Paper Citation Record · LEDGER

Quantum Ensembling Methods for Healthcare and Life Science

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2506.02213.

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

pith.paper-citation-record.v1
2506.02213 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:32:23.214322Z

measured 39 of 39 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.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

39 of 39 outbound references displayed

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verified fuzzy22
unresolved16
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External citation measurements

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Outbound references

Observation 17fef5b1-b88c-4117-a881-221a93b28c23 · outbound

This paper cites Biology and medicine in the landscape of quantum advantages.Journal of the Royal Society Interface, 19(196):20220541, 2022.

Quantum Ensembling Methods for Healthcare and Life Science Biology and medicine in the landscape of quantum advantages.Journal of the Royal Society Interface, 19(196):20220541, 2022

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:27.473183Z

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.

Observation 90a18287-cb87-427d-8c37-1ace362aa50b · outbound

This paper cites Mapping global dynamics of benchmark cre- ation and saturation in artificial intelligence.Nature Communications, 13(1):6793, 2022.

Quantum Ensembling Methods for Healthcare and Life Science Mapping global dynamics of benchmark cre- ation and saturation in artificial intelligence.Nature Communications, 13(1):6793, 2022

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:27.283477Z

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.

Observation 42043799-8512-4caf-9581-b376e4d5d898 · outbound

This paper cites an unresolved cited work.

Quantum Ensembling Methods for Healthcare and Life Science Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:27.120735Z

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.

Observation ac479e91-0775-4d72-8817-2f18d84d0566 · outbound

This paper cites Flother, Gad Getz, Mark Goldsmith, Tanvi Gujarati, Aldo Guzman-Saenz, Dimitrios Iliopoulos, Gavin O.

Quantum Ensembling Methods for Healthcare and Life Science Flother, Gad Getz, Mark Goldsmith, Tanvi Gujarati, Aldo Guzman-Saenz, Dimitrios Iliopoulos, Gavin O

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:26.914167Z

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.

Observation e916187b-efe0-4e4b-bedb-3c2a3707a8e2 · outbound

This paper cites Fl ¨other, Daniel Blankenberg, Maria Demidik, Karl Jansen, Raga Krishnakumar, Rajiv Krishnakumar, Nouamane Laanait, Laxmi Parida, Carl Saab, and Filippo Utro.

Quantum Ensembling Methods for Healthcare and Life Science Fl ¨other, Daniel Blankenberg, Maria Demidik, Karl Jansen, Raga Krishnakumar, Rajiv Krishnakumar, Nouamane Laanait, Laxmi Parida, Carl Saab, and Filippo Utro

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:26.793168Z

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.

Observation 3de6ce7b-a310-4f60-824d-fce12b7725e3 · outbound

This paper cites Quantum computing at the frontiers of biological sciences.Nature Methods, 18, 01 2021.

Quantum Ensembling Methods for Healthcare and Life Science Quantum computing at the frontiers of biological sciences.Nature Methods, 18, 01 2021

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:26.686944Z

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.

Observation 219cf7a0-a9be-4ff1-82a0-6bffe60a06c2 · outbound

This paper cites How can quantum computing be applied in clinical trial design and optimization?Trends Pharmacol.

Quantum Ensembling Methods for Healthcare and Life Science How can quantum computing be applied in clinical trial design and optimization?Trends Pharmacol

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:26.532643Z

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.

Observation 8744444a-8e1a-4223-a6f5-e878412ff95a · outbound

This paper cites Amin, Evgeny Andriyash, Jason Rolfe, Bohdan Kulchyt- skyy, and Roger Melko.

Quantum Ensembling Methods for Healthcare and Life Science Amin, Evgeny Andriyash, Jason Rolfe, Bohdan Kulchyt- skyy, and Roger Melko

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:26.358248Z

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.

Observation 1239715c-852e-46c0-aa98-b1ab737bfc2e · outbound

This paper cites Qboost: Large scale classifier training withadiabatic quantum optimization.

Quantum Ensembling Methods for Healthcare and Life Science Qboost: Large scale classifier training withadiabatic quantum optimization

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:26.187281Z

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.

Observation 1805eed8-0e53-4058-b61c-331a02e5c9a6 · outbound

This paper cites Classification with Quantum Neural Networks on Near Term Processors.

Quantum Ensembling Methods for Healthcare and Life Science Classification with Quantum Neural Networks on Near Term Processors

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:20.167968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93ee0118-7d08-4592-88ad-1b1048946c9e · outbound

This paper cites Supervised learning with quantum-enhanced feature spaces.Nature, 567(7747):209, 2019.

