Paper Citation Record · LEDGER

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2601.10202.

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

pith.paper-citation-record.v1
2601.10202 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T10:25:36.515669Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

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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

44 of 44 outbound references displayed

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verified fuzzy0
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External citation measurements

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Outbound references

Observation 1d878861-c9b5-4d50-9fc6-438fda4c7a30 · outbound

This paper cites Cardiovasc.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Cardiovasc

Reference 1

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Observation 5d1d3edd-8651-4e4d-b832-cc4496bd4985 · outbound

This paper cites an unresolved cited work.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 2

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Observation 6c3d5d3a-4dd7-4615-ad9a-9750e3c56af2 · outbound

This paper cites an unresolved cited work.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-03T10:29:11.553815Z

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Observation 2fe9422f-2a24-4321-a1d5-d6f252a1ec45 · outbound

This paper cites Y ., Huang, L., Malwade, S., Hsu, C.-Y.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Y ., Huang, L., Malwade, S., Hsu, C.-Y

Reference 4

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Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-03T10:29:11.167296Z

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Observation 42cd3d6c-ec97-49a3-bbf9-b1d7025263f7 · outbound

This paper cites 1161/STROKEAHA.110.591958 (2010).

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning 1161/STROKEAHA.110.591958 (2010)

Reference 6

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Observation 45b2da69-937f-48a1-9320-3cf8f27b5bb3 · outbound

This paper cites M.et al.Residual-attention deep learning model for atrial fibrillation detection from holter recordings.J.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning M.et al.Residual-attention deep learning model for atrial fibrillation detection from holter recordings.J

Reference 7

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Observation 11be075d-c7a9-46dd-ab53-eafd2d1a1615 · outbound

This paper cites Artificial intelligence with great potential in medical informatics: a brief review.Medinformatics1, 2–9, DOI: https://doi.org/10.47852/bonviewMEDIN42022204 (2024).

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Artificial intelligence with great potential in medical informatics: a brief review.Medinformatics1, 2–9, DOI: https://doi.org/10.47852/bonviewMEDIN42022204 (2024)

Reference 8

Resolution: verified exact; doi, observed 2026-08-03T10:29:10.853287Z

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Observation fd0204fc-8b56-4fc9-bd5c-3912928e113a · outbound

This paper cites an unresolved cited work.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-03T10:29:10.311302Z

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Observation b38ba2c3-8ed2-439c-8008-dab62dcd921a · outbound

This paper cites R., Ulfenborg, B.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning R., Ulfenborg, B

Reference 11

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Observation 62abc036-556b-48f9-adc5-e1c8c70e6bb2 · outbound

This paper cites journal environmental research public health18, 11302, DOI: https://doi.org/10.3390/ijerph182111302 (2021).

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning journal environmental research public health18, 11302, DOI: https://doi.org/10.3390/ijerph182111302 (2021)

Reference 12

Resolution: verified exact; doi, observed 2026-08-03T10:29:10.503190Z

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Observation 66a76ab6-a3db-4237-b188-313534d8309d · outbound

This paper cites & Akbilgic, O.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Akbilgic, O

Reference 13

Resolution: verified exact; doi, observed 2026-08-03T10:29:10.064541Z

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This paper cites an unresolved cited work.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-03T10:29:09.895988Z

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Observation 08c50a9c-3a91-4a60-afe5-89c9c97c1f18 · outbound

This paper cites & Zhang, H.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Zhang, H

Reference 15

Resolution: verified exact; doi, observed 2026-08-03T10:29:09.592334Z

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Observation b4bb22ed-79cc-47e2-b46a-1ad88eb4f5ad · outbound

This paper cites an unresolved cited work.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 16

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Observation 0bc5c416-4b4d-41ce-a0e6-cef4e13144c7 · outbound

This paper cites A.et al.Deep residual-dense network based on bidirectional recurrent neural network for atrial fibrillation detection.Sci.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning A.et al.Deep residual-dense network based on bidirectional recurrent neural network for atrial fibrillation detection.Sci

Reference 17

Resolution: verified exact; doi, observed 2026-08-03T10:29:09.345855Z

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Observation b4f60752-821c-442c-bf47-a1eb7df6c834 · outbound

This paper cites & Jang, J.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Jang, J

Reference 18

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Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Jang, J

Reference 19

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Observation d791bed6-913c-4f21-9b8c-b87fa3678b79 · outbound

This paper cites Signal Process.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Signal Process

Reference 20

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Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Xie, L

Reference 21

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Observation 85f79631-13d9-4a2a-a44c-9b5c29222e16 · outbound

This paper cites & Xie, L.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Xie, L

Reference 22

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Observation b692aa16-8e74-4831-bf7f-e807f61bdbbf · outbound

This paper cites Methods Programs Biomed.238, 107565, DOI: https://doi.org/10.1016/j.cmpb.2023.107565 (2023).

