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Paper Citation Record · LEDGER

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention

As of 22 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2607.21403.

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

pith.paper-citation-record.v1
2607.21403 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T07:35:57.706643Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

59 of 59 outbound references displayed

  • verified exact1
  • verified fuzzy0
  • unresolved57
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db4a3288-5457-417f-8280-b1b62ef03077 · outbound

This paper cites Frontiers of Information Technology & Electronic Engineering , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Frontiers of Information Technology & Electronic Engineering , volume=

Reference 1

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Observation 657ca232-0080-4be4-a099-c29708987d81 · outbound

This paper cites International conference on machine learning , pages=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention International conference on machine learning , pages=

Reference 2

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source=arxiv_source observed=2026-08-01T07:35:53.415418Z digest=sha256:7af25431709dff38eebcb67ef197e6c356f1a78c2f84464672cfff7630cadd86

Observation 0a0ed88c-1989-4e5f-8075-d76db9071002 · outbound

This paper cites arXiv preprint arXiv:2403.02682 , year=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention arXiv preprint arXiv:2403.02682 , year=

Reference 3

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Observation 6c69bfa5-f1d3-47ee-bd37-6ca03b27974c · outbound

This paper cites Journal of personalized medicine , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Journal of personalized medicine , volume=

Reference 4

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Observation 741ddc12-af45-4112-8f61-bea6d2cc6be2 · outbound

This paper cites 2018 , publisher=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention 2018 , publisher=

Reference 5

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Observation 1ce91419-8fda-442d-9b52-ea6e2ab9f8f5 · outbound

This paper cites an unresolved cited work.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Unresolved cited work

Reference 6

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Observation 75611a9a-64a3-423c-804e-a039d41661eb · outbound

This paper cites Personalized.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Personalized

Reference 7

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Observation 0d9948b9-4f50-461b-b2e5-97109b8b67af · outbound

This paper cites Efficacy of contextually tailored suggestions for physical activity: a micro-randomized optimization trial of.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Efficacy of contextually tailored suggestions for physical activity: a micro-randomized optimization trial of

Reference 8

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Observation e4e00547-1eb4-40e1-8073-f3aefc707291 · outbound

This paper cites arXiv preprint arXiv:2509.13499 , year=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention arXiv preprint arXiv:2509.13499 , year=

Reference 9

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Observation d71bbcf5-e0c1-41a3-a526-987fe2afa918 · outbound

This paper cites Annals of Behavioral Medicine , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Annals of Behavioral Medicine , volume=

Reference 10

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Observation bb362db6-55e5-4e4f-ab37-d9fd8d2fcb9f · outbound

This paper cites International conference on machine learning , pages=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention International conference on machine learning , pages=

Reference 11

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source=arxiv_source observed=2026-08-01T07:35:54.513247Z digest=sha256:4831621739acca0b04380675ed8101a61080248b82c68e87951c1ba6fdd65def

Observation 2a86d3b9-7e77-4ae3-981e-d0160d17886d · outbound

This paper cites Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models

Reference 12

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Observation c5a7ac5c-6d7e-4a08-b90d-aae14bd6a174 · outbound

This paper cites MiWaves Reinforcement Learning Algorithm.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention MiWaves Reinforcement Learning Algorithm

Reference 13

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source=arxiv_source observed=2026-08-01T07:35:54.667403Z digest=sha256:c25c256aac03183a6e6a54cc8ead037235cd0e5f114285e06cda67e9f025c7e9

Observation 45e2dcea-6c5f-41ae-98d6-9f359b56f6ab · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 14

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Observation 9d4346a3-af50-474e-89f9-07d5b1eae9af · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Advances in Neural Information Processing Systems , volume=

Reference 15

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source=arxiv_source observed=2026-08-01T07:35:54.847129Z digest=sha256:7d49c56f94641da0e671a076e83d190a0ba3191f7e11d592d0299a01818cce09

Observation 65ede180-a707-4a65-a1da-19aeadcf0919 · outbound

This paper cites International Conference on Artificial Intelligence and Statistics , pages=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention International Conference on Artificial Intelligence and Statistics , pages=

