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Paper Citation Record · LEDGER

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation

As of 9 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2507.04862.

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

pith.paper-citation-record.v1
2507.04862 v3

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:43:01.310097Z

measured 40 of 40 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

40 of 40 outbound references displayed

  • verified exact12
  • verified fuzzy6
  • unresolved21
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7e23483-4bf9-4ed8-aa55-dbb16bf69123 · outbound

This paper cites write newline.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation write newline

Reference 1

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no resolver link, observed 2026-08-06T19:43:01.179132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.179132Z digest=sha256:1bdb623fc7377cc9d6c6574eae55f63fb61ad9914a4b408fb4143df5819eb983

Observation ec6943a2-4a8f-42bd-9527-c60e1314de2d · outbound

This paper cites write newline.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation write newline

Reference 2

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no resolver link, observed 2026-08-06T19:43:01.183397Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-06T19:43:01.183397Z digest=sha256:b1e2c7965945499e2a8203b115d5e28fdeff74077f54ea5abdf8501091dd98cd

Observation 77be96d9-3408-4948-a1c2-15483f8f6540 · outbound

This paper cites write newline.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation write newline

Reference 3

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no resolver link, observed 2026-08-06T19:43:01.186893Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.186893Z digest=sha256:fdf2be49a959eeb2b5ac96f30c4811e9b45074b49d5d3342b191067f9b71225c

Observation bc447f25-dd5a-4c92-8fa2-c84809937257 · outbound

This paper cites , author Al-Mousa, A.A.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Al-Mousa, A.A

Reference 4

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no resolver link, observed 2026-08-06T19:43:01.190653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.190653Z digest=sha256:47618af0514d4dc5ab3acbb11347c76aeaee384c873d6a0243f75f83f8669218

Observation 08ff4040-55a5-4c6e-90c5-1a033eda5137 · outbound

This paper cites Synthetic Image Data for Deep Learning.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation Synthetic Image Data for Deep Learning

Reference 5

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metadata mismatch
local_arxiv, observed 2026-08-06T19:43:02.088496Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.193984Z digest=sha256:fe6c71b68db53f72b0f878786b16a696da6726ca9c6f62138cd794de02d7aad7

Observation 76690f68-09de-48aa-b961-b9e43cdcdf7b · outbound

This paper cites Wasserstein GAN.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation Wasserstein GAN

Reference 6

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no resolver link, observed 2026-08-06T19:43:01.197941Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.197941Z digest=sha256:7d62f77bcac34234926ce5b7deade259a90dfecf0cd89f49abf6672139b0040f

Observation 16dfdc0c-8a67-4cbb-a710-8bd2cb621c2c · outbound

This paper cites , author Javaid, U.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Javaid, U

Reference 7

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no resolver link, observed 2026-08-06T19:43:01.202227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.202227Z digest=sha256:f74fa4a51c8170f10c79eacc5dd6ffcc695f2eaffaa306824cfc34eb1f0f39e7

Observation 7fe3358c-4b63-4946-b2aa-cf10289f1340 · outbound

This paper cites , author Arora, S.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Arora, S

Reference 8

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no resolver link, observed 2026-08-06T19:43:01.205461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.205461Z digest=sha256:3dd5af5e1b271deb28e2393a1388fa17a1098dcb7e6743b0d4ccc7fe94f982d9

Observation fb6ba357-47c7-4980-a27d-a43eb5028368 · outbound

This paper cites Beyond Privacy: Navigating the Opportunities and Challenges of Synthetic Data.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation Beyond Privacy: Navigating the Opportunities and Challenges of Synthetic Data

Reference 9

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no resolver link, observed 2026-08-06T19:43:01.209567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.209567Z digest=sha256:58e184dc7266f7fd4e8fb3022dc2d48e18acaf455abb7332bc84caa3d0590797

Observation eeafa563-eb9c-444c-a85f-6e7215a49e22 · outbound

This paper cites , author Joshi, N.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Joshi, N

Reference 10

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verified exact
raw_fallback, observed 2026-08-06T19:43:01.996970Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.214224Z digest=sha256:73487de65d25c97f9722ce4601a4c2d2f4b5497077ac0be321c8a9b901b1116b

