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Paper Citation Record · LEDGER

Fundus Image Quality Assessment and Enhancement: a Systematic Review

As of 18 August 2026, this Paper Citation Record lists 100 of 126 outbound references and 0 inbound Pith citation observations for arXiv:2501.11520.

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

pith.paper-citation-record.v1
2501.11520 v1

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measured 100 of 126 reference resolution

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Pith citing papers itemized under the disclosed page cap.

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Reference resolution

100 of 126 outbound references displayed

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Outbound references

Observation 2698c0f9-8222-49d0-a4c3-7b3b407828b4 · outbound

This paper cites Blindness and vision impairment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Blindness and vision impairment,

Reference 1

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Observation ece25b6a-3c0d-4519-ab05-ce33853206e8 · outbound

This paper cites Artificial intelligence in ophthalmology: The path to the real-world clinic,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Artificial intelligence in ophthalmology: The path to the real-world clinic,

Reference 2

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Observation e41aef28-d868-44ae-88f6-64de6c8f1fad · outbound

This paper cites Economic evaluation of combined population- based screening for multiple blindness-causing eye diseases in china: a cost-effectiveness analysis,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Economic evaluation of combined population- based screening for multiple blindness-causing eye diseases in china: a cost-effectiveness analysis,

Reference 3

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Observation 2f632be3-5361-4e2a-b231-01b5a50ce871 · outbound

This paper cites Eye care in health systems: guide for action,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Eye care in health systems: guide for action,

Reference 4

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Observation bc6f03da-8903-42ef-a2c7-49e29abc7ab8 · outbound

This paper cites Image quality issues in teled- ermatology: a comparative analysis of artificial intelligence solutions,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Image quality issues in teled- ermatology: a comparative analysis of artificial intelligence solutions,

Reference 5

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Observation ecd0084d-fcf3-469f-a955-7cdf52f6b49b · outbound

This paper cites Sensitivity and specificity of handheld fundus cameras for eye disease: a system- atic review and pooled analysis,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Sensitivity and specificity of handheld fundus cameras for eye disease: a system- atic review and pooled analysis,

Reference 6

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Observation 16909f51-dba8-4ab7-a7a0-98aaa26f0d1b · outbound

This paper cites Automated fundus image quality assessment in retinopathy of prematurity using deep convolutional neural networks,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Automated fundus image quality assessment in retinopathy of prematurity using deep convolutional neural networks,

Reference 7

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Observation db3d2a4c-5c7e-4dac-b3c3-8d0b9c6e104e · outbound

This paper cites Quality assessment of non-mydriatic fundus photographs for glaucoma screening in primary healthcare centres: a real-world study,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Quality assessment of non-mydriatic fundus photographs for glaucoma screening in primary healthcare centres: a real-world study,

Reference 8

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Observation 2f2855cc-2235-4925-a869-65445fa786c9 · outbound

This paper cites A human-centered evaluation of a deep learning system deployed in clinics for the detection of diabetic retinopathy,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review A human-centered evaluation of a deep learning system deployed in clinics for the detection of diabetic retinopathy,

Reference 9

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Observation b39d5d99-a43d-462b-aed5-7d6c6ecb77fc · outbound

This paper cites Understanding how fundus image quality degradation affects cnn- based diagnosis,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Understanding how fundus image quality degradation affects cnn- based diagnosis,

Reference 10

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Observation 770f7205-56ea-4af5-9011-03d5e4e09434 · outbound

This paper cites Feasibility and clinical utility of handheld fundus cameras for retinal imaging,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Feasibility and clinical utility of handheld fundus cameras for retinal imaging,

Reference 11

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Observation 8625668b-86e0-45ad-b9de-d01b899c47a5 · outbound

This paper cites Fundus image quality as- sessment: survey, challenges, and future scope,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Fundus image quality as- sessment: survey, challenges, and future scope,

Reference 12

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Observation c7965e6c-8f7c-4c4c-8daf-1c0aec9ff077 · outbound

