Paper Citation Record · LEDGER

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification

As of 8 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2607.29462.

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

pith.paper-citation-record.v1
2607.29462 v2

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T03:20:32.974731Z

measured 38 of 38 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.

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

38 of 38 outbound references displayed

verified exact0
verified fuzzy0
unresolved38
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b5e5f8b-87b9-4c9a-a9e1-bac42c87248b · outbound

This paper cites Data in Brief30, 105474 (2020).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Data in Brief30, 105474 (2020)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.821115Z

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Observation bb3278a2-f532-4a61-8437-5e39230e1443 · outbound

This paper cites Data in Brief28, 104863 (2020).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Data in Brief28, 104863 (2020)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.825602Z

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Unavailable: canonical work link unavailable.

Observation 26ae73ec-6024-4b61-a630-de3b87e19e3b · outbound

This paper cites Medical Image Analysis84, 102680 (2023).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Medical Image Analysis84, 102680 (2023)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.829283Z

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Observation 10a846ab-7cc6-4787-9d04-816d4f783e73 · outbound

This paper cites 2021 IEEE/CVF International Conference on Computer Vision (ICCV) pp.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification 2021 IEEE/CVF International Conference on Computer Vision (ICCV) pp

Reference 4

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Observation 73dad438-7a9c-484b-b0f4-809df75d0077 · outbound

This paper cites Nature medicine30(3), 850–862 (Mar 2024).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Nature medicine30(3), 850–862 (Mar 2024)

Reference 5

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Observation 45dcac1d-7bdf-442f-8314-8fd6e2ac88b7 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS)35(2022).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Advances in Neural Information Processing Systems (NeurIPS)35(2022)

Reference 6

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Observation c89d3e6a-b4f2-404a-9c83-0e60041574cf · outbound

This paper cites an unresolved cited work.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.844579Z

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Observation d438f947-48eb-416f-a056-9ebea5ce63b3 · outbound

This paper cites In: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification In: 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.848079Z

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Observation 8d204d6e-69c8-449f-ac1c-38b24f5295b4 · outbound

This paper cites Doerrich et al.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Doerrich et al

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.851524Z

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Observation 1136d190-056c-4027-b9c8-87e368e9abbe · outbound

This paper cites MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification MedMNIST-C: Comprehensive benchmark and improved classifier robustness by simulating realistic image corruptions

Reference 10

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Observation fcb13faa-805f-4377-8046-256a7687bcca · outbound

This paper cites Scientific Reports15(1), 7669 (Mar 2025).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Scientific Reports15(1), 7669 (Mar 2025)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.859740Z

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Observation 99009e56-f834-498a-bd86-1118288ed4e7 · outbound

This paper cites ICML’24, JMLR.org (2024).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification ICML’24, JMLR.org (2024)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.863584Z

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Observation e82df490-5975-414b-b018-d9ba46450d65 · outbound

This paper cites an unresolved cited work.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 13

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Observation eef5a3ed-64a2-4209-a46d-2ba414800d9c · outbound

This paper cites Neural Computation3(1), 79–87 (Feb 1991).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Neural Computation3(1), 79–87 (Feb 1991)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.871606Z

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Observation 3e19347e-55c0-4810-8335-b2d702301d82 · outbound

This paper cites an unresolved cited work.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 15

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Unavailable: canonical work link unavailable.

Observation 3869df91-ca00-4a45-a913-ae691dd691df · outbound

This paper cites In: proceedings of Medical Image Com- puting and Computer Assisted Intervention – MICCAI 2024.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification In: proceedings of Medical Image Com- puting and Computer Assisted Intervention – MICCAI 2024

Reference 16

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Observation a4c35d2d-02d1-4019-a25d-badd6fedbd67 · outbound

This paper cites PLOS Medicine16, e1002730 (2019).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification PLOS Medicine16, e1002730 (2019)

Reference 17

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Observation be9f0a9f-6b44-44c6-ad1c-db643e0af92a · outbound

This paper cites Cell 172, 1122–1131.e9 (2018).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Cell 172, 1122–1131.e9 (2018)

Reference 18

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Observation 99d56a39-d434-4406-922c-c96778375279 · outbound

This paper cites In: International Conference on Learning Representations (ICLR) (2023).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification In: International Conference on Learning Representations (ICLR) (2023)

Reference 19

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Unavailable: canonical work link unavailable.

Observation ae75d6b9-9c4f-4061-84ef-1dba18363262 · outbound

This paper cites Patterns3, 100512 (2022).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Patterns3, 100512 (2022)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.895267Z

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Unavailable: canonical work link unavailable.

Observation 90760e39-bb2b-4dec-9691-1fc471393a87 · outbound

This paper cites In: ICLR (2024).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification In: ICLR (2024)

Reference 21

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Unavailable: canonical work link unavailable.

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MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 22

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Observation 4e263c5c-cd05-43c7-879c-8950824ebc24 · outbound

This paper cites an unresolved cited work.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 23

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Observation d2522408-527c-45bf-bb6a-7ba33d32ac7b · outbound

This paper cites an unresolved cited work.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 24

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Observation 2497056a-2981-4a6f-a861-0a56d56a1e0a · outbound

This paper cites an unresolved cited work.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 25

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Observation e5680332-0d55-4596-b651-635792ea0646 · outbound

This paper cites In: Meila, M., Zhang, T.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification In: Meila, M., Zhang, T

Reference 26

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Observation 963f61a5-e21a-46a2-8dd6-3f4e20895829 · outbound

This paper cites an unresolved cited work.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 27

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Observation e24394b0-444f-4f1a-9b29-779c9445b285 · outbound

This paper cites an unresolved cited work.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 28

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Observation 805d1f86-584c-43f9-a652-0205996be1ba · outbound

This paper cites Nature Biomedical Engineering6(12), 1399–1406 (Sep 2022).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Nature Biomedical Engineering6(12), 1399–1406 (Sep 2022)

Reference 29

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MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Scientific Data 2018 5:15, 1–9 (2018)

Reference 30

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MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp

Reference 31

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MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 32

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Observation 50c3d2bf-1cc1-4df8-89ee-683549c3c317 · outbound

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MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

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Observation b6f9edad-3c18-4778-808b-50e11a12a480 · outbound

This paper cites IEEE Transactions on Medical Imaging 38(8), 1885–1898 (2019).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification IEEE Transactions on Medical Imaging 38(8), 1885–1898 (2019)

Reference 34

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MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Scientific Data10(1), 41 (Jan 2023)

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.954324Z

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Observation ac4a0abc-acfe-42d0-9eb1-c62d33eff79f · outbound

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MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Unresolved cited work

Reference 36

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Observation 5a926904-bf87-42b8-bbc5-440a6b1b7265 · outbound

This paper cites In: International Conference on Learning Representations (ICLR) (2024).

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification In: International Conference on Learning Representations (ICLR) (2024)

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.962390Z

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Observation 588e6ab4-7904-47ed-aa49-3b5b088e842e · outbound

This paper cites Isolated PEFT.

MoPET: Parameter-Efficient Mixture-of-Experts for Unified Medical Image Classification Isolated PEFT

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T03:20:32.974731Z

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Pith citing papers

No inbound Pith citation observations are available.