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Paper Citation Record · LEDGER

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis

As of 13 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 0 inbound Pith citation observations for arXiv:2607.25108.

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

pith.paper-citation-record.v1
2607.25108 v1

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T01:04:39.175120Z

measured 86 of 86 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

86 of 86 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved85
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e8e7fc13-386c-4e33-acdc-d2c7be4dd6e5 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:32.594726Z digest=sha256:8911b2b9e9fccf7353d936835df1df35684923873f1dc97e874c43f8ce8e8480

Observation d8a6d94f-4d95-4411-b0d3-4ee924b96dfb · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 2

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source=pdf_text observed=2026-07-31T01:04:32.654840Z digest=sha256:875ce2b3eb358c4bc3f005906f2e8344c5e7c4e0a40ec4ebb000ffa295f70889

Observation fc8fa783-5639-4449-8d80-fc37a0d838d9 · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 3

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source=pdf_text observed=2026-07-31T01:04:32.736736Z digest=sha256:429f60a5b063af1c9cd6e3332bbd890201b45998c4c874eadb6b5dd50ebab180

Observation 416f2b48-9b9c-4410-a224-e5b6e0a67a4b · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 4

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source=pdf_text observed=2026-07-31T01:04:32.806304Z digest=sha256:c7089c5b63f498b36d6265bb518197a0e424f1ae4de510c3aab2877ab3512a5e

Observation e883585c-3623-47c8-9e27-8c33834a9d28 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 5

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source=pdf_text observed=2026-07-31T01:04:32.872325Z digest=sha256:d9cfa9c2cfe8199b06475a52a7542f6f6b5b4ed947864f1c1a256520b4ae93d3

Observation c050369f-268a-4dba-a374-29b40708ea58 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 6

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no resolver link, observed 2026-07-31T01:04:32.941202Z

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source=pdf_text observed=2026-07-31T01:04:32.941202Z digest=sha256:4be4c65067c75b96e0fd6ee5146691c746601239e6b9599c2165bafa62c2de53

Observation e7e08525-ce1e-4546-b7c7-d463aef1cc69 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 7

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source=pdf_text observed=2026-07-31T01:04:32.998030Z digest=sha256:07aaf2ba1d653468162fb853fcc9ab12ea15dab4ca837142ae554753713e3abd

Observation 8c59b366-7fad-4543-b986-825785e0be61 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 8

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no resolver link, observed 2026-07-31T01:04:33.038031Z

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source=pdf_text observed=2026-07-31T01:04:33.038031Z digest=sha256:4a8f27388dc129fe00d631995c6c11af16a677278361ed3cb393ddca805085d4

Observation 347e0e47-5c94-44f5-9cae-0639712bb7b8 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 9

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no resolver link, observed 2026-07-31T01:04:33.100016Z

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source=pdf_text observed=2026-07-31T01:04:33.100016Z digest=sha256:1849f1d5b5def4c0ee704e5d7cd5090c0e15b7001873577170b4811bf2172c16

Observation 6dd52481-d939-4065-a561-1aa3b8617e52 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 10

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source=pdf_text observed=2026-07-31T01:04:33.154221Z digest=sha256:62c156e3dab5a2ef629d664ecbc038db5356ded411bd698bcdb560f96fec4015

Observation 995d63b1-8d92-4504-a7be-7b50d259acf8 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 11

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source=pdf_text observed=2026-07-31T01:04:33.215759Z digest=sha256:6d4e9d8acbe785199cc49f4711d6ec351bc464cf08c857ede9818a7fa5faf2fa

Observation fb985261-5b2d-4d77-8c51-27c61a5af15c · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 12

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source=pdf_text observed=2026-07-31T01:04:33.351471Z digest=sha256:289350ce5ec2bd9f443b67712619638fc38c80b4212a4f262df7553c75f97a99

Observation 0ed22e5c-f2fd-4c57-bfe6-489d2c228193 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 13

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no resolver link, observed 2026-07-31T01:04:33.558142Z

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source=pdf_text observed=2026-07-31T01:04:33.558142Z digest=sha256:80a56bc987ac53e9d721525ef05c92bdd817917800c4081e1077fbfd2d5d3833

Observation 2c499c3c-e258-41a9-9b9f-08a020bfed10 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 14

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:33.705415Z digest=sha256:7c17164345c0e851dc8cc650a191bbb3ab050a88ce843b44c153e3719e35eba1