This paper cites Computational single fundus image restoration techniques: a review,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Computational single fundus image restoration techniques: a review,

Reference 13

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Observation 83e7ada8-12ce-43d2-af19-c0474108b8de · outbound

This paper cites Deepfundus: a flow-cytometry-like image quality classi- fier for boosting the whole life cycle of medical artificial intelligence,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Deepfundus: a flow-cytometry-like image quality classi- fier for boosting the whole life cycle of medical artificial intelligence,

Reference 14

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Observation e613669c-fcd9-45e7-87e4-7b6ac15c3bbb · outbound

This paper cites Applications of deep learning in fundus images: A review,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Applications of deep learning in fundus images: A review,

Reference 15

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Observation 99f33dfe-0cf7-4aef-9d92-058694aa5b2d · outbound

This paper cites Recent trends and advances in fundus image analysis: A review,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Recent trends and advances in fundus image analysis: A review,

Reference 16

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Observation 68e15a20-e61c-4a6e-8a8b-0e86d091bbbd · outbound

This paper cites Assessment of image quality on color fundus retinal images using the automatic retinal image analysis,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Assessment of image quality on color fundus retinal images using the automatic retinal image analysis,

Reference 17

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Observation b632c523-8ac1-4a8b-b008-d90580ca18b8 · outbound

This paper cites Image quality assessment of retinal fundus photographs for diabetic retinopathy in the machine learning era: A review,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Image quality assessment of retinal fundus photographs for diabetic retinopathy in the machine learning era: A review,

Reference 18

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Observation 1b64286e-f0b2-466a-82ac-1b235de93b24 · outbound

This paper cites Fundus image quality assessment: a brief review of techniques,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Fundus image quality assessment: a brief review of techniques,

Reference 19

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Observation 915cbc43-4afb-4f0b-9dfc-443bd7ef0c69 · outbound

This paper cites A review on methods of enhancement and denoising in retinal fundus images,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review A review on methods of enhancement and denoising in retinal fundus images,

Reference 20

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Observation 6428745e-37d3-4454-aade-7ad3ccb2c5e4 · outbound

This paper cites Image enhancement techniques for fundus images-a re- view,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Image enhancement techniques for fundus images-a re- view,

Reference 21

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Observation 399fd47c-0602-43e2-afcf-5132bfd055fb · outbound

This paper cites Quality and perceived usefulness of patient-submitted store- and-forward teledermatology images,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Quality and perceived usefulness of patient-submitted store- and-forward teledermatology images,

Reference 22

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Observation 37e7f9de-5fb1-4ab3-b08b-880f8a9ed0d1 · outbound

This paper cites An annotation-free restoration network for cataractous fundus images,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review An annotation-free restoration network for cataractous fundus images,

Reference 23

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Observation 6985d82f-dab3-46b5-bf65-46a523769f2a · outbound

This paper cites A generic fundus image enhancement network boosted by frequency self- supervised representation learning,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review A generic fundus image enhancement network boosted by frequency self- supervised representation learning,

Reference 24

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Observation 58a554ac-85d9-4638-8448-3352b746e0e8 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Image quality assessment: from error visibility to structural similarity,

Reference 25

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Observation d895f655-152b-4bd1-a664-2195f9e256c9 · outbound

This paper cites Multiscale structural sim- ilarity for image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Multiscale structural sim- ilarity for image quality assessment,

Reference 26

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Observation 3b3046e4-09e7-4ca7-8553-813252a99e58 · outbound

This paper cites Information content weighting for perceptual image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Information content weighting for perceptual image quality assessment,

Reference 27

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Observation 976e8ae8-0f75-40c8-b482-0eb8be3cf388 · outbound

This paper cites Fsim: A feature similarity index for image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Fsim: A feature similarity index for image quality assessment,

Reference 28

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Observation 630fa78b-beb5-466f-872e-afd73322561c · outbound

This paper cites Deep neural networks for no-reference and full-reference image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Deep neural networks for no-reference and full-reference image quality assessment,

Reference 29

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Observation 0043304f-fe07-4fac-b999-ca1185108da2 · outbound