Quantum Ensembling Methods for Healthcare and Life Science Supervised learning with quantum-enhanced feature spaces.Nature, 567(7747):209, 2019

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:25.976565Z

Source-reported events for the cited work

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Observation b384d6e7-70bb-4b04-a383-147d85d9b028 · outbound

This paper cites Machine learning of high dimensional data on a noisy quantum processor.npj Quantum Information, 7(1):161, 2021.

Quantum Ensembling Methods for Healthcare and Life Science Machine learning of high dimensional data on a noisy quantum processor.npj Quantum Information, 7(1):161, 2021

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:25.838596Z

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.

Observation 42f76df6-86d3-4870-8669-ac8cec65f677 · outbound

This paper cites an unresolved cited work.

Quantum Ensembling Methods for Healthcare and Life Science Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:25.646998Z

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.

Observation 10647e10-5bf6-4c4e-9274-a00dd449c0db · outbound

This paper cites The effects of data aggregation in statistical analysis.Geographical Analysis, 8(4):428–438, 1976.

Quantum Ensembling Methods for Healthcare and Life Science The effects of data aggregation in statistical analysis.Geographical Analysis, 8(4):428–438, 1976

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:25.516124Z

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.

Observation e8e7a4ba-ca8d-4d76-88b6-9bf55d5658e0 · outbound

This paper cites Bagging predictors.Machine learning, 24:123–140, 1996.

Quantum Ensembling Methods for Healthcare and Life Science Bagging predictors.Machine learning, 24:123–140, 1996

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:20.781579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce5b40c6-554c-4a6f-814a-e42f42c2da59 · outbound

This paper cites Experiments with a new boosting algorithm.

Quantum Ensembling Methods for Healthcare and Life Science Experiments with a new boosting algorithm

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:20.894347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b64d2129-57c4-4ae4-9de0-6513b777416e · outbound

This paper cites Xgboost: A scalable tree boosting system.

Quantum Ensembling Methods for Healthcare and Life Science Xgboost: A scalable tree boosting system

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:21.012981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dbfddfd-dba3-4a71-bddf-1878e68456d2 · outbound

This paper cites Lightgbm: A highly efficient gradient boosting decision tree.Advances in neural information processing systems, 30, 2017.

Quantum Ensembling Methods for Healthcare and Life Science Lightgbm: A highly efficient gradient boosting decision tree.Advances in neural information processing systems, 30, 2017

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:21.116260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed6c6775-76e7-41cb-b7ff-ee423f117a6e · outbound

This paper cites Catboost: unbiased boosting with categorical features.Advances in neural information processing systems, 31, 2018.

Quantum Ensembling Methods for Healthcare and Life Science Catboost: unbiased boosting with categorical features.Advances in neural information processing systems, 31, 2018

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:21.257101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b369d589-1fed-41c6-a786-0145a400d9f3 · outbound

This paper cites Circuit-centric quantum classifiers.Physical Review A, 101(3):032308, 2020.

Quantum Ensembling Methods for Healthcare and Life Science Circuit-centric quantum classifiers.Physical Review A, 101(3):032308, 2020

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:21.411963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0e08ffa-a103-4493-b9a6-c3b6a25eb8da · outbound

This paper cites Effect of data encoding on the expressive power of variational quantum-machine- learning models.Physical Review A, 103(3):032430, 2021.

Quantum Ensembling Methods for Healthcare and Life Science Effect of data encoding on the expressive power of variational quantum-machine- learning models.Physical Review A, 103(3):032430, 2021

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:25.359583Z

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.

Observation 607af0c2-d6de-4c4b-b7bc-813c78a53169 · outbound

This paper cites Quantum ensembles of quantum classifiers.Scientific reports, 8(1):2772, 2018.

Quantum Ensembling Methods for Healthcare and Life Science Quantum ensembles of quantum classifiers.Scientific reports, 8(1):2772, 2018

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:25.243178Z

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.

Observation c63041e6-2f74-41aa-a8bd-4404d0c24fbf · outbound

This paper cites On quantum ensembles of quantum classifiers.Quantum Machine Intelligence, 2:1–8, 2020.

Quantum Ensembling Methods for Healthcare and Life Science On quantum ensembles of quantum classifiers.Quantum Machine Intelligence, 2:1–8, 2020

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:25.088459Z

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.

Observation d6402bbd-92cb-4d70-824e-f89572ef930c · outbound

This paper cites an unresolved cited work.

Quantum Ensembling Methods for Healthcare and Life Science Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:32:24.998890Z

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.

Observation b0fb6b40-249d-4021-b688-04daed429a8d · outbound

This paper cites Quantum Ensemble for Classification.

Quantum Ensembling Methods for Healthcare and Life Science Quantum Ensemble for Classification

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:32:23.407032Z

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.

