Paper Citation Record · LEDGER

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis

As of 21 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2508.20851.

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

pith.paper-citation-record.v1
2508.20851 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:48:58.371302Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

41 of 41 outbound references displayed

verified exact0
verified fuzzy32
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1e3b90c7-7aef-42c0-9589-e5ec14aef92a · outbound

This paper cites Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unannotated pathology slides,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unannotated pathology slides,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.910597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b315c202-54bb-4db8-8bd3-2d28783b019c · outbound

This paper cites Cancer survival prediction from whole slide images with self-supervised learning and slide consistency,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Cancer survival prediction from whole slide images with self-supervised learning and slide consistency,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.899086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 30e5f7e3-55f6-41a4-9bdd-a712d875f12f · outbound

This paper cites Transmil: Transformer based correlated multiple instance learning for whole slide image classification,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Transmil: Transformer based correlated multiple instance learning for whole slide image classification,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.886172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6232414e-cef8-4bf7-a622-ef287d0c7b50 · outbound

This paper cites Dtfd-mil: Double-tier feature distillation multiple instance learning for histopathology whole slide image classification,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Dtfd-mil: Double-tier feature distillation multiple instance learning for histopathology whole slide image classification,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.875199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2bb31fce-ab61-47a2-b14b-632f77325562 · outbound

This paper cites From patterns to patients: Advances in clinical machine learning for cancer diagnosis, prognosis, and treatment,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis From patterns to patients: Advances in clinical machine learning for cancer diagnosis, prognosis, and treatment,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.863219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 902c78fc-52b4-4376-8367-d7b0b6bbf9aa · outbound

This paper cites A pathology foundation model for cancer diagnosis and prognosis prediction,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis A pathology foundation model for cancer diagnosis and prognosis prediction,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.850880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 57e17940-fbb9-484c-a618-3ca5109d077a · outbound

This paper cites Cross-scale multi-instance learning for pathological image diagnosis,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Cross-scale multi-instance learning for pathological image diagnosis,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.839648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e314b8ae-c7a9-4931-993a-81eaad94ad53 · outbound

This paper cites Dual-stream multiple instance learn- ing network for whole slide image classification with self-supervised contrastive learning,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Dual-stream multiple instance learn- ing network for whole slide image classification with self-supervised contrastive learning,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.827617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2f1c5f14-81d8-4658-a896-95b8b328439f · outbound

This paper cites Pathologist-level interpretable whole-slide cancer diagnosis with deep learning,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Pathologist-level interpretable whole-slide cancer diagnosis with deep learning,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.816503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 18c1de5b-bc39-4ea2-841a-624bddba92bf · outbound

This paper cites Quantifying explainers of graph neural networks in computational pathology,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Quantifying explainers of graph neural networks in computational pathology,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.804327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53dc78de-78cf-4cfc-9a7e-f712fb55f240 · outbound

This paper cites Social network analysis of cell networks improves deep learning for prediction of molecular pathways and key mutations in colorectal cancer,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Social network analysis of cell networks improves deep learning for prediction of molecular pathways and key mutations in colorectal cancer,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.791193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c566ff10-8787-47f5-bfe0-5d1628516cea · outbound

This paper cites Wsi-vqa: Interpreting whole slide images by generative visual question answering,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Wsi-vqa: Interpreting whole slide images by generative visual question answering,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.778608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 37565924-2cca-4a50-a564-c09c2adfd842 · outbound

This paper cites Wsicaption: Multiple instance generation of pathology reports for gigapixel whole- slide images,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Wsicaption: Multiple instance generation of pathology reports for gigapixel whole- slide images,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.765255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1dcfd0d3-30aa-4183-b8f0-0d089938f741 · outbound

This paper cites Pathgen-1.6 m: 1.6 million pathology image-text pairs generation through multi-agent collaboration,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Pathgen-1.6 m: 1.6 million pathology image-text pairs generation through multi-agent collaboration,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.753436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09cbd259-70f4-46a1-9bb7-5e8c21f86162 · outbound

This paper cites Histgen: Histopathology report generation via local-global feature encoding and cross-modal context interaction,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Histgen: Histopathology report generation via local-global feature encoding and cross-modal context interaction,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.740619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 054fadde-966c-418b-9e5e-8e29a47557f0 · outbound

This paper cites A visual-language foundation model for computational pathology,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis A visual-language foundation model for computational pathology,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.726912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2cef9102-9e4b-444c-a379-9396c0c461c4 · outbound

This paper cites A foundation model for clinical-grade computational pathology and rare cancers detection,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis A foundation model for clinical-grade computational pathology and rare cancers detection,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.714245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 49a3d7d3-34ba-401f-b170-bab1fd6366cd · outbound

This paper cites A whole-slide foundation model for digital pathology from real-world data,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis A whole-slide foundation model for digital pathology from real-world data,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.702461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

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

This paper cites A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model.

