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Paper Citation Record · LEDGER

A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:2407.15362.

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

pith.paper-citation-record.v1
2407.15362 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:33:57.003193Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T21:47:27.824005Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 30660009-5bd0-45b8-9e58-c409fde8fa37 · inbound

FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification cites this paper.

FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 50

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no resolver link, observed 2026-08-12T15:01:09.716170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T15:01:09.716170Z digest=sha256:1495e6439584f36e9b919a7029e7748619557cc72fdb24ee4e519aa01ae88975

Observation 2c997c7f-3098-43cf-b2ad-5766b2eb6b19 · inbound

Multimodal Whole Slide Foundation Model for Pathology cites this paper.

Multimodal Whole Slide Foundation Model for Pathology A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 63

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no resolver link, observed 2026-08-12T06:01:14.220257Z

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source=pdf_text observed=2026-08-12T06:01:14.220257Z digest=sha256:afa7e2fadd741044c2bdbd601a4cd42676c4c907b014839ed7bd7d857792ba7c

Observation 7f66ef7c-b95f-48e1-a34d-dec319e7deda · inbound

Towards Unified Molecule-Enhanced Pathology Image Representation Learning via Integrating Spatial Transcriptomics cites this paper.

Towards Unified Molecule-Enhanced Pathology Image Representation Learning via Integrating Spatial Transcriptomics A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 78

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no resolver link, observed 2026-08-12T05:13:30.722865Z

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source=pdf_text observed=2026-08-12T05:13:30.722865Z digest=sha256:942e140687baadddaac4e48c69eccb2fa44c8e3ec1768b509d631d88811687da

Observation efc7d69d-77d1-4446-bce9-140bf8196919 · inbound

Continually Evolved Multimodal Foundation Models for Cancer Prognosis cites this paper.

Continually Evolved Multimodal Foundation Models for Cancer Prognosis A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 44

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no resolver link, observed 2026-08-10T00:29:01.991895Z

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source=pdf_text observed=2026-08-10T00:29:01.991895Z digest=sha256:1449bd91b5180739481580988654f321e9f13b7cd83b745fb0d9c40296add5e1

Observation d4f93978-e00f-4d77-bbeb-8acfe6417ab5 · inbound

Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining cites this paper.

Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 3

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no resolver link, observed 2026-08-15T20:33:57.003193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:33:57.003193Z digest=sha256:58a931379519e218ec89258d8eb0585494c73c54cb1f6f072eb026e509db629d

Observation 65c77c8a-7e9d-43b6-b516-570f1fc5b551 · inbound

Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning cites this paper.

Discovering Pathology Rationale and Token Allocation for Efficient Multimodal Pathology Reasoning A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 12

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no resolver link, observed 2026-08-07T15:16:20.059202Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:16:20.059202Z digest=sha256:d0ef2699cdc63ae834b39b09a7fd9e9457e30620f6470971c18c12d6171c907b

Observation ba0fc623-f168-432b-9548-04c2334f230c · inbound

PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology cites this paper.

PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 41

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no resolver link, observed 2026-08-07T14:02:52.541245Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:02:52.541245Z digest=sha256:4a359d08fdacad03c1c77cbaea6029f7489cd47eb59dc1f326d769e4e7d7cd7d

Observation 22abee5e-6563-4e06-9b00-1a06d7ab821e · inbound

The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models cites this paper.

The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 39

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no resolver link, observed 2026-08-07T12:39:12.916560Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:39:12.916560Z digest=sha256:1124f30d1a66bafa5d3dd0608c5b5a849649a932b2fe839c3c0a683047b250ee

Observation cfbdbea7-fcb6-4677-9935-25018d2cc67f · inbound

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images cites this paper.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 84

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no resolver link, observed 2026-08-15T18:33:10.117535Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:33:10.117535Z digest=sha256:f3b34ec34f96dbe45d4c10cecece7416c6ac23adc955ff879b4a4767f6004691

Observation b1c4825d-c164-4fa2-9e4d-b732dcc0ece3 · inbound

Segment Anything in Pathology Images with Natural Language cites this paper.

Segment Anything in Pathology Images with Natural Language A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 30

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no resolver link, observed 2026-08-06T22:42:11.701578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:42:11.701578Z digest=sha256:223592384bd106bf0b94a4e9c87e45c6bf44c97269414cdbf0587b521d656b1f

Observation daaa6f52-90c7-4d55-8604-b362fc2cdc0f · inbound

DepViT-CAD: Deployable Vision Transformer-Based Cancer Diagnosis in Histopathology cites this paper.

