Pith. sign in

Paper Citation Record · LEDGER

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification

As of 8 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2505.14049.

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

pith.paper-citation-record.v1
2505.14049 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:35.960552Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

28 of 28 outbound references displayed

  • verified exact0
  • verified fuzzy21
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15ca00a6-f5aa-43ba-a483-368318cf62a4 · outbound

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

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Data in Brief30, 105474 (2020)

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:33.292977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:42:33.292977Z digest=sha256:f586727cb577fcb0335b14da4c55c45af85f9a50f3d116efc78e91cca2ac6b5b

Observation 1d727746-a982-44d6-a64c-d60ea94e4f3e · outbound

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

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: International Conference on Machine Learning (2023)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:40.309742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:33.351057Z digest=sha256:aefedd7dea52ae1e075e72f158876a532f264fd464922330b2bfdea3284caaca

Observation 8d658cab-202d-463f-b39d-94e5b38b5b59 · outbound

This paper cites Elsevier (2017).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Elsevier (2017)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:40.159608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:33.451630Z digest=sha256:27a4bd47dbb4d7e4f09917dbc319e9cef2157cf2f042f5b138fea83daf49f66d

Observation 5c23334a-b1b2-4e50-9d04-59c520f0398e · outbound

This paper cites Science advances 8(31) (2022).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Science advances 8(31) (2022)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:39.988707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:33.543372Z digest=sha256:17be0bfa1c001e44a5c580c8dee0a1202129c62881ec79309b7f54b8d50de9d8

Observation 77961efe-e810-4327-a2ac-133f0d45c6ce · outbound

This paper cites In: Neural Information Processing Systems (2022).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: Neural Information Processing Systems (2022)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:39.822221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:33.733546Z digest=sha256:961c997b793a14b293829572da4ab0a3f0f7fb93591fcd1ceeaaa4e9419282a5

Observation 1abf33b8-b814-4a29-84a2-4331fcc15893 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence45(4), 4321–4334 (2023).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification IEEE Transactions on Pattern Analysis and Machine Intelligence45(4), 4321–4334 (2023)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:39.611333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:33.773720Z digest=sha256:cbe43c75ab60c8bf059a747583f9a5d7308042c4ada8fa2b2f4c4f413e41b9b7

Observation d5d9ea60-1143-4315-a98b-fdd406079f85 · outbound

This paper cites In: Ad- vances in Neural Information Processing Systems.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: Ad- vances in Neural Information Processing Systems

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:39.437857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:33.853986Z digest=sha256:c6d6103e1fbad214195390365f87f9c112992cd53aea1dbe8930373bf2492b36

Observation 09c66506-cab2-4535-99e0-ccdae55804c5 · outbound

This paper cites In: International Conference on Medical Image Computing and Computer Assisted Intervention (2024).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: International Conference on Medical Image Computing and Computer Assisted Intervention (2024)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:39.238562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:33.939143Z digest=sha256:9d47c07a1da378c068f305d6cbc1a965623404dd220880b4fc4517c56daaedf3

Observation 0eb913a6-922c-4d39-8cea-c1a12f3f2bdf · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:39.040860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:34.038505Z digest=sha256:8bffa8329fe89a9e0468a4f00dd933211477218e55a989ab10d1703361d4ba49

Observation c80745a4-0b83-44d5-8aca-be41a89cbd8b · outbound

This paper cites In: Advances in Neural Information Processing Systems.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: Advances in Neural Information Processing Systems

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:38.899082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:34.123939Z digest=sha256:04a5b0358c793f3508a78a1626c253327498b79dc773576e1d27bfe0bac541d7

Observation d8ce53af-a642-4be4-b694-6dc5f61d4c8d · outbound

This paper cites Nature Methods 18(2), 203–211 (2021).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Nature Methods 18(2), 203–211 (2021)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:38.709556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:34.206886Z digest=sha256:14f561ad18d078a7471987e4b0b674e382cf6268be6c882c39b00fa5e4c78be3

Observation 92c1de0e-0b40-4952-972d-8a7026bc17ca · outbound

This paper cites In: Proceedings of the 37th International Conference on Machine Learning.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: Proceedings of the 37th International Conference on Machine Learning

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:38.494414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:34.282850Z digest=sha256:10b17c62a2e03c1adfa11b8d236c311829834b24c55c37faa443caccfb3c891b

Observation dda02fb8-16a3-4d63-9a58-01a97064369e · outbound

This paper cites LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:34.375894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:42:34.375894Z digest=sha256:fce99510340c1692cc319af5ca189c1d2c2f7677e4e09cb256f8291c33b1c477

Observation 89d68eca-455b-40d3-865e-3c7264f0895f · outbound

This paper cites Nature Communications15, 654 (2024).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Nature Communications15, 654 (2024)

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:34.477329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:42:34.477329Z digest=sha256:e8dabc81e0bcbb9682e8860469b0891ea058c8406bea121216abf797e8206cb7

