Paper Citation Record · LEDGER

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging

As of 7 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2505.23637.

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

pith.paper-citation-record.v1
2505.23637 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:44:32.074726Z

measured 34 of 34 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 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

34 of 34 outbound references displayed

verified exact0
verified fuzzy11
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b0ecdc24-c8c8-4d3f-9a3f-d32e24a8d31e · outbound

This paper cites Introduction to radiomics.Journal of Nuclear Medicine, 61(4):488–495, 2020.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Introduction to radiomics.Journal of Nuclear Medicine, 61(4):488–495, 2020

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:34.153618Z

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 4c98a39b-5c97-4d77-9b72-292988b10adf · outbound

This paper cites Radiomics feature robustness as measured using an mri phantom.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Radiomics feature robustness as measured using an mri phantom

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:33.955292Z

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 258d557b-0992-4e15-b2e8-55c7a436583a · outbound

This paper cites Radiomics: the facts and the challenges of image analysis.European radiology experimental, 2:1–8, 2018.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Radiomics: the facts and the challenges of image analysis.European radiology experimental, 2:1–8, 2018

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:29.413704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 159395fa-cccb-43c1-b534-e22bc6c04896 · outbound

This paper cites Topology and data.Bulletin of the American Mathematical Society, 46(2):255–308, 2009.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Topology and data.Bulletin of the American Mathematical Society, 46(2):255–308, 2009

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:29.465168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3009086-870f-4f62-af11-aa8bb421dc22 · outbound

This paper cites Extracting insights from the shape of complex data using topology.Scientific reports, 3(1):1236, 2013.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Extracting insights from the shape of complex data using topology.Scientific reports, 3(1):1236, 2013

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:29.524318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d80eda0-c5f4-4c1e-8cc1-cec212653639 · outbound

This paper cites Barcodes: the persistent topology of data.Bulletin of the American Mathematical Society, 45(1):61–75, 2008.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Barcodes: the persistent topology of data.Bulletin of the American Mathematical Society, 45(1):61–75, 2008

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:29.577875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbcd9b8c-9840-4f9f-b2c6-3758e8f7db01 · outbound

This paper cites American Mathematical Society, 2022.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging American Mathematical Society, 2022

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:29.630746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67f94165-84d5-4bc1-91d0-4da7da310a92 · outbound

This paper cites Topological data analysis in medical imaging: current state of the art.Insights into Imaging, 14(1):58, 2023.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Topological data analysis in medical imaging: current state of the art.Insights into Imaging, 14(1):58, 2023

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:29.718643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc756974-a40e-4ca0-94f0-67a7690b771c · outbound

This paper cites Lung topology characteristics in patients with chronic obstructive pulmonary disease.Scientific reports, 8(1):5341, 2018.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Lung topology characteristics in patients with chronic obstructive pulmonary disease.Scientific reports, 8(1):5341, 2018

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:29.809847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54dbf7d0-5696-49ab-ab79-3a9ac9c6e85b · outbound

This paper cites an unresolved cited work.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:29.931318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23d38b49-bed8-49e8-8543-9f29c5443c8e · outbound

This paper cites Topological data analysis of thoracic radiographic images shows improved radiomics-based lung tumor histology prediction.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Topological data analysis of thoracic radiographic images shows improved radiomics-based lung tumor histology prediction

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:30.034588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc1e41d-3a39-4594-8695-46c1858bfefc · outbound

This paper cites Algebraic topology-based machine learning using mri predicts outcomes in primary sclerosing cholangitis.European radiology experimental, 6(1):58, 2022.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Algebraic topology-based machine learning using mri predicts outcomes in primary sclerosing cholangitis.European radiology experimental, 6(1):58, 2022

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:33.764751Z

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 6942dc45-5fd6-4777-bcd4-b4a90dba4ada · outbound

This paper cites an unresolved cited work.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:30.186617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca3d6685-8bd1-49ab-a21f-3b113c3077fc · outbound

This paper cites Representation of texture structures with topological data analysis for stage ia lung adenocarcinoma in three-dimensional thoracic ct images.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Representation of texture structures with topological data analysis for stage ia lung adenocarcinoma in three-dimensional thoracic ct images

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:30.264612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcef5a8d-d8b4-491e-9aa3-add0bda08276 · outbound

This paper cites A comparative study of texture measures with classification based on featured distributions.Pattern recognition, 29(1):51–59, 1996.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging A comparative study of texture measures with classification based on featured distributions.Pattern recognition, 29(1):51–59, 1996

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:33.633934Z

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 aac76e69-5bfa-4dec-ba4d-ace27b5396f1 · outbound

