Paper Citation Record · LEDGER

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification

As of 7 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 2 inbound Pith citation observations for arXiv:2506.12568.

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

pith.paper-citation-record.v1
2506.12568 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:49:54.285653Z

measured 29 of 29 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:27:56.163337Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T06:16:43.852392Z

Reference resolution

27 of 27 outbound references displayed

verified exact0
verified fuzzy18
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de74784a-e6f2-4486-b468-920208656ae5 · outbound

This paper cites Deep learning approaches for data augmentation and classification of breast masses using ultrasound images.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Deep learning approaches for data augmentation and classification of breast masses using ultrasound images

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:57.115584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8bdd742e-dfb9-418b-80a6-ab82a56696aa · outbound

This paper cites The chinese mammography database (cmmd): An online mammography database with biopsy confirmed types for machine diagnosis of breast.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification The chinese mammography database (cmmd): An online mammography database with biopsy confirmed types for machine diagnosis of breast

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:56.940252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a7ad13e6-6c85-4678-b591-da9f579568aa · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:50.536137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f57d04e-6abc-4cdf-8c14-f04d0823843d · outbound

This paper cites Aligning human knowledge with visual concepts towards explainable medical image classification.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Aligning human knowledge with visual concepts towards explainable medical image classification

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:56.691494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 258c78ae-c714-4777-896d-406f52668b7a · outbound

This paper cites Deep residual learning for image recognition.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Deep residual learning for image recognition

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:50.881520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12e4c531-5085-4fe3-b35b-1d37450ffbfc · outbound

This paper cites Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:51.013715Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 693bae93-d360-457e-b294-94ccb7c9e49f · outbound

This paper cites Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:56.533498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc8ff501-a1a2-4626-ad0a-709a5b5f3485 · outbound

This paper cites 100,000 histological images of human colorectal cancer and healthy tissue.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification 100,000 histological images of human colorectal cancer and healthy tissue

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:56.367370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 66dd914a-332e-4ddc-846a-6d2333ec6c66 · outbound

This paper cites Probabilistic Concept Bottleneck Models.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Probabilistic Concept Bottleneck Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:51.476388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36533f0e-909c-4392-afca-558189c0d29f · outbound

This paper cites Concept bottleneck models.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Concept bottleneck models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:56.277332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b51b57d4-4390-436c-9fba-931f52dfa752 · outbound

This paper cites Label-free concept bottleneck models.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Label-free concept bottleneck models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:56.111829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f2c2366c-b183-4dce-bfc2-a1dd7aa8cf0c · outbound

This paper cites Indian diabetic retinopathy image dataset (idrid): a database for diabetic retinopathy screening research.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Indian diabetic retinopathy image dataset (idrid): a database for diabetic retinopathy screening research

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:56.020113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c092e55c-e8b1-4b9b-b8ae-3186e36d41fb · outbound

This paper cites Learning transferable visual models from natural language supervision.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Learning transferable visual models from natural language supervision

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:55.919868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 666cb2ef-288a-47a3-a0a7-2cdfdb3c486d · outbound

This paper cites Incremental residual concept bottleneck models.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Incremental residual concept bottleneck models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:55.763823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 47651677-c1f2-4038-945d-9573d7180a44 · outbound

This paper cites Conceptnet 5.5: An open multilingual graph of general knowledge.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Conceptnet 5.5: An open multilingual graph of general knowledge

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:55.663988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 57429d6f-ec0d-42ee-be67-6cf25a050ff4 · outbound

This paper cites The ham10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification The ham10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:55.455497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3f68f20c-702a-4af0-b689-81a51843b648 · outbound

This paper cites Molecular classification of breast cancer.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Molecular classification of breast cancer

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:55.285950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cc6b7c98-4ad3-4690-830e-72c4c48c5f28 · outbound

This paper cites MedCLIP: Contrastive Learning from Unpaired Medical Images and Text.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification MedCLIP: Contrastive Learning from Unpaired Medical Images and Text

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:53.064874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df19df9f-b9a5-4e6c-b093-ff1ff1461d78 · outbound

This paper cites Language in a bottle: Language model guided concept bottlenecks for interpretable image classification.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Language in a bottle: Language model guided concept bottlenecks for interpretable image classification

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:55.091101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 460a044d-4ddb-431a-87f7-c0383263c933 · outbound

This paper cites DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification DeCo: Decoupling Token Compression from Semantic Abstraction in Multimodal Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:53.341803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64d8766f-dfda-40b4-9f38-50881d1a75fe · outbound

This paper cites Post-hoc Concept Bottleneck Models.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Post-hoc Concept Bottleneck Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:53.452664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 657f961a-97b2-4f1c-80db-530f9c2827e7 · outbound

This paper cites Concept embedding models.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Concept embedding models

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:54.985916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 21a85407-2569-45d9-9e24-ccd55427b10e · outbound

This paper cites Siim-acr pneumothorax segmentation.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Siim-acr pneumothorax segmentation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:54.849939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 07e422f1-fc0c-4188-aaf3-46853a3a9b33 · outbound

This paper cites Negative-aware attention framework for image-text matching.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Negative-aware attention framework for image-text matching

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:54.707040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2bf79baf-450a-4abe-aec1-fd662a345944 · outbound

This paper cites Unified adaptive relevance distinguishable attention network for image-text matching.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification Unified adaptive relevance distinguishable attention network for image-text matching

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:49:54.546271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eb0736f1-e86e-4f6e-8865-9b46288822bc · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:54.183897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849f59d5-c338-449e-8bed-e6c9bcfe1cf5 · outbound

This paper cites write newline.

MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification write newline

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T00:49:54.285653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f90e1e97-121a-4b70-a84c-c47ccbc835b5 · inbound

Towards Fine-Grained and Verifiable Concept Bottleneck Models cites this paper.

Towards Fine-Grained and Verifiable Concept Bottleneck Models MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:18:31.409133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9ab63f9a-5f1e-4f1b-95cb-8c23fbed45f7 · inbound

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models cites this paper.

Measuring What Matters: Synthetic Benchmarks for Concept Bottleneck Models MVP-CBM:Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification

Reference 90

Resolution: verified exact; arxiv_id, observed 2026-07-02T06:16:43.853849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.