Reference 16

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source=arxiv_source observed=2026-08-01T07:35:54.988465Z digest=sha256:d18893c156a7b6270ae735b6a577ca367735390dd768b609cad132bf395a403e

Observation ae488671-e961-4284-afe3-15e33ee8925b · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 17

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source=arxiv_source observed=2026-08-01T07:35:55.041750Z digest=sha256:5df9042a86991d518f63911de2006c6b37f5508bd02130454b516bc0af49045a

Observation 73e8c4ec-c2e1-473e-822a-378e80d73313 · outbound

This paper cites Towards Data-Driven Offline Simulations for Online Reinforcement Learning.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Towards Data-Driven Offline Simulations for Online Reinforcement Learning

Reference 18

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source=arxiv_source observed=2026-08-01T07:35:55.088820Z digest=sha256:fd7715d7c304db2d864caa2abbaa3768903c8152de327f77d2502905b48a1517

Observation 219211d1-6c28-4802-9b02-592b856f738e · outbound

This paper cites No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention No More Pesky Hyperparameters: Offline Hyperparameter Tuning for RL

Reference 19

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Observation 0d67412f-ca12-4a31-83a5-d446ae689f1d · outbound

This paper cites Modeling engagement with a digital behavior change intervention (.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Modeling engagement with a digital behavior change intervention (

Reference 20

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source=arxiv_source observed=2026-08-01T07:35:55.198045Z digest=sha256:36af986bde6fc13dd3a41d36d653e678f12bd030ce1bb61937923f24de19547c

Observation 40de75a6-7b63-4829-b64c-43fb8b1a35ef · outbound

This paper cites Operations Research , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Operations Research , volume=

Reference 21

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Observation 81513b3b-16e7-48b4-afd1-02802bbab14e · outbound

This paper cites Journal of the American Medical Informatics Association , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Journal of the American Medical Informatics Association , volume=

Reference 22

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source=arxiv_source observed=2026-08-01T07:35:55.302083Z digest=sha256:f0950a9e644d222f39aa9af497ec366f9d0d570b1db54b78246d4197d7b66638

Observation 85594047-0a91-45fa-bc74-e3cde165e195 · outbound

This paper cites RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data

Reference 23

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Observation 7cdfa2ee-e5d3-48c9-bd4c-99b4b40686a9 · outbound

This paper cites Scaling Wearable Foundation Models.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Scaling Wearable Foundation Models

Reference 24

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source=arxiv_source observed=2026-08-01T07:35:55.405507Z digest=sha256:d4a2f7f4d73df4e7fc2a3ad2eec4ffa39561c0870894173c7b48dd9a6ceaa2a8

Observation 02a594ed-3eb6-49e9-af51-21c5673d7f85 · outbound

This paper cites an unresolved cited work.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-01T07:35:55.466930Z digest=sha256:0ae3f8394deec238fdd33b710ee0eeaf64694945ed7504e3f506b79b69ad1089

Observation 5ff8ad55-108f-4e14-9a0f-fa8652fc5a65 · outbound

This paper cites Boosting Data Analytics With Synthetic Volume Expansion.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Boosting Data Analytics With Synthetic Volume Expansion

Reference 26

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source=arxiv_source observed=2026-08-01T07:35:55.517850Z digest=sha256:0e2ff579cf317df1bfb6f7a0dc51831d2d88dcc24c39e3242d1dbed56f0575b2

Observation e6177ea6-7ec3-41d3-8cc9-84bccfd57ffe · outbound

This paper cites arXiv preprint arXiv:2405.02358 , year=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention arXiv preprint arXiv:2405.02358 , year=

Reference 27

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Observation 31fbf387-8f32-48bb-8642-24d801ff51fa · outbound

This paper cites arXiv preprint arXiv:2602.16570 , year=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention arXiv preprint arXiv:2602.16570 , year=

Reference 28

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Observation 47ef9292-21ac-4ec4-93ed-68a13d37006f · outbound