This paper cites an unresolved cited work.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:44:33.438744Z

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 f5ca38d1-fbad-4b97-ac03-ce0421e8ec47 · outbound

This paper cites Simplicial models and topological inference in biological systems.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Simplicial models and topological inference in biological systems

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:33.221984Z

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 2158bd6a-ee4e-4ef5-933e-3f9bbf7d968f · outbound

This paper cites A roadmap for the computation of persistent homology.EPJ Data Science, 6:1–38, 2017.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging A roadmap for the computation of persistent homology.EPJ Data Science, 6:1–38, 2017

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:30.496572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d973b5ef-787c-43ea-b668-3a2742e0a438 · outbound

This paper cites reading.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging reading

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:30.566988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df508b41-fb05-49a5-968f-499a0b8c325f · outbound

This paper cites Learning representations of persistence barcodes.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Learning representations of persistence barcodes

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:33.039002Z

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 890ecec3-c70e-4f53-9184-b050035ce058 · outbound

This paper cites Persistence curves: A canonical framework for summarizing persistence diagrams.Advances in Computational Mathematics, 48(1):6, 2022.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Persistence curves: A canonical framework for summarizing persistence diagrams.Advances in Computational Mathematics, 48(1):6, 2022

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:30.771146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dbf3cfa-156c-4253-aff7-488ad2ba2e4b · outbound

This paper cites Persistence paths and signature features in topological data analysis.IEEE transactions on pattern analysis and machine intelligence, 42(1):192–202, 2018.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Persistence paths and signature features in topological data analysis.IEEE transactions on pattern analysis and machine intelligence, 42(1):192–202, 2018

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:30.904631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fad21d27-b5f0-4bb0-ba98-9e7286ecd29c · outbound

This paper cites Functional summaries of persistence diagrams.Journal of Applied and Computational Topology, 4(2):211–262, 2020.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Functional summaries of persistence diagrams.Journal of Applied and Computational Topology, 4(2):211–262, 2020

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:31.050523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b30ac1ec-f018-4109-b3b5-bd51b41e3323 · outbound

This paper cites An entropy- based persistence barcode.Pattern Recognition, 48(2):391–401, 2015.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging An entropy- based persistence barcode.Pattern Recognition, 48(2):391–401, 2015

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:31.185211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 009828da-012a-4c18-8e4d-60fa2cdd9f7c · outbound

This paper cites On the stability of persistent entropy and new summary functions for topological data analysis.Pattern Recognition, 107:107509, 2020.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging On the stability of persistent entropy and new summary functions for topological data analysis.Pattern Recognition, 107:107509, 2020

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:32.830158Z

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 2e1b598f-e77b-4a76-a284-dc3af3e800da · outbound

This paper cites Statistical topological data analysis using persistence landscapes.J.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Statistical topological data analysis using persistence landscapes.J

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:31.334423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f02535d-a904-4873-816c-7ee533646aa3 · outbound

This paper cites Tropical coordinates on the space of persistence barcodes.Foundations of Computational Mathematics, 19(1):101–129, 2019.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Tropical coordinates on the space of persistence barcodes.Foundations of Computational Mathematics, 19(1):101–129, 2019

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:32.664349Z

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 1e839140-3ab2-484c-b6e3-cb0b2be1c3d3 · outbound

This paper cites A survey of vectorization methods in topological data analysis.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging A survey of vectorization methods in topological data analysis.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:31.504888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5759eef4-8e4f-4263-b529-66023c978293 · outbound

This paper cites The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:31.587458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53ee56f0-4390-4afc-a9e1-f5c5c34752f0 · outbound

This paper cites Dataset of breast ultrasound images.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Dataset of breast ultrasound images

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:31.673244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9f5375b-49f4-4a95-82ca-71e2fb6d8a37 · outbound

This paper cites Current status of the digital database for screening mammography.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Current status of the digital database for screening mammography

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:32.519804Z

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 3883c1ff-45bf-41e6-b845-9fa1a2631185 · outbound

This paper cites Pedregosa, G.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Pedregosa, G

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:44:31.863846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a914092b-f2d2-4ad6-ae8f-a6aa944907ab · outbound

This paper cites PyCaret version 1.0.0.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging PyCaret version 1.0.0

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:32.411058Z

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 67a8f1db-09bf-42e4-8e74-95b845f994da · outbound

This paper cites Optuna: A next-generation hyperparameter optimization framework.

Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging Optuna: A next-generation hyperparameter optimization framework

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:44:32.244543Z

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.

Pith citing papers

No inbound Pith citation observations are available.