Observation 54bb8cac-a6ec-49d2-96aa-57f66b0ad403 · outbound

This paper cites , author Min, H.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Min, H

Reference 11

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raw_fallback, observed 2026-08-06T19:43:02.224104Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.217304Z digest=sha256:9f31d3e25eddfdf9bee205795e1ac95db6e93f3c901f4aa467c51c761673932f

Observation a630883f-432f-4aab-8a39-e95ea20d5dae · outbound

This paper cites , author Schmidt, V.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Schmidt, V

Reference 12

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no resolver link, observed 2026-08-06T19:43:01.220491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.220491Z digest=sha256:33530a93ab8eb8bd9b608485b670bf4f9e2b9ef1d18b933a84b94ff3095e0d92

Observation 2ef9aace-1db3-41e3-bfab-2157d4426e54 · outbound

This paper cites , author Tran, R.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Tran, R

Reference 13

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verified fuzzy
raw_fallback, observed 2026-08-06T19:43:02.208972Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.223715Z digest=sha256:b93a2b5181d6a62c921841dfb73c33fb77d6a85f8fb4855f8505cfaa25f9e143

Observation c72bd9d7-25e4-4796-bd70-c55e4e8ccc54 · outbound

This paper cites title Greenhouse gas reporting: conversion factors 2023.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation title Greenhouse gas reporting: conversion factors 2023

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-06T19:43:02.200022Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.227272Z digest=sha256:2f1a5cab167f39c58b584ff111fe90ac3ad25573b8e558d0c4a5802782da22f7

Observation 296e8ee4-918c-4f76-9509-2a585ff97405 · outbound

This paper cites , author Landau, B.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Landau, B

Reference 15

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verified exact
raw_fallback, observed 2026-08-06T19:43:01.925885Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.230238Z digest=sha256:76b6772f1d4d0c36692e48e961f8e54b8c8c88ae0b2d44bc66d8d520760860ab

Observation 0d5b5cf3-9fdb-41a6-aaba-f5aef8b0e55c · outbound

This paper cites Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification

Reference 16

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verified exact
local_arxiv, observed 2026-08-06T19:43:01.844776Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.233171Z digest=sha256:7b74fb7bf87ca60628330f50f67ffe4486531841e82c39a0e00db18289a957c5

Observation 9f8bc0cb-c7bb-4ac2-b0d8-640426472081 · outbound

This paper cites , author Anjos, A.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Anjos, A

Reference 17

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verified exact
doi, observed 2026-08-06T19:43:01.443060Z

Source-reported events for the cited work

correction dated 2023-08-07. Source: crossref record 10.1038/s41598-023-40057-0->10.1038/s41598-022-09675-y:correction, observed 2026-07-11T03:03:07.33403+00:00. This notice travels one citation hop only.

source=arxiv_source observed=2026-08-06T19:43:01.236472Z digest=sha256:2c5255be93ce9bfa187463bdd119724e27a3ab1d9aa9356df64dc3f8ad9f48c3

Observation 4f24e7c7-9aee-4931-ab72-0e7fbad03f06 · outbound

This paper cites , author Shung, D.L.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Shung, D.L

Reference 18

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no resolver link, observed 2026-08-06T19:43:01.240306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.240306Z digest=sha256:6ffed2411e2740607d519f6836f624b51bd0e555820b9fc2c6bdbf7d7a07ff7d

Observation 0a545729-10fd-402f-b722-6f67b46e6388 · outbound

This paper cites Generative Adversarial Networks.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation Generative Adversarial Networks

Reference 19

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no resolver link, observed 2026-08-06T19:43:01.243381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.243381Z digest=sha256:068e4f54cc2ff2d2158eda9450579eb3d79efc8f4eb3c4439dfa91e5b938dfcd

Observation 0f96d62a-9acc-4fc4-8496-724eda5c6f38 · outbound

This paper cites , author Ramsauer, H.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Ramsauer, H

Reference 20

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verified fuzzy
raw_fallback, observed 2026-08-06T19:43:02.190820Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.247084Z digest=sha256:e59e5f3953df8b6f87af2fd70c2231c5896f45233e5119852325fa2c0487277f