This paper cites Perceptual quality as- sessment of smartphone photography,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Perceptual quality as- sessment of smartphone photography,

Reference 30

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Observation b7dea077-8430-4e69-8f9b-9e380e1c4cbb · outbound

This paper cites Retinal image quality assessment using deep learning,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal image quality assessment using deep learning,

Reference 31

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Observation d8b9119d-2aed-41fc-b501-0e3d808300fa · outbound

This paper cites Metaiqa: Deep meta- learning for no-reference image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Metaiqa: Deep meta- learning for no-reference image quality assessment,

Reference 32

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Observation d8b07b7c-80f9-4b14-aba9-00cb241f3b62 · outbound

This paper cites Small sample color fundus image quality assessment based on gcforest,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Small sample color fundus image quality assessment based on gcforest,

Reference 33

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Observation 42514f8f-f2ad-45d9-a38f-3cb0d53c447d · outbound

This paper cites Domain adapta- tive retinal image quality assessment with knowledge distillation using competitive teacher-student network,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Domain adapta- tive retinal image quality assessment with knowledge distillation using competitive teacher-student network,

Reference 34

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Observation 5cd637b8-fae8-40c0-8fab-1890b0c73024 · outbound

This paper cites Uncertainty-aware blind im- age quality assessment in the laboratory and wild,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Uncertainty-aware blind im- age quality assessment in the laboratory and wild,

Reference 35

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Observation b27bb075-3dd3-4844-8243-b9de34988105 · outbound

This paper cites Human visual system-based fundus image quality assessment of portable fundus camera photographs,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Human visual system-based fundus image quality assessment of portable fundus camera photographs,

Reference 36

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Observation a0961803-aed4-4d3f-84dd-9f4260ff5751 · outbound

This paper cites Eyequal: Accurate, explainable, retinal image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Eyequal: Accurate, explainable, retinal image quality assessment,

Reference 37

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Observation 39ddf45b-bfa9-4143-a517-c328f0c15894 · outbound

This paper cites Quality and content analysis of fundus images using deep learning,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Quality and content analysis of fundus images using deep learning,

Reference 38

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no resolver link, observed 2026-08-10T18:12:34.090466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.090466Z digest=sha256:afbe0140b851ccb153551968f95a854316fe941026a288789709b3c68c5873ce

Observation 2085f175-f100-4ea1-804d-c7f1ef644fd8 · outbound

This paper cites Evalu- ation of retinal image quality assessment networks in different color- spaces,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Evalu- ation of retinal image quality assessment networks in different color- spaces,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.095785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.095785Z digest=sha256:f6708d249536f0c92b5789eae1fd7c626a183ff2a6400b79ec611fc94bb1da76

Observation 57fc927e-6e8c-46ad-9194-703bd138cc08 · outbound

This paper cites Fundus image quality assessment through analysis of illumination, naturalness, and structure level,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Fundus image quality assessment through analysis of illumination, naturalness, and structure level,

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.100951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.100951Z digest=sha256:2fa45848c5f381659201768943a0b1450ae4ff99aa0253152e4ab4361b736c3d

Observation d3a21b39-f910-4810-a56d-29f30140c8f5 · outbound

This paper cites Grading quality of color retinal images to assist fundus camera operators,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Grading quality of color retinal images to assist fundus camera operators,

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.105876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.105876Z digest=sha256:b4ed752af9a349fa83c947047b669286f20d9332e0638bc08454b7d342f94432

Observation 6b55ef9c-4de6-44cb-ba59-414dbe882906 · outbound

This paper cites Domain-invariant interpretable fundus image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Domain-invariant interpretable fundus image quality assessment,

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.111611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.111611Z digest=sha256:0fca53f1eaceba092d51aab2822737d2e66bf5115ed06c4c951ae3fa946e3c73