This paper cites International Conference on Learning Representations , year=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention International Conference on Learning Representations , year=

Reference 29

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source=arxiv_source observed=2026-08-01T07:35:55.673138Z digest=sha256:3eb5cde7e2ff7f3ddea2214b589aec59c9718e4b9d2afc6eac84940bb25bd9a9

Observation 71a369e6-0777-4a2e-bcb3-edb7f99cbbb3 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Advances in Neural Information Processing Systems , volume=

Reference 30

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no resolver link, observed 2026-08-01T07:35:55.711947Z

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Observation 19169c47-3248-40b3-bd03-1f6adc7a6b44 · outbound

This paper cites Journal of Machine Learning Research , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Journal of Machine Learning Research , volume=

Reference 31

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Observation 9286f6e4-a224-400f-99c1-f74d6241c352 · outbound

This paper cites 2024 , doi =.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention 2024 , doi =

Reference 32

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Observation 7dceaf9a-b23b-470e-b052-011edf78d887 · outbound

This paper cites and Sacks, Michael S.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and Sacks, Michael S

Reference 33

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Observation e6044a63-dc64-4ef3-b31d-c1134979f28f · outbound

This paper cites and Barto, Andrew G.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and Barto, Andrew G

Reference 34

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Observation b5be2f04-41fa-49f6-8085-ab405057686b · outbound

This paper cites Bandit Algorithms , publisher =.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Bandit Algorithms , publisher =

Reference 35

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Observation 7079e6ac-ba73-4b07-931f-44ba70aa92cb · outbound

This paper cites and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , title =.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , title =

Reference 36

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source=arxiv_source observed=2026-08-01T07:35:55.923169Z digest=sha256:5e2649048f5447e9e0b5f37aed1651ebe7c8b59c3a5239d8297fe92836809cc3

Observation 9f51658e-fb6b-4d1f-aea5-7713f2591dee · outbound

This paper cites an unresolved cited work.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Unresolved cited work

Reference 37

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T07:35:55.989269Z digest=sha256:555df8abbf37737f03495a04751b6a0d38e560a3ac7249b35c2d59ccd11dd6d9

Observation 10209410-b54b-423d-933f-4ebb5a665d2c · outbound

This paper cites and O'Hagan, Anthony , title =.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and O'Hagan, Anthony , title =

Reference 38

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source=arxiv_source observed=2026-08-01T07:35:56.069519Z digest=sha256:b066aacb4e554117c9921487decdc7c29c8a4089a50ac3b8c0f00acd6100868a

Observation 7373feb6-a4c9-415f-975a-928de10995cc · outbound

This paper cites Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Generative AI-Driven Human Digital Twin in IoT-Healthcare: A Comprehensive Survey

Reference 39

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source=arxiv_source observed=2026-08-01T07:35:56.130822Z digest=sha256:9d3fe92d7220fa03c4b129c1327d4f593f77d24140df94b35bd1d82dedafae88

Observation f5b450d1-4b99-45ad-808c-29a2c80146fb · outbound

This paper cites and Zhang, Kelly W.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and Zhang, Kelly W

Reference 40

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T07:35:56.187692Z digest=sha256:10acd97ea9e99ba8359a2ad7fbf775ef02b51fc51eed2f3e8f5a1aee28231070

Observation fe85156d-016c-4cff-bfdb-dd26c0c8a20b · outbound

This paper cites Oralytics Reinforcement Learning Algorithm.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Oralytics Reinforcement Learning Algorithm

Reference 41

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no resolver link, observed 2026-08-01T07:35:56.236304Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T07:35:56.236304Z digest=sha256:1aeab3344a0ca0178624b422ef7b51c45a109281f3ddf4b3495e8ff2eba382f1

Observation 7fe74a57-a440-4a24-822f-2a67e4d373a7 · outbound

This paper cites and Ghosh, Susobhan and Guo, Yongyi and Gao, Daiqi and Xu, Ziping and Nahum-Shani, Inbal and Murphy, Susan A.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and Ghosh, Susobhan and Guo, Yongyi and Gao, Daiqi and Xu, Ziping and Nahum-Shani, Inbal and Murphy, Susan A