Observation 7373e231-a379-48fe-b8ce-a11d9981b25d · outbound

This paper cites , author Hong, Y.J.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Hong, Y.J

Reference 21

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verified exact
doi, observed 2026-08-06T19:43:01.420908Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.250071Z digest=sha256:1b75e74dc91bbab9a4c8e04de3195b20b39c183968ba1ef0041eb3f07d3e5493

Observation df260439-1503-4f78-a6fd-0d3b275be3ec · outbound

This paper cites Progressive Growing of GANs for Improved Quality, Stability, and Variation.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation Progressive Growing of GANs for Improved Quality, Stability, and Variation

Reference 22

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no resolver link, observed 2026-08-06T19:43:01.253800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.253800Z digest=sha256:74945dd4b0734ab00f1e06ae6d5870bdd35444db8e5c91082b1fcb593a8a5d79

Observation d9a69f08-21ec-42a9-9e40-48c26b96eaf9 · outbound

This paper cites , author Laine, S.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Laine, S

Reference 23

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no resolver link, observed 2026-08-06T19:43:01.257362Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.257362Z digest=sha256:794acc519a2485b6fac46992adc8b2b1e6bab0ec6c11426495b5feb3cf74bc9f

Observation 28519f99-42bd-4055-8c58-230da55ebae8 · outbound

This paper cites , author Raftery, A.E.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Raftery, A.E

Reference 24

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verified exact
raw_fallback, observed 2026-08-06T19:43:01.765590Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.260421Z digest=sha256:9ae1321ad225400f0d1b5e72ffc90c598f1df54c50a83ded2d89e78a23c429ae

Observation cf829e2a-0285-4d36-a964-416b18689c3d · outbound

This paper cites , author Zhang, K.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Zhang, K

Reference 25

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unresolved
no resolver link, observed 2026-08-06T19:43:01.263416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.263416Z digest=sha256:f5f433641a50e2e562d782383c5c3e6eb60539cb15c354d40c14cddc96ae1267

Observation b11fb488-4cf4-4088-8883-914d9179705e · outbound

This paper cites , author Kim, J.Y.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Kim, J.Y

Reference 26

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verified exact
doi, observed 2026-08-06T19:43:01.398877Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.266277Z digest=sha256:4e0f0c40dbec058b356e079eadbf58397a57cd8d5e99f56f82cf2c89f3c28ed2

Observation 5aedd808-8d41-4877-8a88-fd7067069024 · outbound

This paper cites , author Rachitskaya, A.V.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Rachitskaya, A.V

Reference 27

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unresolved
no resolver link, observed 2026-08-06T19:43:01.269525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.269525Z digest=sha256:5dc7ac635195a1622f0fd2c0a1c2d14d619f6409862fe0cd20ef82605734dc7b

Observation 6e5d57d2-cedb-4e7d-a706-1fce630bdb75 · outbound

This paper cites , author Joshi, N.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Joshi, N

Reference 28

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unresolved
no resolver link, observed 2026-08-06T19:43:01.273364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.273364Z digest=sha256:1d904017406db18a1a0787e4b2abaf312ddd3f5e880065dacca1dd8edf18d75e

Observation 33b9e35e-8bcf-400c-aecb-cf0989a8d455 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 29

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unresolved
no resolver link, observed 2026-08-06T19:43:01.276458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.276458Z digest=sha256:39272d27cc8f9aa3fab75f7f991987b05a146dd1c4499b5412d9886d6b2dd81a

Observation 40641737-fc38-402f-b036-e3d474b47475 · outbound

This paper cites , author Batouty, N.M.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Batouty, N.M

Reference 30

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verified exact
doi, observed 2026-08-06T19:43:01.389505Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.279634Z digest=sha256:8bf8e823266db01c31a2592bd513572aa94ba60c60ccb25c21af0b51738843c5

Observation e6b1d610-d5f9-47ea-9be3-b3e20a926a6b · outbound

This paper cites , year 2020.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , year 2020