Observation 400c9260-948a-43c7-a65c-9cbfc752ecf3 · outbound

This paper cites A deep learning system for detecting diabetic retinopathy across the disease spectrum,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review A deep learning system for detecting diabetic retinopathy across the disease spectrum,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.116392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.116392Z digest=sha256:f04e288f9f027d3bffa24ccc7f91e425c53affd9aedb2f81ab37b1acde580c7c

Observation 2d18dc2a-1fec-4c83-9bee-148fb5e7460f · outbound

This paper cites A dark and bright channel prior guided deep network for retinal image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review A dark and bright channel prior guided deep network for retinal image quality assessment,

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.121579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.121579Z digest=sha256:2cc3e9c49ef78c679fe7c403c0090dcba1d9688c113ba9c28401b983ce43ceb9

Observation c63184db-ea87-4eb7-8882-8a2f8d6d877a · outbound

This paper cites A deep retinal image quality assessment network with salient structure priors,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review A deep retinal image quality assessment network with salient structure priors,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.126403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.126403Z digest=sha256:657b212cf7627783f75b2948e967cf02ae1b83a606e2a2239e84c12921de71df

Observation 1523e1e1-3e74-4a5e-9381-020159ff9332 · outbound

This paper cites Label-free medical image quality evaluation by semantics-aware contrastive learning in iomt,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Label-free medical image quality evaluation by semantics-aware contrastive learning in iomt,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.131018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.131018Z digest=sha256:a05ce74cb2be0f04a61e5adaf7788c1fae1595e43ab8fc87cb510f2ef51fabf7

Observation d212367d-fae0-42df-bd68-923f3aff37ab · outbound

This paper cites Blind image quality assessment: From natural scene statistics to perceptual quality,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Blind image quality assessment: From natural scene statistics to perceptual quality,

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.136149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.136149Z digest=sha256:0416fc188e5dafb6b1b5f47fb17bb65deb644d07bc8c149253f9466fc293f95b

Observation ba4dcf21-4e10-4dbe-8a44-7349c2590697 · outbound

This paper cites Blind predicting similar quality map for image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Blind predicting similar quality map for image quality assessment,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:36.117993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.141201Z digest=sha256:eb9dfcd44abca784beaa509ef912baccc103316757e588fe3a4d4dcff5b89534

Observation b7c3fd3c-5eb9-4e21-a237-cc3f5bb8fc0c · outbound

This paper cites Sdd-fiqa: unsupervised face image quality assessment with similarity distribution distance,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Sdd-fiqa: unsupervised face image quality assessment with similarity distribution distance,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:36.099611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.147104Z digest=sha256:ca7eae48117c217960d72a1cba96098a2061981ea5e582f2783b45bc2ffb3f9c

Observation 936b16cd-31ca-49a9-9123-e87e2ad2c16c · outbound

This paper cites Blind image quality assessment with active inference,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Blind image quality assessment with active inference,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:36.081624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.151807Z digest=sha256:bfbf169510a8ac580fae28bac123feeb712bcf3b0e70d20f04e4554c82e6531d

Observation bb9a8512-3b4d-4cf3-9454-4ba5f3681edd · outbound

This paper cites Which has better visual quality: The clear blue sky or a blurry animal?.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Which has better visual quality: The clear blue sky or a blurry animal?

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:36.064282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.156634Z digest=sha256:1f7d493424e1ea63d091a63d62adb736c7df0498ed76b75719c4b8c1b111e605

Observation d1da7e59-b369-44cf-abef-a89644e481b9 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Learning transferable visual models from natural language supervision,

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.161515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.161515Z digest=sha256:697f6ecd0cd4e44563b72ef4119ed2dc38c26ca76eca1ce598d2b85fc2f488af

Observation 4464983e-afdb-4931-ae9d-01657f58deeb · outbound

This paper cites Enhancement and restoration of non-uniform illuminated fundus image of retina obtained through thin layer of cataract,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Enhancement and restoration of non-uniform illuminated fundus image of retina obtained through thin layer of cataract,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:36.035875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.166293Z digest=sha256:f46ecb618ca65cee83947382e4dbb2fc78a3873770e2977142880f7f987ae745