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Methods Programs Biomed.238, 107565, DOI: https://doi.org/10.1016/j.cmpb.2023.107565 (2023)

Reference 23

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This paper cites physiology9, 1206, DOI: https://doi.org/10.3389/fphys.2018.01206 (2018).

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning physiology9, 1206, DOI: https://doi.org/10.3389/fphys.2018.01206 (2018)

Reference 24

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Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Zhang, Q

Reference 25

Resolution: verified exact; doi, observed 2026-08-03T10:29:09.103857Z

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Observation c7553a96-9128-4155-96d3-acbc5102c987 · outbound

This paper cites & Zhou, X.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Zhou, X

Reference 26

Resolution: verified exact; doi, observed 2026-08-03T10:29:08.860945Z

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Observation 46d02d7b-2dd2-4d32-965b-2474e66daf20 · outbound

This paper cites & Sun, J.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Sun, J

Reference 28

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Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Yao, B

Reference 29

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This paper cites informatics decision making20, 308, DOI: https://doi.org/10.1186/s12911-020-01337-1 (2020).

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning informatics decision making20, 308, DOI: https://doi.org/10.1186/s12911-020-01337-1 (2020)

Reference 30

Resolution: verified exact; doi, observed 2026-08-03T10:29:08.492236Z

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Observation 977c4c9c-f42e-4223-bb68-22666fd617ab · outbound

This paper cites & Huang, W.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Huang, W

Reference 31

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Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Sakurai, T

Reference 32

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This paper cites A new method for detecting atrial fibrillation using rr intervals.Proc.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning A new method for detecting atrial fibrillation using rr intervals.Proc

Reference 33

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This paper cites PhysioNet1–83, DOI: https://physionet.org/content/cpsc2021/1.0.0 (2021).

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning PhysioNet1–83, DOI: https://physionet.org/content/cpsc2021/1.0.0 (2021)

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T10:25:35.533060Z

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Observation 9e31c02f-58b0-4ac4-bf7d-d15d39adb827 · outbound

This paper cites K., Vijayalakshmi, D.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning K., Vijayalakshmi, D

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T10:25:35.620464Z

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Observation 232579de-4ce3-453b-b706-0021ee17017f · outbound

This paper cites an unresolved cited work.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 36

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This paper cites & Zhang, Y.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Zhang, Y

Reference 37

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This paper cites research methods53, 1689–1696, DOI: https://github.com/neuropsychology/NeuroKit (2021).

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning research methods53, 1689–1696, DOI: https://github.com/neuropsychology/NeuroKit (2021)

Reference 38

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Observation ccd79650-320a-4336-9571-c65f34ccce4b · outbound

This paper cites Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation

Reference 40

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Observation 4d94ecbf-5da3-4788-84da-1d9b2147ddd1 · outbound

This paper cites Supervised Contrastive Learning.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Supervised Contrastive Learning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T10:25:35.977806Z

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Observation d3e5c126-f266-4f21-8788-61324743afc1 · outbound

This paper cites an unresolved cited work.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 42

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This paper cites R.et al.Grad-cam: Visual explanations from deep networks via gradient-based localization.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning R.et al.Grad-cam: Visual explanations from deep networks via gradient-based localization

Reference 43

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This paper cites an unresolved cited work.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 44

Resolution: verified exact; doi, observed 2026-08-03T10:29:08.124051Z

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Observation bf6fd333-3856-4b43-bd40-99bddf79a7b7 · outbound

This paper cites an unresolved cited work.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning Unresolved cited work

Reference 45

Resolution: verified exact; doi, observed 2026-08-03T10:29:07.765062Z

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Observation 64961014-a715-424e-9e16-f54f980e1bcd · outbound

This paper cites & Sunkaria, R.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Sunkaria, R

Reference 46

Resolution: verified exact; doi, observed 2026-08-03T10:29:07.596278Z

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Observation 4a41c589-701a-4e6a-8b3d-a4a7d904bf38 · outbound

This paper cites & Sunkaria, R.

Robust and Generalizable Atrial Fibrillation Detection from ECG Using Time-Frequency Fusion and Supervised Contrastive Learning & Sunkaria, R

Reference 47

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Pith citing papers

No inbound Pith citation observations are available.