Observation 062ff0b0-f914-49bc-be65-cbd76f23e43b · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 15

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source=pdf_text observed=2026-07-31T01:04:33.814015Z digest=sha256:d8074600b7672da38b6c9a7980fe6ede80959f0d951d2355f2c83bb63b14b614

Observation 13dfe428-fbcb-49ae-8c5e-f984cd29eb91 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 16

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source=pdf_text observed=2026-07-31T01:04:33.928297Z digest=sha256:0721481efd920837c83a5a26d4ae33c13c86135503d3690463e7629723bf53da

Observation e59297c2-e66d-40d7-a713-7ca5788ea16e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 17

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no resolver link, observed 2026-07-31T01:04:34.044292Z

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source=pdf_text observed=2026-07-31T01:04:34.044292Z digest=sha256:288683094c67ef5e3bfae4096e5141b77baecda186d1ce1d17bb0be491c2901a

Observation 23e86718-2491-4a04-a62c-a0d9f9899db9 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 18

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source=pdf_text observed=2026-07-31T01:04:34.164830Z digest=sha256:89166caa001ddd6a1ad1fb3211429f95187449ff2237f15767c7ce2815103092

Observation 313702f3-622f-4de1-a3eb-b1b61dd421d7 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 19

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source=pdf_text observed=2026-07-31T01:04:34.224178Z digest=sha256:4bb928e3ec6318bf7167d74aa01746406fb7971d3213fd0f55b1d900b8c37719

Observation dae6d3ab-f0e0-4f4a-b70a-68415a58ae2f · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 20

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no resolver link, observed 2026-07-31T01:04:34.295671Z

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Unavailable: canonical work link unavailable.

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Observation 2a0d5d0c-5977-4be9-8d5c-1a10842d68a9 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 21

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source=pdf_text observed=2026-07-31T01:04:34.350272Z digest=sha256:5208df699976f25d80200ff2cccd62147d1ee6d931f1181d3d7e35330fa2555e

Observation 97ffff9c-af78-4cc2-9efe-da95c1e9faf9 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 22

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.407006Z digest=sha256:f8a8aa4d6094c5a6074261e46c988c9349079abb011da0feea0fabfcc9d71f5e

Observation d8292a51-ca24-4a55-a66e-f1e33869f283 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 23

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no resolver link, observed 2026-07-31T01:04:34.515729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.515729Z digest=sha256:a3fe3c1a11859914f6764ec0c5a0f7db32d780887863c0dc01a0747c42586e1d

Observation 1545483f-bdbf-4f83-80ec-66d9aae5427b · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 24

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no resolver link, observed 2026-07-31T01:04:34.565422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.565422Z digest=sha256:f03cc9fb943aca871e5f447b6867ca3f9096c0e2766a07e8ded3dc846038ddfa

Observation 0c1af403-87ac-4168-8c6d-edc4e99205eb · outbound

This paper cites UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis UniMed-CLIP: Towards a Unified Image-Text Pretraining Paradigm for Diverse Medical Imaging Modalities

Reference 25

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:34.630216Z digest=sha256:3ba1577c2194da993c17070bd0e43d17ff2d945f437160fc1af945395ca0e984

Observation 6cd6ae1f-14e5-4623-8e46-0a6cd4263ac7 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 26

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source=pdf_text observed=2026-07-31T01:04:34.729267Z digest=sha256:9ade2dce3b3871f7c55edf65757bd0c313682f9d9eb6ec4d2091a77713a0d27b

Observation 30b098a4-16bc-4552-8798-af175af70b62 · outbound

This paper cites Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer

Reference 27

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Observation b6833870-758a-445e-a166-6f63763b5747 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 28

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.898356Z digest=sha256:4e9b5945468439cd473f00ceb04f6807ef09ea5190d0c0822c6f3a7cb36cd75b

Observation a92827a9-ff7f-4145-acea-0843218ae1ca · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 29

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Observation ff5a4261-a1b5-4937-9814-8dfddb103d09 · outbound

This paper cites Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Reference 30

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source=pdf_text observed=2026-07-31T01:04:35.073728Z digest=sha256:b05b6653e791cb1e1b4e109f92ebb25081809d99ccb0f5f913c65920f4d42853

Observation 14c48cf5-9320-49cc-9724-c2101f978f39 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 31

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:35.197671Z digest=sha256:72319284b3588f03d11db2fc91c6358378a46398235ef34d1856aed4f4fda46c