Observation cb5a15b6-e9e7-436a-b3b3-48b2029dc591 · outbound

This paper cites Realization of the contrast limited adaptive histogram equalization (clahe) for real-time image enhancement,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Realization of the contrast limited adaptive histogram equalization (clahe) for real-time image enhancement,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:36.017184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.170966Z digest=sha256:44a41fafb5a3dae59a62c8a3489983c74bc230779a14189893d0eebd5ff19327

Observation cf1e13f6-061e-46c3-9785-4f894dab9e2e · outbound

This paper cites Local gray level s-curve transformation–a generalized contrast en- hancement technique for medical images,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Local gray level s-curve transformation–a generalized contrast en- hancement technique for medical images,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.999550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.175825Z digest=sha256:0b3c52a5dc7326093b1e4f0b0ee2e49aec3c5e5d0342369671dae4e152f9a6d4

Observation 94d7ccd0-b1a8-459c-ad45-df61df56a946 · outbound

This paper cites Medical image enhancement based on histogram algorithms,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Medical image enhancement based on histogram algorithms,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.981820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.180519Z digest=sha256:541b8316c7bbd12099c5e1800c867bc632409fdf2f33ecfce70f30c2d1f36fa6

Observation 8e6f578a-f09f-400d-ae9c-ea2d4989a48f · outbound

This paper cites Retinal fundus image enhancement using adaptive clahe methods,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal fundus image enhancement using adaptive clahe methods,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.963453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.185823Z digest=sha256:dae46b555625ac00918a6713dcb6797e8eedb5e6e0ee02e903a91166f7ed458a

Observation 3b303263-41b7-4664-bd92-355b4de7844f · outbound

This paper cites Fundus image enhancement through direct diffusion bridges,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Fundus image enhancement through direct diffusion bridges,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.945922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.190706Z digest=sha256:5a62eef37a781f174b238dfa13d93e6332b5d59364fffdb70ccf71eb6f9c408b

Observation f149cf6c-3f18-4f7d-b008-8290609b9be0 · outbound

This paper cites Blind inverse gamma correction,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Blind inverse gamma correction,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.930282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.196271Z digest=sha256:c8fc850f043747ee41907a88abbe4bed0d744b8220c2cfc8813ea5b0794e33a2

Observation 384c3164-808f-4bab-96dc-fee846d90876 · outbound

This paper cites Medical image contrast enhance- ment based on gamma correction,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Medical image contrast enhance- ment based on gamma correction,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.914548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.201093Z digest=sha256:f84a2506693cdcfc852573f554c525b3b4db5049198fae161225135d29ba24e5

Observation 8a0aa858-c4ff-4cf2-8f70-c1160c5a9d61 · outbound

This paper cites Brightness preserving contrast enhancement of medical images using adaptive gamma correction and homomorphic filtering,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Brightness preserving contrast enhancement of medical images using adaptive gamma correction and homomorphic filtering,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.898570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.205965Z digest=sha256:2dd7e063ec9a2db6befaa63cb0b2c40679eb3953ed2b6d2615a2ef836c368acf

Observation d4a58eb7-b443-4ab8-b3c6-70be9b26cbd2 · outbound

This paper cites Medical images contrast enhancement using quad weighted histogram equalization with adaptive gama cor- rection and homomorphic filtering,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Medical images contrast enhancement using quad weighted histogram equalization with adaptive gama cor- rection and homomorphic filtering,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.880738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.210820Z digest=sha256:64835b37e682e2e61ada828cc765b38d9e135c1ff6457df9ba10bddd0077aa3f

Observation 40458cb1-2ca2-447e-ba44-fbea8bc36824 · outbound

This paper cites Directed searching optimized texture based adaptive gamma correction (dsotagc) technique for medical image enhancement,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Directed searching optimized texture based adaptive gamma correction (dsotagc) technique for medical image enhancement,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.864401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.215691Z digest=sha256:6e63efc01fb3bb17b6675a9b3c49366500327c818cb2cc03780c6370a80abe08

