2026-08-04T13:51:09.455399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T13:51:09.455399Z digest=sha256:a1afcb7b01f38f0252278081e5f18117742d9592e9edd4228b4578a1d8b7215d

Observation 4c64738c-59d0-4d4b-8585-d0d31d070026 · outbound

This paper cites Advances in Neural Information Processing Systems33, 17009–17021 (2020).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Advances in Neural Information Processing Systems33, 17009–17021 (2020)

Reference 78

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no resolver link, observed 2026-08-04T13:51:09.546802Z

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source=pdf_text observed=2026-08-04T13:51:09.546802Z digest=sha256:5aa781722aa0685ca251a2e27f3d8606ae0ef29be8a7253593866d1d85d4e13f

Observation f792514f-63be-4a33-ae7d-517198a11e44 · outbound

This paper cites Advances in Neural Information Processing Systems37, 5757–5788 (2024).

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches Advances in Neural Information Processing Systems37, 5757–5788 (2024)

Reference 79

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no resolver link, observed 2026-08-04T13:51:09.622021Z

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source=pdf_text observed=2026-08-04T13:51:09.622021Z digest=sha256:bff16a732be40704ac93e63b9aef56dd9254957b8ada06757011e01d29a0211e

Observation c3899d14-34a4-4a46-b2b6-5e93fe57d7e1 · outbound

This paper cites NPJ digital medicine3(1), 119 (2020) 38.

Cardiovascular Digital Twins from Physics Based to Data Driven Approaches NPJ digital medicine3(1), 119 (2020) 38

Reference 80

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no resolver link, observed 2026-08-04T13:51:09.687486Z

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source=pdf_text observed=2026-08-04T13:51:09.687486Z digest=sha256:dd5287542800ef00ab4524f5a65ed9a0687bdcef1d5cda15a9131f160f7fc1cb

Pith citing papers

No inbound Pith citation observations are available.