Paper Citation Record · LEDGER

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence

As of 10 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2508.03436.

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

pith.paper-citation-record.v1
2508.03436 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:30:48.122262Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:36:30.472233Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T22:36:31.150063Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy5
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61221c90-f642-44a0-b1cf-e651268c5fd3 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.416898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation dd9f3677-e80a-49da-86ec-9e139a980d90 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.407825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 40e9b157-8caa-4a83-bb00-5d5cd726413c · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.400161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8ab15fdf-1a3d-47e1-b551-9c205885f79f · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.392093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 991f5f80-c8e5-46d8-b5c1-22da593182ea · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.384630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c29fd08c-9b09-4b94-92dc-37fe7179afc1 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.376919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation aea7079a-18ea-40e4-8e90-58fdf80ae7bb · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.368198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a12ddb76-cd8f-4240-b987-0e1bdcdae78c · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.359765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5cef17ff-0a16-4293-85ec-ada4fcd3eae7 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.351818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9d6646f2-6445-4e12-a8ee-115047eaaefe · outbound

This paper cites Heilman and Stephen E.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Heilman and Stephen E

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:30:48.343607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation faadec3c-ab9c-4e1b-934a-a01e82abdf51 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.335029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 53a47b94-4c19-4ec3-8558-0da036548588 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.325631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 49bd98c1-362b-4a7c-903e-06bd10642d4d · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.316901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b0239745-cdb5-4319-97c2-d98bb3a9572e · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.308577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a5290855-1a11-4983-845f-eb4647e6bb98 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.283218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation bed479c2-b12b-4ab0-afaf-9236bfeb80ac · outbound

This paper cites In ICANN.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence In ICANN

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:30:48.291134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f90fc147-6019-4a3a-84ae-3504cf994ec9 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.266287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d2858160-0321-49fb-ab0e-4e9e00b5627d · outbound

This paper cites Parvin, S.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Parvin, S

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:30:48.274627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f1464b22-0400-4bd0-b389-787247f366ea · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.249286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fa944a18-ffa7-456d-acf4-2a7c0173f2f6 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.257670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1783fe7e-4a2a-45ec-91ca-5eb887406c22 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.221961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a2e4f9a9-b89b-4d28-ac12-a9f3523f0dff · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.213633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fef0151a-a556-4122-89d9-4f65c6c37f4a · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.230363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7221b164-e042-4c34-98f0-ccc3369524e7 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.195886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3035882a-caa1-4a5f-82e9-0b15f5d5e5b9 · outbound

This paper cites Human Simulacra: Benchmarking the Personification of Large Language Models.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Human Simulacra: Benchmarking the Personification of Large Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T04:30:48.109034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb4b2569-beee-43e7-bae9-75bba5cb88dd · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.204829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b63dd71a-33cb-4d0e-b5ef-f03d51fea788 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.178565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a70e78cd-d09d-4013-8061-0014cedb164e · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.187514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 05edab04-b33b-4954-8d58-75ac0b582693 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.161291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 797438f7-860e-4c11-951a-f8814f221f45 · outbound

This paper cites an unresolved cited work.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T04:30:48.170317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 596d9044-03b8-4ad0-a426-8ddf71ea666e · outbound

This paper cites In Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence In Proceedings of the 23rd ACM SIGKDD international conference on knowledge discovery and data mining

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:30:48.240562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 57899b11-f78c-4643-bf6f-6c614b469d29 · outbound

This paper cites In International Conference on Artificial Neural Networks.

AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence In International Conference on Artificial Neural Networks

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T04:30:48.299962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

Observation eb9659dc-520e-44d5-944c-eb191bbfca87 · inbound

HealthSLM-Bench: Benchmarking Small Language Models for Mobile and Wearable Healthcare Monitoring cites this paper.

HealthSLM-Bench: Benchmarking Small Language Models for Mobile and Wearable Healthcare Monitoring AI on the Pulse: Real-Time Health Anomaly Detection with Wearable and Ambient Intelligence

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-08-04T22:36:31.155881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.