Reference 42

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verified exact
doi, observed 2026-08-01T07:38:57.676152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-01T07:35:56.298243Z digest=sha256:94c1ad945c27e997427d4093dc869cffee723f08a1674087a0968db28b7a5ee9

Observation 4090b72f-d22d-45f6-8a10-f98963f3bd4c · outbound

This paper cites and Gullapalli, Bhanu Teja and Gao, Daiqi and Marlin, Benjamin M.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and Gullapalli, Bhanu Teja and Gao, Daiqi and Marlin, Benjamin M

Reference 43

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no resolver link, observed 2026-08-01T07:35:56.382267Z

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source=arxiv_source observed=2026-08-01T07:35:56.382267Z digest=sha256:eefdde0f725e3f11b8d40f3641966ae2f686b5fbf0685d535cdb0fd18ef0a3c6

Observation 3e6751b4-4e19-4c10-bb06-7c567eb8abec · outbound

This paper cites and Gazi, Asim H.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and Gazi, Asim H

Reference 44

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Source-reported events for the cited work

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source=arxiv_source observed=2026-08-01T07:35:56.450905Z digest=sha256:8716163f33c0ff46f94467f771117274598002507ad72530681eb21a0f820849

Observation a086911f-6694-435c-800e-c6637ca6b5dc · outbound

This paper cites , journal=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention , journal=

Reference 45

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no resolver link, observed 2026-08-01T07:35:56.512143Z

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source=arxiv_source observed=2026-08-01T07:35:56.512143Z digest=sha256:a275e8e4ec674712a02a4d1b4bd6d9d3d5ab9b0ed9f7fd9816f7c0f6b79f1ad5

Observation 0542c36a-6a4a-4563-8deb-678681e73a33 · outbound

This paper cites Biometrika , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Biometrika , volume=

Reference 46

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source=arxiv_source observed=2026-08-01T07:35:56.562652Z digest=sha256:4a13f0be6bed4957a3ebf9551f4e882bdb0faebfb1dbd87ff2e18b2c82dcb4c6

Observation b4b5a404-9b6c-4b44-a3d6-6a44a8216743 · outbound

This paper cites and Van Roy, Benjamin and Kazerouni, Abbas and Osband, Ian and Wen, Zheng , journal=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and Van Roy, Benjamin and Kazerouni, Abbas and Osband, Ian and Wen, Zheng , journal=

Reference 47

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no resolver link, observed 2026-08-01T07:35:56.621656Z

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source=arxiv_source observed=2026-08-01T07:35:56.621656Z digest=sha256:c5b0ec2238c7f8a04393d6a7d667e30e7698a796c674c27781625a43403711ac

Observation 348f570c-20ab-4a61-817b-31de6590a574 · outbound

This paper cites Reinforcement Learning in the Real World: A Survey of Statistical Challenges and Future Directions.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Reinforcement Learning in the Real World: A Survey of Statistical Challenges and Future Directions

Reference 48

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no resolver link, observed 2026-08-01T07:35:56.679877Z

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source=arxiv_source observed=2026-08-01T07:35:56.679877Z digest=sha256:406b28008f9330d726fe2df93e48e0f27b254a920dcf0816b33467d51ff0a4ef

Observation 2d15122a-ad32-4f38-b406-2c6cf44dd40f · outbound

This paper cites PLoS Medicine , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention PLoS Medicine , volume=

Reference 49

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no resolver link, observed 2026-08-01T07:35:56.740645Z

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source=arxiv_source observed=2026-08-01T07:35:56.740645Z digest=sha256:0a1b6867b9cd071845e4a911ab05b7a3ab385c49a88e189110d71b8c20349220

Observation 59b4db11-9d0a-403f-bade-feac1665df74 · outbound

This paper cites Science Translational Medicine , volume=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Science Translational Medicine , volume=

Reference 50

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source=arxiv_source observed=2026-08-01T07:35:56.793559Z digest=sha256:f2582ead977f274793fd36a5adb8693049a83b2dd84be9e29aca0470113ad34d

