Paper Citation Record · LEDGER

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection

As of 18 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 1 inbound Pith citation observation for arXiv:2505.05248.

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

pith.paper-citation-record.v1
2505.05248 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:12:56.770406Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:12:56.683590Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T23:12:56.816801Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy21
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 90fdd647-c7c7-47bd-8ee5-a7cfaa6d54bb · outbound

This paper cites White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T23:12:56.822648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a27fa9ae-e9c1-4b77-a43b-03d25c525638 · outbound

This paper cites 2 shows the pipeline of our new data augmentation method: First, we generate a bank of artificial lights using the training dataset (Section 2.1).

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection 2 shows the pipeline of our new data augmentation method: First, we generate a bank of artificial lights using the training dataset (Section 2.1)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:57.030908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fdd46452-7e15-4a29-b68b-ab34efa1082b · outbound

This paper cites Each of the 4 transformations listed above transforms the original 300 re- gions: thus, 4 x 300 = 1,200 new images.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Each of the 4 transformations listed above transforms the original 300 re- gions: thus, 4 x 300 = 1,200 new images

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:57.022521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ad790790-0058-4cff-8d3b-1ed6a8f66fd3 · outbound

This paper cites The data used for this research comes from the Harvard Dataverse [19].

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection The data used for this research comes from the Harvard Dataverse [19]

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:57.013466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 22371c7d-ddf6-43fc-bded-6f4eca997943 · outbound

This paper cites an unresolved cited work.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:57.005037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8e7fa7e7-cd5b-4c10-b5fb-bc0b04085a9e · outbound

This paper cites Ethical approval was not required as confirmed by the licenses attached with the open access datasets.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Ethical approval was not required as confirmed by the licenses attached with the open access datasets

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.995341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 9da898d6-827a-4a04-a7b5-07015a0c6a1f · outbound

This paper cites an unresolved cited work.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T23:12:56.986864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c8350c8c-7931-4c3b-b277-6b3efca89733 · outbound

This paper cites Colorectal cancer statistics, 2023,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Colorectal cancer statistics, 2023,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.978060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a0492377-6403-4bdf-a592-fc7997765642 · outbound

This paper cites Colorectal cancer: Key facts,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Colorectal cancer: Key facts,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.969845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8905f31c-a64b-49ba-b3c4-d7e6c5f38cf0 · outbound

This paper cites IHCSurv: Ef- fective immunohistochemistry priors for cancer survival analysis in gigapixel multi-stain whole slide images,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection IHCSurv: Ef- fective immunohistochemistry priors for cancer survival analysis in gigapixel multi-stain whole slide images,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.961313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f2a84dff-6c0c-4212-9865-dbb3045e09c9 · outbound

This paper cites Boosting Medical Image Classification with Segmentation Foundation Model.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Boosting Medical Image Classification with Segmentation Foundation Model

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:56.720891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68bdfaf8-3909-458a-a421-b127b3d4e47d · outbound

This paper cites Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:12:56.725492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75a10297-2677-4c77-9d6d-433a93072109 · outbound

This paper cites The impact of screening on colorectal cancer mortality and incidence: has it really made a dif- ference?,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection The impact of screening on colorectal cancer mortality and incidence: has it really made a dif- ference?,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.952760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 35635417-09da-43bf-aac9-c247a8671854 · outbound

This paper cites Colonic polyps: diagnosis and surveillance,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Colonic polyps: diagnosis and surveillance,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.943787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 786644ea-ea78-4cf5-a366-e38e978afb84 · outbound

This paper cites A robust real-time deep learning based automatic polyp detection system,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection A robust real-time deep learning based automatic polyp detection system,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.935444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e9eb08ee-b4ff-4fce-a15f-b747b9e22ecf · outbound

This paper cites Bernal and A.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Bernal and A

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.926035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ed172bf0-0de6-42e0-86b1-40511ffec25d · outbound

This paper cites Colorectal polyp detection in colonoscopy images using YOLO-V8 network,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Colorectal polyp detection in colonoscopy images using YOLO-V8 network,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.917402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 7bde76a9-6170-452d-a576-bc110bca4018 · outbound

This paper cites Intracker: An integrated detector-tracker framework for cell detection and tracking,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Intracker: An integrated detector-tracker framework for cell detection and tracking,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.908782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation c81a6416-b4f2-4cbd-b7f8-59dc6ad4986b · outbound

This paper cites You only look once: Unified, real-time object detection,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection You only look once: Unified, real-time object detection,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.899757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 44b1eb2a-2667-454b-ac6e-e515fa16dcfc · outbound

This paper cites Faster R-CNN: Towards real-time object detection with region proposal networks,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Faster R-CNN: Towards real-time object detection with region proposal networks,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.890492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 13fdb2d1-acf0-462f-adce-0eb73f8b919b · outbound

This paper cites Spatial pyramid pooling in deep convolutional networks for visual recog- nition,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Spatial pyramid pooling in deep convolutional networks for visual recog- nition,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.881899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a2100574-d6d5-49d2-8728-1972614e8d82 · outbound

This paper cites Polyp detection during colonoscopy using a regression- based convolutional neural network with a tracker,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Polyp detection during colonoscopy using a regression- based convolutional neural network with a tracker,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.872115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation db92ce82-fab9-4585-84df-949f311c9114 · outbound

This paper cites Real- time polyp detection model using convolutional neural networks,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Real- time polyp detection model using convolutional neural networks,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.862337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 83c8779b-eb9e-4f68-9868-d71f00845617 · outbound

This paper cites Yolov3: An incremental improvement,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Yolov3: An incremental improvement,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.853210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 462d17ba-03c4-4571-b80f-c288d8088705 · outbound

This paper cites Improved polyp detection from colonoscopy im- ages using finetuned YOLO-v5,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Improved polyp detection from colonoscopy im- ages using finetuned YOLO-v5,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.843586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4abedeec-4e98-4eec-94a6-595ba3d65f3d · outbound

This paper cites Replication Data for: Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations,.

White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection Replication Data for: Colonoscopy Polyp Detection and Classification: Dataset Creation and Comparative Evaluations,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:12:56.833202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 90fdd647-c7c7-47bd-8ee5-a7cfaa6d54bb · inbound