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Paper Citation Record · LEDGER

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification

As of 10 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2502.04515.

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

pith.paper-citation-record.v1
2502.04515 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T22:33:25.796710Z

measured 56 of 56 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 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

56 of 56 outbound references displayed

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  • unresolved50
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6e39b641-6478-456e-a6fb-07f783d082bf · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 1

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Source-reported events for the cited work

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Observation a71bdc22-0ad0-4db8-a61d-d8ba32ce89dc · outbound

This paper cites Bagnall, Jason Lines, Aaron Bostrom, James Large, and Eamonn J.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Bagnall, Jason Lines, Aaron Bostrom, James Large, and Eamonn J

Reference 2

Resolution
verified fuzzy
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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.

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Observation 2c1316a5-5a8c-4f15-8a5d-b7967a122188 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 3

Resolution
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Source-reported events for the cited work

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Observation fa7c1049-2e61-429a-ab05-255de9fe7876 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 4

Resolution
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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.

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Observation 63619d18-1da2-428f-84c2-8861d3229dab · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 5

Resolution
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Source-reported events for the cited work

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Observation dfc9c42b-e25e-4b2d-800c-87c95ea2bb50 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 6

Resolution
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Source-reported events for the cited work

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Observation 09c98d24-c77b-4434-8587-ffd96a25c07f · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 7

Resolution
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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.

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Observation 1e745817-2b50-4126-ad33-74849a30fdc1 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 8

Resolution
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Source-reported events for the cited work

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Observation 4db76e01-a50b-4495-9a44-bd7046f60326 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 9

Resolution
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Source-reported events for the cited work

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Observation 5230c7e4-8254-4967-8090-7f8e9b768fc8 · outbound

This paper cites Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting

Reference 10

Resolution
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Source-reported events for the cited work

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Observation 438d5042-224f-47b0-95cb-8c1608c59a9c · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 11

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Observation b374e23a-6476-43f1-ac60-8d635e30f108 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 12

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Source-reported events for the cited work

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Observation a3942f28-383b-4b96-b97a-3b6695485614 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 65be857e-1dc3-455a-ab85-2c64fd307444 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 53906eff-026c-4a45-b40e-4fca788ec549 · outbound

This paper cites Rajendra Acharya.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Rajendra Acharya

Reference 15

Resolution
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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.

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Observation cb994883-6a29-4485-9a74-fdf55c813a83 · outbound

This paper cites A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection

Reference 16

Resolution
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Source-reported events for the cited work

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Observation a0921613-260f-411e-9092-eb9f52ac10ae · outbound

This paper cites Adam: A Method for Stochastic Optimization.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Adam: A Method for Stochastic Optimization

Reference 17

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7f22789a-fdeb-4ca3-81f7-918e7f9fd79d · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 18

Resolution
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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.

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Observation dad4a902-39c7-44ef-816e-f6f9e4004e36 · outbound

This paper cites EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces

Reference 19

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Source-reported events for the cited work

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Observation 6551c89a-1313-4211-827a-e9a5f3779d89 · outbound

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 20

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Source-reported events for the cited work

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Observation 1763aaec-6773-484a-a8c1-426a49b7fb67 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 21

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Observation f5169555-3a44-4388-95d0-f1042cb23088 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 22

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Source-reported events for the cited work

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Observation 714c954d-1f00-4bd2-80df-c73844b0ac95 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 23

Resolution
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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.

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Observation 869df829-bc4c-47b3-ae55-cb779b32e463 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 24

Resolution
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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.

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Observation 4da00f26-2f4c-4cdb-8931-31b1de9480f4 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

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Source-reported events for the cited work

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Observation 93b892d0-fdc4-45ef-ab97-6be4234b8524 · outbound

This paper cites Alharbi, and Yousef Ajami Alotaibi.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Alharbi, and Yousef Ajami Alotaibi

Reference 26

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Observation ebabb9d4-36fd-4daa-bc45-e8f92851a066 · outbound

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Reference 27

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Observation 7f3fcd7e-ad8f-40c4-a5f7-9f6e56dc4344 · outbound

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 29

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Source-reported events for the cited work

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 30

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Source-reported events for the cited work

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 31

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c40224f3-e942-48bd-96ba-1c27adcf0cc1 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 32

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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.

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Observation e6a5ce00-0800-4024-8ec0-4f37d06f6a07 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 33

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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.

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Observation ef19c9e7-b5a8-4e88-a7e6-6c0a98db1f1c · outbound

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 34

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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.

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Observation 30183ff5-4d69-475e-aabe-3d3809507df4 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 35

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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.

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Observation 6485a5cd-c712-46ef-887b-7d02fb365812 · outbound

This paper cites an unresolved cited work.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 36

Resolution
unresolved
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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.

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Reference 37

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification

Reference 39

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 40

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 41

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 42

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This paper cites Brandon Westover, and Jimeng Sun.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Brandon Westover, and Jimeng Sun

Reference 43

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Reference 44

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification A Survey on Deep Learning based Time Series Analysis with Frequency Transformation

Reference 45

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Reference 46

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 47

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Reference 48

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 49

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 50

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 51

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 52

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Unresolved cited work

Reference 53

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Reference 54

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Observation 940c335a-19c9-4410-a04a-bde4e8798680 · outbound

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification Physiological measurement 27, 11 (2006), 1091

Reference 2006

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MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification In International Conference on Machine Learning

Reference 2022

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Observation 2668916e-5e22-4089-8429-94d2050241a8 · outbound

This paper cites FilterNet: Harnessing Frequency Filters for Time Series Forecasting.

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification FilterNet: Harnessing Frequency Filters for Time Series Forecasting

Reference 2024

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