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

Reference 19

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd2cad70-12b2-4261-82d5-94b1ebad45ea · outbound

This paper cites Florence-2: Advancing a unified representation for a variety of vision tasks,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Florence-2: Advancing a unified representation for a variety of vision tasks,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.690540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0866295d-8203-4e71-a5fb-634728c11f7c · outbound

This paper cites Groma: Localized visual tokenization for grounding multimodal large language models,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Groma: Localized visual tokenization for grounding multimodal large language models,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.680068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation afb19776-11d0-4344-8d96-d0469944d3be · outbound

This paper cites Omg-llava: Bridging image-level, object-level, pixel-level reasoning and understanding,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Omg-llava: Bridging image-level, object-level, pixel-level reasoning and understanding,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.667850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation af9934ca-6de8-4b77-89ab-c19a6937c343 · outbound

This paper cites Lisa: Reasoning segmentation via large language model,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Lisa: Reasoning segmentation via large language model,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T14:48:58.304459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af07dcc4-6e10-4fcb-a90a-1024ad7c9f08 · outbound

This paper cites Pixellm: Pixel reasoning with large multimodal model,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Pixellm: Pixel reasoning with large multimodal model,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.649193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cd91578a-01e6-4ac1-837f-0c45ace16bcc · outbound

This paper cites Glamm: Pixel grounding large multimodal model,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Glamm: Pixel grounding large multimodal model,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.637103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a4c0eae1-69b0-4583-a108-fe62f0e7bec5 · outbound

This paper cites Perceptiongpt: Effectively fusing visual perception into llm,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Perceptiongpt: Effectively fusing visual perception into llm,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.624458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59c73559-cf70-4d00-9eb9-a2920ea34c6d · outbound

This paper cites Gsva: Generalized segmentation via multimodal large language models,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Gsva: Generalized segmentation via multimodal large language models,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-05T14:48:58.318821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0da1f7e-307b-49a3-9611-4938f29df482 · outbound

This paper cites Visual programming for zero-shot open-vocabulary 3d visual grounding,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Visual programming for zero-shot open-vocabulary 3d visual grounding,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.604376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a3581282-5375-448b-8b2b-2c4b7c6ef8b2 · outbound

This paper cites Prima: Multi-image vision-language models for reasoning segmentation,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Prima: Multi-image vision-language models for reasoning segmentation,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T14:48:58.326059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1d46ea4-9af0-4f24-a73f-941a4cb2a59e · outbound

This paper cites GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T14:48:58.329980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79c27e72-ebe4-4a94-8f32-e8c072761441 · outbound

This paper cites Mmr: A large- scale benchmark dataset for multi-target and multi-granularity reasoning segmentation,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Mmr: A large- scale benchmark dataset for multi-target and multi-granularity reasoning segmentation,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.593346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c1224e2-3e99-4f6c-8202-0a23864fd8d4 · outbound

This paper cites Pannuke: an open pan-cancer histology dataset for nuclei instance segmentation and classification,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Pannuke: an open pan-cancer histology dataset for nuclei instance segmentation and classification,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.582094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f38b471c-1695-4b84-9c2d-cf371e8d498c · outbound

This paper cites an unresolved cited work.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:48:58.570072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a5e93b25-79e7-41bf-8e3c-321a837789de · outbound

This paper cites Inference of captions from histopatho- logical patches,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Inference of captions from histopatho- logical patches,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.558558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cfa436f2-eb94-4a0c-8413-acabd05dbde8 · outbound

This paper cites Hover-net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Hover-net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images,

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.546761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 53ec337e-bd11-463c-bdd6-21a7cbf127c1 · outbound

This paper cites Open-vocabulary semantic segmentation with mask-adapted clip,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Open-vocabulary semantic segmentation with mask-adapted clip,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.534953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 91a6a8b9-fabc-4d57-b439-bb5869565365 · outbound

This paper cites A foundation model for joint segmentation, detection and recognition of biomedical objects across nine modalities,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis A foundation model for joint segmentation, detection and recognition of biomedical objects across nine modalities,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.522763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b95ce267-db4c-44b7-a6d4-ee0a98d90657 · outbound

This paper cites Segment anything,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Segment anything,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T14:48:58.361141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cec35e48-a63d-4c9e-80c9-921d2ae04196 · outbound

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

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Learning transferable visual models from natural language supervision,

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T14:48:58.364880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c84917ff-7546-40b3-91e7-1438f7f939bb · outbound

This paper cites Visual instruction tuning,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Visual instruction tuning,

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-05T14:48:58.368077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1539d298-53d0-4194-bd12-58d5963e49b8 · outbound

This paper cites Llava-med: Training a large language-and-vision assistant for biomedicine in one day,.

PathMR: Multimodal Visual Reasoning for Interpretable Pathology Diagnosis Llava-med: Training a large language-and-vision assistant for biomedicine in one day,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:48:58.488982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.