Observation cb887de1-1ca4-4996-9961-1f471a15a81c · outbound

This paper cites Automatic 2-d/3-d vessel enhancement in multiple modality images using a weighted symmetry filter,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Automatic 2-d/3-d vessel enhancement in multiple modality images using a weighted symmetry filter,

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.848316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.220553Z digest=sha256:021367298f01df5803b846d81a9e2530ade189797d78ae25bddf49bd4e050cb7

Observation 48a10968-ef89-4a92-b59a-97851c7013d3 · outbound

This paper cites Retinal image enhancement using low- pass filtering and α-rooting,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal image enhancement using low- pass filtering and α-rooting,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.832388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.225392Z digest=sha256:6256891f5e3c5eb7155dcfbf7252b19129ea1fca091784e14b7e7b9c60393d7f

Observation 3957f1d8-445e-477a-8782-ead0ab8bb668 · outbound

This paper cites Mr image enhancement using adaptive weighted mean filtering and homomorphic filtering,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Mr image enhancement using adaptive weighted mean filtering and homomorphic filtering,

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.815015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.231118Z digest=sha256:e61c31d497fd6b2a9e9efbc6abc1b6ea19c40c51d8eb7df330a828d3671d2715

Observation f0881bb6-2e64-428b-acd4-76ee8e456e32 · outbound

This paper cites Medical image enhancement by a bilateral filter using optimization technique (retraction of vol 43, art no 240, 2019),.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Medical image enhancement by a bilateral filter using optimization technique (retraction of vol 43, art no 240, 2019),

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.797196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.235941Z digest=sha256:23573fcbe82e0fee9f36c1f2c806fce3daed92d30b8b28b4750e33bd168d0b3e

Observation 974efea9-f864-495c-8347-dd9fb11fd643 · outbound

This paper cites Structure-consistent restoration network for cataract fundus image enhancement,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Structure-consistent restoration network for cataract fundus image enhancement,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.778292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.241597Z digest=sha256:a002a52735eb3f112dc5cf82051e5d93bb4df6a9f8f5495a575174c3d5586535

Observation a1b86adf-b469-4516-b23e-0409ea8cb7cc · outbound

This paper cites Joint denoising and demosaicking with green channel prior for real-world burst images,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Joint denoising and demosaicking with green channel prior for real-world burst images,

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.759951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.246714Z digest=sha256:5134170fad97d0e471f8e853308957b7e07e811672b1211a737308ad06157ae3

Observation 491c96a0-092f-40de-93b5-65290b54715d · outbound

This paper cites Color retinal image enhancement based on luminosity and contrast adjustment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Color retinal image enhancement based on luminosity and contrast adjustment,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.743533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.251635Z digest=sha256:f3ca23c6e8d93d2549c0dbdc0726e8594bbf5485aa2769cbb6da74195cd8d611

Observation ce35459c-e38d-4331-9f26-1ce960290134 · outbound

This paper cites Detail-richest-channel based enhancement for retinal image and beyond,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Detail-richest-channel based enhancement for retinal image and beyond,

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.727407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.256299Z digest=sha256:e02f59120ccc718646e87506c4ed5c26917c23ce6741bf65ca228cf2510106ee

Observation 6ecdce54-2c30-4710-96de-fc3a686f161e · outbound

This paper cites A double-pass fundus reflection model for efficient single retinal image enhancement,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review A double-pass fundus reflection model for efficient single retinal image enhancement,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.710738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.261084Z digest=sha256:5a292f2c878f2089580459b34e7bdd64b1661167c94e5a4fb070070464853d53

Observation a9a7c3fc-74dd-4cb1-823c-c9235110a31c · outbound

This paper cites Retinal image enhancement based on color dominance of image,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal image enhancement based on color dominance of image,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.693354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.265647Z digest=sha256:d34f1cb7e5cd6e68fee389ea7024502bd3dd160149188f0d45ed4e61df78c665

Observation 798dcb3b-2afd-41fc-b215-812d2a84f89a · outbound

This paper cites Single image haze removal using dark channel prior,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Single image haze removal using dark channel prior,

