Paper Citation Record · LEDGER

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis

As of 12 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2411.18225.

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

pith.paper-citation-record.v1
2411.18225 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:28:05.037291Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-20T14:48:09.963286Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T14:48:23.169994Z

Reference resolution

35 of 35 outbound references displayed

verified exact0
verified fuzzy30
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ef1dea2-4914-487a-9dcc-76e1df0819de · outbound

This paper cites Structured crowdsourcing enables convolu- tional segmentation of histology images.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Structured crowdsourcing enables convolu- tional segmentation of histology images

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.383240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation da745e6a-16f4-4555-b7f2-a0009904e817 · outbound

This paper cites Multiple instance learning: A survey of problem characteristics and applications.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Multiple instance learning: A survey of problem characteristics and applications

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.374341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 383ad8cd-d79c-4ab5-8cce-7b2a8854dca4 · outbound

This paper cites Emerg- ing properties in self-supervised vision transformers.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Emerg- ing properties in self-supervised vision transformers

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.365414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d429d0b2-3c9d-4f11-ae03-b865bf81f9d0 · outbound

This paper cites HiP: Hierarchical Perceiver.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis HiP: Hierarchical Perceiver

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T11:28:04.931983Z

Source-reported events for the cited work

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Observation 187e2ae7-fd3c-4590-97a5-69c83333211d · outbound

This paper cites Chen, Ming Y.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Chen, Ming Y

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.355623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation de98f570-3c1e-440c-a27f-65d6e5cf2bab · outbound

This paper cites Chen, Chengkuan Chen, Yicong Li, Tiffany Y.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Chen, Chengkuan Chen, Yicong Li, Tiffany Y

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.347031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d2335a46-d291-4dd9-a2a6-8906362cfdb5 · outbound

This paper cites Towards a general-purpose foundation model for com- putational pathology.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Towards a general-purpose foundation model for com- putational pathology

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.338654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6c5c8210-9227-4337-a104-85b7e1fd1f42 · outbound

This paper cites Differentiable patch selection for image recognition.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Differentiable patch selection for image recognition

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.330362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d413ba8a-735b-4f08-8ff1-0bbca8e73467 · outbound

This paper cites Li, and Li Fei-Fei.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Li, and Li Fei-Fei

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T11:28:04.949898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f596ad37-e163-4297-8c5c-5bfd6f3107fc · outbound

This paper cites an unresolved cited work.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:28:05.317957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 45bac845-312b-42b7-be5f-7dc48b335c40 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis An image is worth 16x16 words: Transformers for image recognition at scale

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.309933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 249a36cd-9c25-4c59-9f34-3c3a890f1311 · outbound

This paper cites Multimodal dynamics: Dynamical fusion for trustworthy multimodal classification.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Multimodal dynamics: Dynamical fusion for trustworthy multimodal classification

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.301019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d7fba8fc-1c87-4dc0-b3d2-93f2c51d9339 · outbound

This paper cites Zhang, Shaoqing Ren, and Jian Sun.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Zhang, Shaoqing Ren, and Jian Sun

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.291765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 6aafd184-eade-40de-960d-a5cd47a0d9d3 · outbound

This paper cites Registration-enhanced mul- tiple instance learning for cervical cancer whole slide image classification.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Registration-enhanced mul- tiple instance learning for cervical cancer whole slide image classification

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.282723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation d59f3c83-44d0-4c6b-8cf4-c978a4197df3 · outbound

This paper cites Attention-based deep multiple instance learning.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Attention-based deep multiple instance learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.273095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 383b7d4d-3d54-4736-aa33-949465eb54e7 · outbound

This paper cites Tomczak, and Max Welling.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Tomczak, and Max Welling

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.263037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f0ad9176-e3b6-488f-9ac9-3f8df019257f · outbound

This paper cites Eliceiri.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Eliceiri

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.253547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ab132d1c-b9fc-41d3-9f96-1e813ea4beb3 · outbound

This paper cites Sisk, Huihui Ye, William D.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Sisk, Huihui Ye, William D

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.244855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e432d670-5c88-4f7e-a65f-ffb04a12fbb4 · outbound

This paper cites Graph cnn for survival analysis on whole slide pathological images.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Graph cnn for survival analysis on whole slide pathological images