Observation 7d2b020e-e995-44d4-af7f-cd866d44ced4 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 32

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no resolver link, observed 2026-07-31T01:04:35.346989Z

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source=pdf_text observed=2026-07-31T01:04:35.346989Z digest=sha256:492baca022add18bcaad7a11cb5635e82caa85f5310adf3c4ec2dc8c4e16c81f

Observation 0045b86e-9056-4df2-b47b-e9b4e4c33130 · outbound

This paper cites Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Reference 33

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source=pdf_text observed=2026-07-31T01:04:35.429543Z digest=sha256:f8434e21b9b5eff929af998e77cf61725d3fa2bb039f8615b457f9e672f60e8a

Observation 5db2cb00-24d8-4299-9951-726bc392ffad · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 34

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:35.530974Z digest=sha256:3dbc6fc71c3dd794d7a3287a661087cde933d29ce870ce1df904141a42ed044a

Observation f597d98c-11be-4c43-8043-06bfd216f614 · outbound

This paper cites Semi-WTC: A Practical Semi-supervised Framework for Attack Categorization through Weight-Task Consistency.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Semi-WTC: A Practical Semi-supervised Framework for Attack Categorization through Weight-Task Consistency

Reference 35

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Observation e671beee-e0b5-4851-9842-a38f3982dd93 · outbound

This paper cites Kinahan, and Qingqi Hong.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Kinahan, and Qingqi Hong

Reference 36

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source=pdf_text observed=2026-07-31T01:04:35.667195Z digest=sha256:9f9aca4c6c50e58b3b896cc0def2fe866f7d05b3182389b95d280118d89dbbb7

Observation e4e05d06-610b-481b-81e8-ede5acbbc368 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 37

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source=pdf_text observed=2026-07-31T01:04:35.773925Z digest=sha256:f183d023f866030ea9f1670163ef8ab7ebc8d6633525ca2a60ef1d260cb4071e

Observation 07a1809b-ec7b-4a6c-8533-65c5568d81b1 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 38

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source=pdf_text observed=2026-07-31T01:04:35.843905Z digest=sha256:da21b0f88c3e2c3c3e6d86871f010b16e4f74ac0f40f2c2e80596c4f16e43d6e

Observation da1bad22-b348-4cb4-a3e3-cb8b5c5724c5 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:35.953391Z digest=sha256:6e1787a82febf2b68db8a7d9f23125b7b21bcd1283b55185037349b9b2c0a4b2

Observation b9852b0b-046b-49f9-be51-fca7b2329e80 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 40

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source=pdf_text observed=2026-07-31T01:04:36.043861Z digest=sha256:b06f7196082c924be92e6d7ff84fd2628b78b304d9dce36567b12a86577a3859

Observation d66163ca-2c9b-4322-a747-4cc7bd5bf7ee · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 41

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source=pdf_text observed=2026-07-31T01:04:36.115150Z digest=sha256:a2a6b802645c242461264face07561600aaf76847ca73cad284dfb2c137cf285

Observation 964ead24-5618-48be-8777-55546a94ef37 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 42

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source=pdf_text observed=2026-07-31T01:04:36.193988Z digest=sha256:3f53d25098c38b40c374078c725e4960a1e776aebb797a195552f12deb372a85

Observation 0fd2d6e1-547c-400f-9809-4f972ef3200f · outbound

This paper cites Ensemble learning of pathology foundation models for precision oncology.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Ensemble learning of pathology foundation models for precision oncology

Reference 43

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source=pdf_text observed=2026-07-31T01:04:36.353750Z digest=sha256:e17fb72f61e7bdf5a9e55363302215d5efb1f22997a37ccbe842d880a3755c5f

Observation 7bc8917e-ff8e-42e5-bc4a-5abfd22c1919 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 44

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source=pdf_text observed=2026-07-31T01:04:36.421371Z digest=sha256:2daaff1d08ead544d4d4c1fc1ae3648491ad0aea112c1617b690e3c15bf71fd6

Observation 55df4134-760d-4949-be19-1a852717e0d9 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 45

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no resolver link, observed 2026-07-31T01:04:36.510685Z

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source=pdf_text observed=2026-07-31T01:04:36.510685Z digest=sha256:c4a9473868813905dd7d303b2bd03ac37923f7076b6d696dd8977849811a4dbb

Observation f155f3fb-5b5c-43db-9585-720d07b21a76 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 46