Observation 464bce29-83ca-4c1f-b31b-5b8c9e2b4d4a · outbound

This paper cites Supervised- learning guarantee for quantum adaboost.Physical Review Applied, 22(5):054001, 2024.

Quantum Ensembling Methods for Healthcare and Life Science Supervised- learning guarantee for quantum adaboost.Physical Review Applied, 22(5):054001, 2024

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:24.895330Z

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.

Observation eb092f33-85f3-407f-85aa-afdde281ed99 · outbound

This paper cites Quantum fingerprinting.Physical review letters, 87(16):167902, 2001.

Quantum Ensembling Methods for Healthcare and Life Science Quantum fingerprinting.Physical review letters, 87(16):167902, 2001

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:24.712434Z

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.

Observation b1cb7f13-8cef-4ba6-90ff-6896ece8fd55 · outbound

This paper cites How to generate random matrices from the classical compact groups, 2007.

Quantum Ensembling Methods for Healthcare and Life Science How to generate random matrices from the classical compact groups, 2007

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:24.484390Z

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.

Observation 76040dfa-6584-468d-bfcf-436e75295b82 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Quantum Ensembling Methods for Healthcare and Life Science Adam: A Method for Stochastic Optimization

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:22.303295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30aa9c84-2caf-4c1b-80da-e614bcb48964 · outbound

This paper cites Evaluating analytic gradients on quantum hardware.

Quantum Ensembling Methods for Healthcare and Life Science Evaluating analytic gradients on quantum hardware

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:22.392977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 530cb5fa-68be-490c-83e5-72c3e7c43b3e · outbound

This paper cites A desicion-theoretic generalization of on-line learning and an application to boosting.

Quantum Ensembling Methods for Healthcare and Life Science A desicion-theoretic generalization of on-line learning and an application to boosting

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:22.482174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15590fbe-d63c-4d21-a498-b7f522903614 · outbound

This paper cites Boost- ing algorithms as gradient descent.Advances in neural information processing systems, 12, 1999.

Quantum Ensembling Methods for Healthcare and Life Science Boost- ing algorithms as gradient descent.Advances in neural information processing systems, 12, 1999

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:24.309841Z

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.

Observation 22a249ad-ed7d-409f-a0ac-018efb01b13c · outbound

This paper cites Greedy function approximation: a gradient boosting machine.Annals of statistics, pages 1189–1232, 2001.

Quantum Ensembling Methods for Healthcare and Life Science Greedy function approximation: a gradient boosting machine.Annals of statistics, pages 1189–1232, 2001

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:22.650709Z

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Observation f3dc74b8-ff07-4a1e-b5b0-c4239ab10222 · outbound

This paper cites Random forests.Machine learning, 45:5–32, 2001.

Quantum Ensembling Methods for Healthcare and Life Science Random forests.Machine learning, 45:5–32, 2001

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:22.762049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35a776e0-21f1-4c22-88eb-9334f78c2619 · outbound

This paper cites Why do tree- based models still outperform deep learning on typical tabular data? Advances in neural information processing systems, 35:507–520, 2022.

Quantum Ensembling Methods for Healthcare and Life Science Why do tree- based models still outperform deep learning on typical tabular data? Advances in neural information processing systems, 35:507–520, 2022

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:24.124181Z

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.

Observation 992901e5-02ea-4e94-9523-b51246295ebf · outbound

This paper cites Moderated estimation of fold change and dispersion for rna-seq data with deseq2.

Quantum Ensembling Methods for Healthcare and Life Science Moderated estimation of fold change and dispersion for rna-seq data with deseq2

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:23.911693Z

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.

Observation 0a5e90f2-344f-4d2d-92cf-b627b8dde726 · outbound

This paper cites Meta-analysis of tumor-and t cell-intrinsic mechanisms of sensitization to checkpoint inhibition.Cell, 184(3):596–614, 2021.

Quantum Ensembling Methods for Healthcare and Life Science Meta-analysis of tumor-and t cell-intrinsic mechanisms of sensitization to checkpoint inhibition.Cell, 184(3):596–614, 2021

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:23.744846Z

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.

Observation 1e1f2858-5241-4cb2-91ce-1a706afdb426 · outbound

This paper cites A minimal gene set characterizes til specific for diverse tumor antigens across different cancer types.Nature Communications, 16(1):1070, 2025.

Quantum Ensembling Methods for Healthcare and Life Science A minimal gene set characterizes til specific for diverse tumor antigens across different cancer types.Nature Communications, 16(1):1070, 2025

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:32:23.603377Z

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.

Observation 06dcf9a7-450a-4cd4-9c23-664fa4aebacb · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Quantum Ensembling Methods for Healthcare and Life Science UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:32:23.214322Z

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Pith citing papers

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