Paper Citation Record · LEDGER

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis

As of 8 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2505.21080.

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

pith.paper-citation-record.v1
2505.21080 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:44:36.708988Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

38 of 38 outbound references displayed

verified exact2
verified fuzzy17
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2212585-5daa-4fc0-9a53-1ad9e6d47a21 · outbound

This paper cites Acquiring breast mammograms Breast mammogram images were obtained from the Mendeley dataset archive, collected from the National Library of Medicine.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Acquiring breast mammograms Breast mammogram images were obtained from the Mendeley dataset archive, collected from the National Library of Medicine

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:44.410215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a345e18e-f063-42a3-ae8e-2be28d1f1e92 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:44.198376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4d5ead30-4ffb-4bdf-a86d-f6e1a0768649 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:43.328092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d19c798-d129-4615-b248-6cc5cc2dfc1a · outbound

This paper cites virtual fractal.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis virtual fractal

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:44.023357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c80c5dea-12a1-419a-93e6-183e7b12883b · outbound

This paper cites This technique provides a single -parameter characterization of structural disorder, and its utility is well established in mesoscopic condensed matter physics.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis This technique provides a single -parameter characterization of structural disorder, and its utility is well established in mesoscopic condensed matter physics

Reference 5

Resolution: verified exact; doi, observed 2026-08-07T13:44:43.845581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d507a1c3-3390-4e1b-8f81-8338444a90e8 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:43.671992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 04343dda-4219-4f7d-adc2-6232c7c1d9c2 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:43.494746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dfd82cbd-b736-4031-965e-7a01b2ab408f · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:43.157936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e1fd1b3e-a855-4759-9791-43e341ffd12c · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:43.003680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d3d7aa68-d432-459b-99c1-bc1c56eeebe0 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:42.797927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d8f913a-1713-4746-a0d4-fde40dc2a34c · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:42.577702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c1698ea-21ba-4798-8a6a-965a040fb8be · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:42.407651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5fb9a146-0caa-4797-a735-86e72055696a · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:42.192126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 95aa5e13-e26b-4d40-ba13-b97e7fe532ef · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:41.957406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36b3d1a3-2ace-444a-8c8c-e4a27277c975 · outbound

This paper cites Elkington, P.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Elkington, P

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:41.729416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dce758b4-846b-45a0-addf-e66f71ae8ed6 · outbound

This paper cites Bhandari, S.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Bhandari, S

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:41.557795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f00ed22-e426-4bf0-9a7c-b3ab48f00e9a · outbound

This paper cites Optical probing of fractal and multifractal connection to structural disorder in weakly optical disordered media: Application to cancer detection.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Optical probing of fractal and multifractal connection to structural disorder in weakly optical disordered media: Application to cancer detection

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:44:36.986615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2e90879-676f-4367-89c0-41687092f3cc · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:41.342776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 87aa33c2-d3eb-43a0-9d77-ca3f407b2485 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:41.196635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 66d57a88-8b05-49e8-bd9c-03a44b7bb636 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:40.968291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 12211fa4-a9cc-4f44-8dcd-5afd0c388b07 · outbound

This paper cites Pradhan, D.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Pradhan, D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:40.704398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3bd049e2-8b96-44e2-8e14-9b9bd9d0558b · outbound

This paper cites Pradhan, D.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Pradhan, D

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:40.510456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 03ba86d2-3c37-4558-8055-d879af5a418b · outbound

This paper cites Sahay, H.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Sahay, H

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:40.229429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b0e68208-5ee4-4d46-acb8-5bee306e8a49 · outbound

This paper cites Sahay, A.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Sahay, A

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:39.937013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d71c761-68ac-4f84-b9b7-8968cbf65a3e · outbound

This paper cites Adhikari, P.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Adhikari, P

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:39.663123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 360c8568-70d6-491e-867b-b8cdd981a830 · outbound

This paper cites Adhikari, P.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Adhikari, P

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:39.356591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3873d9eb-5b59-437a-9cab-f37ef54ecbbd · outbound

This paper cites Huang and T.-Y.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Huang and T.-Y

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:39.159404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8eb712d1-2ae0-48da-8eeb-01b41c17fa9e · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:38.952509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 94624c4c-b362-422f-ac9d-1e13c0463b76 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:38.723333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57577eb6-896b-47d8-bff5-db24f4e1c64d · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 30

Resolution: malformed identifier; no resolver link, observed 2026-08-07T13:44:35.787215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5dda828-707d-4cf1-918e-961be11bc1f3 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:38.495287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0f134109-00b3-4eba-a444-dc339b2490f4 · outbound

This paper cites Apachigawo, D.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Apachigawo, D

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:38.328031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 07d3888f-df91-4105-8e93-5c058b405549 · outbound

This paper cites Chhabra and R.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Chhabra and R

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:38.169881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8d660fe1-5bf7-4cba-9162-5211a5d8b4bc · outbound

This paper cites Stojić, I.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Stojić, I

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:37.994757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2bde90cc-d855-4738-840a-af1a0bad7835 · outbound

This paper cites an unresolved cited work.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:44:37.823201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 61854cad-f5c7-4e1e-8128-9d0943d08a90 · outbound

This paper cites Fröhlich, F.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Fröhlich, F

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:37.606581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 83ff350c-0832-4d9a-b59e-e404ece6b147 · outbound

This paper cites Pradhan and S.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Pradhan and S

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:37.453842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c682f273-7e16-4302-a52e-ec9df3cafe00 · outbound

This paper cites Pradhan and S.

Decoding Breast Cancer in X-ray Mammograms: A Multi-Parameter Approach Using Fractals, Multifractals, and Structural Disorder Analysis Pradhan and S

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:44:37.239820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.