DepViT-CAD: Deployable Vision Transformer-Based Cancer Diagnosis in Histopathology A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 29

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no resolver link, observed 2026-08-06T17:42:11.111000Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:42:11.111000Z digest=sha256:3dc37fb269ed005beed6008ddf1b53d0b952039528a0b3b1f41ebc34e726bfd1

Observation bf6c2d36-a2f5-4035-81a5-4df09f5fe9c0 · inbound

A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model cites this paper.

A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 13

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no resolver link, observed 2026-08-06T14:55:44.672360Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:44.672360Z digest=sha256:88551389239bef4dc17ca72fc92a91e07bf0c22811b853bab3078149d000f6dc

Observation bd4dcc94-357e-4971-89eb-666bd84415e8 · inbound

DiagR1: A Vision-Language Model Trained via Reinforcement Learning for Digestive Pathology Diagnosis cites this paper.

DiagR1: A Vision-Language Model Trained via Reinforcement Learning for Digestive Pathology Diagnosis A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 31

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no resolver link, observed 2026-08-15T18:15:43.530778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:15:43.530778Z digest=sha256:c674c097e8a15243e74af01e5c31d810cc13b905d52a26534b3aba945d2a66b3

Observation bc40be2f-66b6-4b5f-89ee-e759ea309126 · inbound

Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment cites this paper.

Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 149

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no resolver link, observed 2026-08-06T05:31:24.890261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T05:31:24.890261Z digest=sha256:1c9ac73e24aae565053639dc37002af8bb6968b4e7997d69b33e4d45c0cd9db6

Observation 951251cc-df5f-47b2-ae90-d9226c25f420 · inbound

Modality Bias in LVLMs: Analyzing and Mitigating Object Hallucination via Attention Lens cites this paper.

Modality Bias in LVLMs: Analyzing and Mitigating Object Hallucination via Attention Lens A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 42

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no resolver link, observed 2026-08-06T05:04:25.893897Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T05:04:25.893897Z digest=sha256:9a8ac27f71fee8a52d83f1af6faf5c8a8f24be0ee5cbb956b35328c4e3af1a77

Observation 5de9e9b4-3b3b-4b0b-8a74-0ee4b74e9fff · inbound

Boosting Pathology Foundation Models via Few-shot Prompt-tuning for Rare Cancer Subtyping cites this paper.

Boosting Pathology Foundation Models via Few-shot Prompt-tuning for Rare Cancer Subtyping A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 33

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no resolver link, observed 2026-08-05T17:45:06.449206Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:45:06.449206Z digest=sha256:e31b4e9071925d77a4be2a94ae3790baebb2553780c92c55d9b4697324199a97

Observation f356336d-23e7-4449-b940-ee91246d1fff · inbound

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis cites this paper.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 19

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no resolver link, observed 2026-08-05T14:48:58.286894Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:48:58.286894Z digest=sha256:1aa38e05661c1e2e4fae5755cc8d04a001994d03a5b3643926949a0e6709798f

Observation e39c5988-48fc-40eb-9065-f1a4db92f9a1 · inbound

A Unified Low-level Foundation Model for Enhancing Pathology Image Quality cites this paper.

A Unified Low-level Foundation Model for Enhancing Pathology Image Quality A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 7

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no resolver link, observed 2026-08-05T13:00:47.740930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T13:00:47.740930Z digest=sha256:b54f47743fa3da2dc1846c8a5325b4060a230439bd89c58bf03c698f4f671884

Observation 81e6948f-1814-43ce-a2a8-df47ca274ba0 · inbound

A Multi-modal Agentic Co-pilot for Evidence Grounded Computational Pathology cites this paper.

A Multi-modal Agentic Co-pilot for Evidence Grounded Computational Pathology A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 9

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verified exact
arxiv_id, observed 2026-07-02T21:47:27.825419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T19:32:46.604200Z digest=sha256:63c6c9094c7fb1b9f5f8fa1e7fd640f62e202ca41ce11ba2e2aa95c06cccb14a

Observation 13a7da4f-13f6-4e5b-8e04-f63d06e01b89 · inbound

Mitigating Batch Effects in Histopathology via Language-Mediated Robust Embedding Generation cites this paper.

Mitigating Batch Effects in Histopathology via Language-Mediated Robust Embedding Generation A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

Reference 79

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verified exact
arxiv_id, observed 2026-06-30T10:04:35.962279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T10:01:21.792617Z digest=sha256:2f3679291916e4bab48cfb9b972672ab2a9b712f42c89eed0b2fab76df63120b