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source=pdf_text observed=2026-07-31T01:04:36.582077Z digest=sha256:3daf1348cb55fa81205e8bd601b3057719b39f3c4ca57723bb8c580a5ea07b08

Observation a95713dc-a2c0-4392-9dec-8c06808dac24 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 47

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no resolver link, observed 2026-07-31T01:04:36.719689Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:36.719689Z digest=sha256:dc53756bfa89d486e23ac1c3d6bcc9f9e998f37252bd61af8bb62a0c0a2adc57

Observation 8b57f5de-43a4-4ac6-a4f9-4b9eadf412a1 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 48

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:36.805518Z digest=sha256:636986c71e79fe43b017c0bdc1df061295f5f8e44e784475f9e0db23d8561b66

Observation f84421f8-403d-403c-9ae3-b03a5b2a03fa · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 49

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no resolver link, observed 2026-07-31T01:04:36.870276Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:36.870276Z digest=sha256:31bb01003adb253b2caa4674172d19750af034512d0347e699a63b534c139283

Observation 89495090-524f-48ed-a75e-4936678f347d · outbound

This paper cites MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset

Reference 50

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no resolver link, observed 2026-07-31T01:04:36.956206Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:36.956206Z digest=sha256:e3ecdba62117c4ebad8defb93655c65a88eca30cad96e9623581f5e8d4b38c07

Observation 806268aa-c67f-408a-9263-f2c2e907583f · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 51

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no resolver link, observed 2026-07-31T01:04:37.030295Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:37.030295Z digest=sha256:709c3482614c3880f715bb9b2e741d46d1d09799ff24966492b5519329d8dc67

Observation 0b2a9f96-e28a-4a55-8b7f-d2fd9ccb2c1f · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 52

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no resolver link, observed 2026-07-31T01:04:37.091276Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:37.091276Z digest=sha256:e05ff7fa96ced5b321dc6d58bd39a1411df1d128e3797e9cbce1d2d8540afed9

Observation c002dbd4-8dd0-45d0-9d13-defc5b63a273 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 53

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no resolver link, observed 2026-07-31T01:04:37.174281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.174281Z digest=sha256:2bf2dbd4bb1cf702bfcbb85611c195aafbdab6f0e17dbc328ea64275e25b5559

Observation 784fdba6-7cc6-46aa-9839-a2eff7d5205e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 54

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no resolver link, observed 2026-07-31T01:04:37.258864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.258864Z digest=sha256:2784a4c9e25a7ed4250db25f99a9fc102ed8e4c09c4be5723c594449182c191c

Observation 3057f592-4bd8-47e6-925e-84ed70e855b6 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 55

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no resolver link, observed 2026-07-31T01:04:37.319492Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:37.319492Z digest=sha256:90816779e32007f75147e8e9f56dc3136246d4d605166b7aed4c133b25b3dade

Observation b8842818-52e1-4476-ad93-83cf74e38f87 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 56

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no resolver link, observed 2026-07-31T01:04:37.436160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.436160Z digest=sha256:b951b5e2665c3333ecff810b03dd6d3c69dd9cb2ee4d91b31728031fe51e3695

Observation b542cf6a-d3d7-4a87-9ada-47e6d01e83a1 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 57

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no resolver link, observed 2026-07-31T01:04:37.512163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.512163Z digest=sha256:6d1a63136865939d392178a2f126f46d1a86b0a165f2fed01953897e180238cf

Observation a1198bb3-8ef0-42c9-a1c7-2732757e14fc · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 58

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unresolved
no resolver link, observed 2026-07-31T01:04:37.584015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.584015Z digest=sha256:354bc39467bd98ae2aba8616972a3c43ee274d7d5779d1a98cbb8df8a011ef03

Observation e024b357-61fd-4ce6-937c-e0ffcf90298e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 59

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no resolver link, observed 2026-07-31T01:04:37.678302Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:37.678302Z digest=sha256:7f3bd5381aa1c119cc82ac9b71fe93617199df618134431fabc1954a800caec4

Observation f2c796e4-ef8a-4ca5-9b85-a7f8a5730e79 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 60

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unresolved
no resolver link, observed 2026-07-31T01:04:37.735449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.735449Z digest=sha256:b5675b3a214dd1fdece3bab5cd53bb34217d53bee6b788a76ea063a4e55d054a

Observation 3b2d7f80-45c3-4bf4-aca8-a7b77c0494fc · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 61