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.235602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c434c3d8-0050-49eb-a206-d692cdffb9f4 · outbound

This paper cites 1399 h&e-stained sentinel lymph node sections of breast cancer patients: the camelyon dataset.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis 1399 h&e-stained sentinel lymph node sections of breast cancer patients: the camelyon dataset

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.225623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b0a6aaaf-cde5-47b5-8bf5-0a269a8a247b · outbound

This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Swin transformer: Hierarchical vision transformer using shifted windows

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.215200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 4b65763f-6644-4823-be76-3586ccf8f54a · outbound

This paper cites Lu, Drew F.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Lu, Drew F

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.204556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 29e01dbb-8210-4082-bb2f-4cfbef76bc65 · outbound

This paper cites A threshold selection method from gray- level histograms.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis A threshold selection method from gray- level histograms

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T11:28:04.996439Z

Source-reported events for the cited work

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Observation fe9af413-1f82-4604-86b2-320a8b8c7573 · outbound

This paper cites TIAToolbox as an end-to-end li- brary for advanced tissue image analytics.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis TIAToolbox as an end-to-end li- brary for advanced tissue image analytics

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.189086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 72cb4af1-1e47-4dfc-8419-5414936417c9 · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis U- net: Convolutional networks for biomedical image segmen- tation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.180545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 768c7e36-dfcc-4016-849b-f7fd7881d981 · outbound

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

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Transmil: Transformer based correlated multiple instance learning for whole slide image classification

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.171828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c9e7d6e8-672c-48f4-89e1-3064b3bd9540 · outbound

This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Very Deep Convolutional Networks for Large-Scale Image Recognition

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T11:28:05.009547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd32d67e-7417-4a9a-b333-93237e44c497 · outbound

This paper cites Differentiable zooming for multiple instance learn- ing on whole-slide images.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Differentiable zooming for multiple instance learn- ing on whole-slide images

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.162380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3b8e56af-beb3-429b-bada-aa74177ce31e · outbound

This paper cites Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.151064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 16dd574b-103e-4a43-83a6-93b85a999252 · outbound

This paper cites Steiner, Zhaoyang Xu, Apaar Sad- hwani, Hongwu Wang, Isabelle Flament-Auvigne, Craig H.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Steiner, Zhaoyang Xu, Apaar Sad- hwani, Hongwu Wang, Isabelle Flament-Auvigne, Craig H

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.141655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 946a43e0-d9aa-4b12-a8a3-835552746d9a · outbound

This paper cites Nystr¨omformer: A nystr¨om-based algorithm for approximat- ing self-attention.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Nystr¨omformer: A nystr¨om-based algorithm for approximat- ing self-attention

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.130156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5afc739b-73c3-4f03-8b2e-4d244fa84a68 · outbound

This paper cites Whole slide images based cancer survival prediction using attention guided deep multi- ple instance learning networks.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Whole slide images based cancer survival prediction using attention guided deep multi- ple instance learning networks

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.120119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 0700ac48-41fa-4886-be15-73bd1349b464 · outbound

This paper cites Bias in Cross- Entropy-Based training of deep survival networks.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Bias in Cross- Entropy-Based training of deep survival networks

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.108748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation cd1fb80f-3e0d-4cac-8e5b-50f54932b979 · outbound

This paper cites Arik, and Tomas Pfister.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Arik, and Tomas Pfister

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.097987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 40514150-e9ae-4bb7-90f8-86341c316a54 · outbound

This paper cites Predicting lymph node metastasis using histopathological images based on multiple instance learning with deep graph convolution.

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis Predicting lymph node metastasis using histopathological images based on multiple instance learning with deep graph convolution

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T11:28:05.087776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation 1d97bdf1-16ff-4990-a6ce-187947249409 · inbound

Spatial Blindness in Whole-Slide Multiple Instance Learning cites this paper.

Spatial Blindness in Whole-Slide Multiple Instance Learning PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:48:23.188528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7180ae99-14d3-40d2-bfe1-dc49365f3d50 · inbound

GCE-MIL: Faithful and Recoverable Evidence for Multiple Instance Learning in Whole-Slide Imaging cites this paper.

GCE-MIL: Faithful and Recoverable Evidence for Multiple Instance Learning in Whole-Slide Imaging PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:38:21.649375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.