Reference 31

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raw_fallback, observed 2026-08-06T19:43:02.181652Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.282550Z digest=sha256:2daf88228114ba9ef3fb973f8397a726c20c2fb0757ab7d6704f597e724a4be5

Observation 88205593-6dbf-4554-9543-7e20dfc35dd0 · outbound

This paper cites , author Khoshgoftaar, T.M.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Khoshgoftaar, T.M

Reference 32

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unresolved
no resolver link, observed 2026-08-06T19:43:01.285440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.285440Z digest=sha256:540390eae04590b11e9f85225be1a5b20b11ae8fd4946c3d7e1d0339d7b95383

Observation 4b3734c2-daf0-4bb8-b41c-63f6468095f1 · outbound

This paper cites , author Khanna, M.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Khanna, M

Reference 33

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verified exact
doi, observed 2026-08-06T19:43:01.374871Z

Source-reported events for the cited work

retraction dated 2026-04-17. Source: crossref record 10.1007/s11042-026-21545-7->10.1007/s11042-023-15348-3:retraction, observed 2026-07-11T02:53:21.023363+00:00. This notice travels one citation hop only.

source=arxiv_source observed=2026-08-06T19:43:01.288398Z digest=sha256:44cab6454564a1e1d886e36642fabbd75be763211b06971dfc80ea74932df472

Observation 17bdd94c-aaed-4a6c-a028-55053d0efa25 · outbound

This paper cites , author Larsson, M.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Larsson, M

Reference 34

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verified exact
doi, observed 2026-08-06T19:43:01.365909Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.291413Z digest=sha256:a1b6ff16f4c4e0804a9a7c99758f0ad8872ac9922274f0bf3c92c16d8ae0df1f

Observation c0ba576f-8f1e-45e9-873e-d335f792dd1c · outbound

This paper cites , author Othmani, A.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Othmani, A

Reference 35

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unresolved
no resolver link, observed 2026-08-06T19:43:01.294318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.294318Z digest=sha256:3ae4dd426ad9e31bed9902ca7726aac959bc04b0725787e8716e81640418787a

Observation 64998d58-0832-4dd8-bf3b-fa693e8820b5 · outbound

This paper cites , author Sui, R.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Sui, R

Reference 36

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verified exact
doi, observed 2026-08-06T19:43:01.356798Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.297499Z digest=sha256:9543436352752fc0d3dfbd92dad07f93d95dcb938a658b9ea24c7b8353e3340c

Observation 41874d6c-7c47-422f-9e23-2f93491fa821 · outbound

This paper cites FairGAN: Fairness-aware Generative Adversarial Networks.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation FairGAN: Fairness-aware Generative Adversarial Networks

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T19:43:01.300567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.300567Z digest=sha256:2b81c5c494bb9401a370b9e2a325cc833fd390afbf3478cd65ef62fbb02dae90

Observation bbb6b0bb-6381-4fd8-8def-f1b5cbce4514 · outbound

This paper cites An empirical study on evaluation metrics of generative adversarial networks.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation An empirical study on evaluation metrics of generative adversarial networks

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T19:43:01.303833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T19:43:01.303833Z digest=sha256:4ede8cc24c83e015458c4261df9ab5789796a18e7cbe008bd4a27929be87e27f

Observation bd59364b-8730-4b9c-a703-bc5cd6a726eb · outbound

This paper cites , author Choi, J.Y.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Choi, J.Y

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T19:43:02.172556Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.307146Z digest=sha256:854326339aa0c9eb3987bd16cb6e43baae85f84ed61208c391a1254d5205deac

Observation 714af377-4068-4a10-bfcf-3bd4306c1854 · outbound

This paper cites , author Warfield, S.K.

Efficacy of Image Similarity as a Metric for Augmenting Small Dataset Retinal Image Segmentation , author Warfield, S.K

Reference 40

Resolution
verified exact
doi, observed 2026-08-06T19:43:01.337925Z

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.

source=arxiv_source observed=2026-08-06T19:43:01.310097Z digest=sha256:0ffc535473fc4daef7250bfcf45cf2fa601f6a848d9f83139bb65a8e4bcf6f81

Pith citing papers

No inbound Pith citation observations are available.