Observation 722369bb-8e35-455e-a6da-3dec3f4491bf · outbound

This paper cites Promises and Pitfalls of Black-Box Concept Learning Models.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Promises and Pitfalls of Black-Box Concept Learning Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:34.599256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:42:34.599256Z digest=sha256:79a2c7f606554ae7b7a1cabd73ac8fe19947e6892a518066565c1ac966d7907d

Observation 65dc1a40-44da-47e8-941f-2918673e6636 · outbound

This paper cites Gao et al.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Gao et al

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:38.322423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:34.702529Z digest=sha256:37cbb1d4b62ec15d54b1fa94dbd96911fa4a83d77bc4732ce5aa5c9ecdc5fdfd

Observation 6e177eea-0beb-4fb0-9b85-00238e2e63e0 · outbound

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

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: International Conference on Learning Representations (2023)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:38.104741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:34.772950Z digest=sha256:ec17db673559616e7c3cbef6d94e24db2e6592fda6bdb5698a362af020447c03

Observation 14ba3974-3387-424e-a157-bb994f0cd69b · outbound

This paper cites In: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (2024).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (2024)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:37.895326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:34.853755Z digest=sha256:8bbfad15f9345faa978c7b5c5ec46c5ce18eeafeec6dabc29a18113663b2d2f2

Observation eb85dcb6-a9ec-425e-b361-9ca3ceeac278 · outbound

This paper cites Learning Algorithms via Neural Logic Networks.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Learning Algorithms via Neural Logic Networks

Reference 19

Resolution
metadata mismatch
local_arxiv, observed 2026-08-07T15:42:36.203727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:34.926927Z digest=sha256:84de27a3c937a47607ec481c28aa9e6ed1d594437013b27a21d730ef0e139c49

Observation f1352b1e-fa0f-4401-9098-350d9822e1f5 · outbound

This paper cites Nature Machine Intelligence1(5), 206–215 (2019).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Nature Machine Intelligence1(5), 206–215 (2019)

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:34.998838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:42:34.998838Z digest=sha256:ee7ec8150cb2a67695e16018e88f4647ecaffaae970230799cd933eac885b5a3

Observation aa0a9c0d-5818-410e-9d24-d3c2bdc1cc06 · outbound

This paper cites Best of both worlds: local and global explanations with human-understandable concepts.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Best of both worlds: local and global explanations with human-understandable concepts

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T15:42:35.114768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:42:35.114768Z digest=sha256:f0974e6af3b3d2990c5ace7ae72b22583d5206d343c92dcac677bf4b16ce893a

Observation 5859ca6e-4c7b-4067-8475-224eadd22631 · outbound

This paper cites In: Advances in Neural Information Processing Systems (NeurIPS).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: Advances in Neural Information Processing Systems (NeurIPS)

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:37.676603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:35.227520Z digest=sha256:ee4ffa7ea025877158706b74f8cc3624ee927aef98b217b98c3c5b0ad9056804

Observation cdc4e483-4374-4c75-a998-3b8c8b2573af · outbound

This paper cites Food and Drug Administration: Transparency for machine learning-enabled medical devices: Guiding principles (2024).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Food and Drug Administration: Transparency for machine learning-enabled medical devices: Guiding principles (2024)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:37.430617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:35.368365Z digest=sha256:39cbf3aae3635fe37a84685004beba7c3ab594d73a3fe9eda91e504d540ea42b

Observation da16543f-86b3-4ad0-9546-a786b5a465dc · outbound

This paper cites Medical Image Analysis 79, 102470 (2022).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification Medical Image Analysis 79, 102470 (2022)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:37.270971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:35.481982Z digest=sha256:1f94715d4088dbf7bdcf2a97d0f23d207d0a0ddce8f1cd57c0104bbadb1f2088

Observation be2d98a2-e36f-43cb-a9e9-357113696514 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence 46(02), 1121–1133 (2024).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification IEEE Transactions on Pattern Analysis and Machine Intelligence 46(02), 1121–1133 (2024)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:37.098012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:35.595395Z digest=sha256:0aac9e2c1c61aa5247ba2ef4c5836415bbc8fe429c5c44a4cf592dc643916698

Observation b3a34fc7-ac3e-42be-9e89-ab418ecea0d3 · outbound

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

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: International Conference on Learning Representations (2023)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:36.879447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:35.708963Z digest=sha256:5fe069e349179c3b06f581c48507f78cea4d8b949e5cc226bcbd53981486b1d1

Observation fdc4356a-d564-41c8-a803-756b887bbd74 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:36.644281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:35.865554Z digest=sha256:48ab010da56ea02dc3bd49990a37d6d0661aa1e66f51cba40534616b5bb54ec8

Observation 1052050f-b512-41c5-9f79-482065d0caaa · outbound

This paper cites IEEE Transactions on Emerging Topics in Computational Intelligence 5(5), 726–742 (2021).

Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification IEEE Transactions on Emerging Topics in Computational Intelligence 5(5), 726–742 (2021)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:42:36.471511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:42:35.960552Z digest=sha256:39a6ad5a9e0aefb53f1668a9ecce0a73899ca6a66ff49a91cd79c68fe57300e0

Pith citing papers

No inbound Pith citation observations are available.