Paper Citation Record · LEDGER

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach

As of 9 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2509.02851.

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

pith.paper-citation-record.v1
2509.02851 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:24:57.873933Z

measured 43 of 43 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

43 of 43 outbound references displayed

verified exact5
verified fuzzy13
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00419dd9-06a5-4ee0-a020-ad037b6eb523 · outbound

This paper cites L., Miller, K.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach L., Miller, K

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:03.587558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7eca1d4c-394b-4013-bfe3-2036db1b89cf · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:03.413431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b5bf01ec-c6fa-4dee-9759-b9d5f357be68 · outbound

This paper cites L., Miller, K.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach L., Miller, K

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:03.217325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6c139c68-021b-493d-a6ba-1c2593921739 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:03.070071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e11b5c57-93a5-4f76-b735-2cdac58e7f73 · outbound

This paper cites L., Giaquinto, A.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach L., Giaquinto, A

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:02.978406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8a26d46a-6bf3-489e-a652-754beedb981c · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:02.761212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db58c136-b767-4a3b-bb36-b4b9f66427ea · outbound

This paper cites E., et al.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach E., et al

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:02.552367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c013eb2e-fa9a-4d1b-a970-45fe238ecdfe · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:02.400192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7a4dd88a-7921-4bd8-9813-9ebedb493db6 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:02.124834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation baa297de-b4a3-4b09-94e8-0864bbf006de · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:02.052315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79ac92bb-bf75-4ae3-9835-6cbdd32d7aec · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:01.873093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bb75f2e0-42f1-4554-b402-4697bb9e46fb · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:01.706578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3f4481d1-94f8-46be-9025-91362b5f62a0 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:01.588605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f52bf5a8-9eec-45ad-89eb-ea1b3d994aac · outbound

This paper cites & Zhang, C.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach & Zhang, C

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:01.477233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation adf40149-7416-400e-ba65-8b559b21c1b0 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:01.369183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 630acf86-b13e-4897-ab71-7e2986431405 · outbound

This paper cites E., et al.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach E., et al

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:01.252341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b819e536-79ad-42be-a5df-993693e94462 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:01.125534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 804601d7-5680-48b6-a224-1903b098ce0c · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:01.027162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f8a2220e-bf64-4ed1-baad-b5f60355a471 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:00.950685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17fd9a26-2252-4f37-833c-090d99d45a0f · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:00.821814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 17d35ec2-7972-487e-a7c0-5d1f4ee988d8 · outbound

This paper cites Lung and Colon Cancer Histopathological Image Dataset (LC25000).

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Lung and Colon Cancer Histopathological Image Dataset (LC25000)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T11:24:56.052413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8be2e147-988e-4831-a229-cfd03a5cf914 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 22

Resolution: verified exact; raw_fallback, observed 2026-08-05T11:24:58.708361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff886823-2b45-48ba-8e98-d24329932bdf · outbound

This paper cites E., Kim, H.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach E., Kim, H

Reference 23

Resolution: verified exact; doi, observed 2026-08-05T11:24:58.088468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 034bcc16-968c-4e23-b94a-e1d350ddc75c · outbound

This paper cites N., Krisam, J., Charoentong, P., Luedde, T., Herpel, E., Weis, C.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach N., Krisam, J., Charoentong, P., Luedde, T., Herpel, E., Weis, C

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:00.701555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation feb616ec-45b8-49ae-b0e6-750eafc36628 · outbound

This paper cites W., Suriawinata, A.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach W., Suriawinata, A

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:00.584700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e5176548-b57c-4f1e-98f0-a8ffcfad18c1 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:00.450352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 425ecce1-7e04-4581-a8d0-d9c18a243dde · outbound

This paper cites I., Tong, Y., Xu, C., Su, Y.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach I., Tong, Y., Xu, C., Su, Y

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:00.366186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b7c598a8-828c-47ef-8917-e5dd9ac575a1 · outbound

This paper cites Convolution Neural Networks for diagnosing colon and lung cancer histopathological images.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Convolution Neural Networks for diagnosing colon and lung cancer histopathological images

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:24:58.504313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13e34580-775d-41b9-960a-185c4cfd0d11 · outbound

This paper cites A., Bairagi, A.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach A., Bairagi, A

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:00.263533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef3780a1-bccd-4b5a-aa62-2c8240454212 · outbound

This paper cites Prediction of lung and colon cancer through analysis of histopathological images by utilizing Pre-trained CNN models with visualization of class activation and saliency maps.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Prediction of lung and colon cancer through analysis of histopathological images by utilizing Pre-trained CNN models with visualization of class activation and saliency maps

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:24:58.395321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 63dd5148-9d74-4b35-9bcc-1052ef8df730 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:00.136975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 76a1309a-8cc4-4d92-9be8-87dfc81abfcb · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:25:00.012642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e0c61089-8c90-4c61-839b-a53394260ae0 · outbound

This paper cites [34] addressed issues of feature redundancy through advanced optimization techniques.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach [34] addressed issues of feature redundancy through advanced optimization techniques

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:25:03.806662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7e942cc6-b3cf-42ed-9fb4-2a8560731d32 · outbound

This paper cites E., et al.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach E., et al

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:24:59.892119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1fa2b8da-7717-4878-a629-82dfeebe42d0 · outbound

This paper cites E., Sabour, S., & Frosst, N.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach E., Sabour, S., & Frosst, N

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T11:24:59.774272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a521d614-16ff-4802-a46b-33f8d76b79d1 · outbound

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

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T11:24:57.244326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c4d92a0-b198-4063-9db0-85667adf42fe · outbound

This paper cites What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-08-05T11:24:58.232184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f8164dd-1130-4a75-a993-5e3bad60252c · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:24:59.619421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3b7a6c2a-5b51-4ce4-abc7-c8507c9ab4e0 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:24:59.453223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bdee4190-de6d-4755-9176-3712a932d11f · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:24:59.270685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d06705ef-98f4-4240-be43-33abf0dfc60e · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:24:59.091562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be0caf9f-3896-4ec4-9c00-ba4d771feeff · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:24:58.953696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dd27f3d0-b32f-4ee9-846d-c903489c89a5 · outbound

This paper cites an unresolved cited work.

Multi-Scale Deep Learning for Colon Histopathology: A Hybrid Graph-Transformer Approach Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-05T11:24:58.815260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.