Observation c9c9d73c-7207-400f-91b9-2b8ef38a2036 · outbound

This paper cites Learning phrase representations using.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Learning phrase representations using

Reference 51

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source=arxiv_source observed=2026-08-01T07:35:56.852374Z digest=sha256:29f171f33a4112f133740281d5120157f8f716f3719cff02b85c7734381239ba

Observation 7b414187-6bcf-4a1e-925f-88cf7531dbf5 · outbound

This paper cites Mobile health technology evaluation: the.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Mobile health technology evaluation: the

Reference 52

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source=arxiv_source observed=2026-08-01T07:35:56.937329Z digest=sha256:7edd16488d036d3aeeef5645835206a8c722bfdf9839427b32b4cf6f5ec9e841

Observation 969beaeb-0f39-4911-bfda-025864e0efb0 · outbound

This paper cites 2013 , publisher=.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention 2013 , publisher=

Reference 53

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source=arxiv_source observed=2026-08-01T07:35:57.040307Z digest=sha256:07825ae4052cc9c1525e1739fb4992e696ab216287cdd58e53cefe5f54042e61

Observation 60afd8ff-dc1d-4749-8c8e-7c1808be5450 · outbound

This paper cites and Yom-Tov, Elad and Keller, Punam A.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention and Yom-Tov, Elad and Keller, Punam A

Reference 54

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source=arxiv_source observed=2026-08-01T07:35:57.144228Z digest=sha256:404f069db301c49260f1a6c46aeb59cecc36c3fc5926668a1c68486edb62f5e5

Observation 0f78ae65-7086-4097-8a69-82a403589aa8 · outbound

This paper cites Journal of Behavioral Medicine , volume =.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Journal of Behavioral Medicine , volume =

Reference 55

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no resolver link, observed 2026-08-01T07:35:57.254165Z

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source=arxiv_source observed=2026-08-01T07:35:57.254165Z digest=sha256:ff39b61de04c6021f51ada8fe71c20e5cc8b356f6c2d044db0be77c5d0389cb7

Observation d849a11d-ac71-4e07-ac42-23644a219b47 · outbound

This paper cites JAMA Internal Medicine , volume =.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention JAMA Internal Medicine , volume =

Reference 56

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source=arxiv_source observed=2026-08-01T07:35:57.347880Z digest=sha256:377b945e5190d6eb208063d9ae13641d89ed0f910d5adccd89fe6a3930415361

Observation 0063a378-0234-4804-a48d-4be084f40a7c · outbound

This paper cites JMIR mHealth and uHealth , volume =.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention JMIR mHealth and uHealth , volume =

Reference 57

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no resolver link, observed 2026-08-01T07:35:57.460092Z

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source=arxiv_source observed=2026-08-01T07:35:57.460092Z digest=sha256:06c19a69d86ad5495f1daa609bd52f709cd601843540923e7cb15740eec07133

Observation f81fc7e4-1de6-4495-8b77-ece70f39799f · outbound

This paper cites International Journal of Environmental Research and Public Health , volume =.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention International Journal of Environmental Research and Public Health , volume =

Reference 58

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no resolver link, observed 2026-08-01T07:35:57.556462Z

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source=arxiv_source observed=2026-08-01T07:35:57.556462Z digest=sha256:3a34a21a18b0e95eaeaecd9b467b6e7ec1908644d1c2dabdfb9cb1eb27715f9f

Observation 6ebe555c-00ad-4588-8cca-b14c2a614c15 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume =.

A Diffusion-Model Subpopulation Digital Twin for Mobile Health Deployment: A Case Study on the HeartSteps Intervention Proceedings of the AAAI Conference on Artificial Intelligence , volume =

Reference 59

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source=arxiv_source observed=2026-08-01T07:35:57.706643Z digest=sha256:682209dd26a49215b72638b491965b24624ffabe6cd98039e7bbacaaa2f67ae6

Pith citing papers

No inbound Pith citation observations are available.