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no resolver link, observed 2026-07-31T01:04:37.827327Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:37.827327Z digest=sha256:a65bf7c6c1d0764b1720b4287d35ddeb4915f6f8ea4a5e80e6341b86bc7b89b7

Observation a387d06a-bf82-4803-8899-fb97c0f4ef76 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 62

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unresolved
no resolver link, observed 2026-07-31T01:04:37.915926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.915926Z digest=sha256:765ddbb75e59dcf2e15d8fd46a24d96a9e9093630309733cb84685de1c050624

Observation a995f588-076f-4460-903b-d5820e3cfa24 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 63

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no resolver link, observed 2026-07-31T01:04:37.952144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.952144Z digest=sha256:d7eba2409fc53f175a5ba674c02abb0a21e2a17dd9e56adb26743ce5b8f00198

Observation 9b2b289b-53c5-4e8d-810f-4277793e5d1c · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 64

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unresolved
no resolver link, observed 2026-07-31T01:04:38.001917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.001917Z digest=sha256:7818adc359138821e5071f58610cb44187e3b5e66237f1d2afd47152829af462

Observation 80e13255-2256-42e1-b895-aede115bad36 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 65

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unresolved
no resolver link, observed 2026-07-31T01:04:38.118525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.118525Z digest=sha256:c06e5ac943d7913679ad099e951944bf3f501d7b3bdc1ec0da677ce0d52cd610

Observation f8dce2c4-29d6-4ce1-a438-aed76d315348 · outbound

This paper cites Mixture-of-Agents Enhances Large Language Model Capabilities.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Mixture-of-Agents Enhances Large Language Model Capabilities

Reference 66

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no resolver link, observed 2026-07-31T01:04:38.212383Z

Source-reported events for the cited work

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source=pdf_text observed=2026-07-31T01:04:38.212383Z digest=sha256:dd3df91e65416345999a3a6270ff3cd3df90492170b99883d984bd0307c9ba19

Observation 39ef1e3c-119d-4790-a8fa-6b0b963f6cec · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 67

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no resolver link, observed 2026-07-31T01:04:38.271342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.271342Z digest=sha256:8cbd2b269ad3648ec6a17f08e53035e17c7725e0124751fc31e49919f4809269

Observation 8b8c3d2d-c0b6-4972-9108-bc49c0181775 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 68

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no resolver link, observed 2026-07-31T01:04:38.322100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.322100Z digest=sha256:420a640102dc1074e284e295122af48e09d4a5232a3ad5e0a07cd7da7218c76c

Observation d8e2a954-662e-45b9-aba1-06baea1e74a5 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 69

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no resolver link, observed 2026-07-31T01:04:38.387491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.387491Z digest=sha256:9437c3834f37a85dc92c6d5175c7573b77b37347f874f8eebe6cb440a50f1eeb

Observation 338eb182-32ea-43cb-a9ad-46c9ad9070eb · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 70

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unresolved
no resolver link, observed 2026-07-31T01:04:38.452421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.452421Z digest=sha256:cda8948a3d32be1840888eec44e7ab1d5b85ae9a1a1da4f2e0ff137b3fad9f4a

Observation 7c37ca0d-5120-4aa1-9ff6-9f3d97151718 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 71

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unresolved
no resolver link, observed 2026-07-31T01:04:38.587339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.587339Z digest=sha256:3108f53f9b90f246a0cd5ed42f42e4f301bf4341f51c6f53d93472fb040cc1ca

Observation 82ebdc45-d41c-4107-b7e6-16477688204e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 72

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unresolved
no resolver link, observed 2026-07-31T01:04:38.652649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.652649Z digest=sha256:f814af6ee487b7cec2836fe7a06b95e8f0ebaae1c1d0afcb30d58b104d93eae9

Observation ce8ace50-619b-4427-89c0-7c85d1c6c55d · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 73

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unresolved
no resolver link, observed 2026-07-31T01:04:38.724617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.724617Z digest=sha256:a5dac52ba95a0b178e899e733a757f3ebf27c5dc4c1a92f2aae8ac46f63af1f9

Observation 77f9b742-2508-4683-8c50-79c29328009a · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 74

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unresolved
no resolver link, observed 2026-07-31T01:04:38.796106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.796106Z digest=sha256:2f1a03782a3386b2f7dd5534c95a37eae371189207fd83a13b7d401f8cea0272

Observation 6f6de664-ca8a-4bbe-9f75-0210aeffb7fe · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 75

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unresolved
no resolver link, observed 2026-07-31T01:04:38.855620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.855620Z digest=sha256:dddc908a6d1efd6b5953b2a0ee4601e97cc784babf94ceb6042abed9d71b52ac

Observation 9590be37-f940-46cc-8d37-057c1c5c6e6b · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 76

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unresolved
no resolver link, observed 2026-07-31T01:04:38.928367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.928367Z digest=sha256:9fefb5dc2b53ceae07ef9421ab632059f667e7fc6a8f38ed82278e6d88375ff8

Observation 9a15364e-f26b-40ee-97ee-bd41749bde26 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 77

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unresolved
no resolver link, observed 2026-07-31T01:04:39.005323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:39.005323Z digest=sha256:9ce495556465a5198e88bb65718023f91ed3aa07c55764b161ecb1e6fb3dd3d3

Observation 4dc41357-9165-473e-8623-9eb0621c0d07 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 78

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unresolved
no resolver link, observed 2026-07-31T01:04:39.047948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:39.047948Z digest=sha256:db34c5b1cca0eda99256730f9241157d9c9cb2ee38f8ba085de1c1ecd4ba96da

Observation cea9df70-6a09-4299-9d4e-6f0251921635 · outbound

This paper cites simply using more models.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis simply using more models

Reference 79

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malformed identifier
no resolver link, observed 2026-07-31T01:04:39.108084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:39.108084Z digest=sha256:ee94f8398fdbbf225146fa5c48d974e3fbed4699550ffa200dc924cb553a8419

Observation f5026eb4-429a-4523-87e0-7707ffdca5ad · outbound

This paper cites zero- retraining.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis zero- retraining

Reference 86

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no resolver link, observed 2026-07-31T01:04:39.175120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:39.175120Z digest=sha256:52510e524fe87ff5503804cab7019d0c653dff38e140a080248989503464f606

Observation b72fcd32-1d9b-4a93-9d34-c3e3432aab0e · outbound

This paper cites InProceedings of the IEEE conference on computer vision and pattern recognition.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis InProceedings of the IEEE conference on computer vision and pattern recognition

Reference 2017

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unresolved
no resolver link, observed 2026-07-31T01:04:34.465901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:34.465901Z digest=sha256:be2d21832e838f0fd5e051caef56515b95f6156057380f4d66ae47aa0ca5ff2e

Observation ac6789a4-ce36-445a-a265-f41ff8bf8e88 · outbound

This paper cites Advances in neural information processing systems32 (2019).

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Advances in neural information processing systems32 (2019)

Reference 2019

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unresolved
no resolver link, observed 2026-07-31T01:04:36.273426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 72f69634-940c-496b-b57a-6358f071997e · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 2022

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unresolved
no resolver link, observed 2026-07-31T01:04:38.157205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.157205Z digest=sha256:e4a9b3398ea47fd5b546533ab92e518011c50fd3eedbe25ef157e95430b05dbd

Observation bcbaeffd-1170-49f7-9273-4a95e990ae0b · outbound

This paper cites 10237–10257.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis 10237–10257

Reference 2023

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unresolved
no resolver link, observed 2026-07-31T01:04:37.384347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:37.384347Z digest=sha256:8bdc0455d8dfe9e253a53529449addd0ee3e415c9fcf5f86d1d5ad615a0707ba

Observation cb4d23c8-1fef-45f8-958b-d255d602f2f2 · outbound

This paper cites InInternational Conference on Medical Image Computing and Computer-Assisted Intervention.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis InInternational Conference on Medical Image Computing and Computer-Assisted Intervention

Reference 2024

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unresolved
no resolver link, observed 2026-07-31T01:04:38.517870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.517870Z digest=sha256:9be7aec7541c0787676a10fdb1c3322e9b1961a315504e7c4435feab54e3cd5c

Observation 2405bf7d-79d1-4a98-a805-a6d160f714f8 · outbound

This paper cites an unresolved cited work.

OPERA: Offline Policy-guided Expert Routing and Adaptation for Universal Biomedical Image Analysis Unresolved cited work

Reference 2025

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unresolved
no resolver link, observed 2026-07-31T01:04:38.054453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:04:38.054453Z digest=sha256:4524d0759dacc36b47fea30109935a5aaeb249643f76634535681c20de560bd2

Pith citing papers

No inbound Pith citation observations are available.