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.270594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.270594Z digest=sha256:f44d418d352d21e66e52208ef6f67ceb7c123d16af0cdf2f8e3d03eaa557e81d

Observation 2d007265-27d0-4da6-a7aa-906e1d33e740 · outbound

This paper cites Restoration of retinal images obtained through cataracts,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Restoration of retinal images obtained through cataracts,

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.661508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.275673Z digest=sha256:399971edcf6ad73522c7c9844fd646bedd3d9e928bea6e046cb6c6ea745ddbb1

Observation bbbf7c86-5a88-407b-b3a1-ea2ee9ff65b5 · outbound

This paper cites Structure- preserving guided retinal image filtering and its application for optic disk analysis,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Structure- preserving guided retinal image filtering and its application for optic disk analysis,

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.644943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.280437Z digest=sha256:27c47d9eba70a64fc256ea489a044a1e34d7f5cc487c25f909bb1525ce912dd5

Observation 353b1d9e-0e64-4727-a816-d0102700c8e3 · outbound

This paper cites Dark channel processing for medical image enhancement,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Dark channel processing for medical image enhancement,

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.628807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.284889Z digest=sha256:6ecccf022cf026ddba9eccc10ddeda20215d13df769a8378499b787df05bff1b

Observation f04e6cb7-b544-4255-8ffb-8065636c0298 · outbound

This paper cites Mute: A multilevel-stimulated denoising strategy for single cataractous retinal image dehazing,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Mute: A multilevel-stimulated denoising strategy for single cataractous retinal image dehazing,

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.611987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.289867Z digest=sha256:4fb07aab46d2b008da5e90593f3e492d8370a1769e46a495e255fa3f030c2653

Observation f167e680-60ea-4d75-a0ff-d4c89ca9c79a · outbound

This paper cites A mixed-supervision multilevel gan framework for image quality enhancement,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review A mixed-supervision multilevel gan framework for image quality enhancement,

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.590530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.295499Z digest=sha256:b4b4f72c0895189667a25f8336a2f658a19b8d113b2baee9c2cbaad5726dba2e

Observation 31d74a26-f466-4a52-b3b3-be56862ced37 · outbound

This paper cites Rformer: Transformer-based generative adver- sarial network for real fundus image restoration on a new clinical benchmark,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Rformer: Transformer-based generative adver- sarial network for real fundus image restoration on a new clinical benchmark,

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.572914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.300196Z digest=sha256:235541348b4faf994966f231a3522dd2fd292cfe7d4768a4ab9c87e89f00040e

Observation 4a14f50a-1617-4ad5-be88-c58b2216882a · outbound

This paper cites Modeling and enhancing low- quality retinal fundus images,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Modeling and enhancing low- quality retinal fundus images,

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.556265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.305247Z digest=sha256:99f480f6183f409c43e21030bc29b1a7d91c5a93a09023666c3512a969612011

Observation cece8884-61df-4a7b-b359-d3cf80473353 · outbound

This paper cites Dehaze of cataractous retinal images using an unpaired generative adversarial network,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Dehaze of cataractous retinal images using an unpaired generative adversarial network,

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.538958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.311061Z digest=sha256:230670e662ad507ca667ee53409d25962e1a88e08b1d288318976284a7cc5ac8

Observation 3667ea65-2658-4900-9d11-337374fe4f6e · outbound

This paper cites Unpaired image-to-image translation using cycle-consistent adversarial networks,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Unpaired image-to-image translation using cycle-consistent adversarial networks,

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.323044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.323044Z digest=sha256:ee455f70e560a5cfda9ae366179f3815cd9b7761190bd4e1980d322ae2c384dd

Observation 372af7c3-f9d7-48f1-be08-2e823b774319 · outbound

This paper cites Structure and illumination constrained gan for medical image enhancement,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Structure and illumination constrained gan for medical image enhancement,

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.493524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.328301Z digest=sha256:75850e6acd983785e4e7972b965189a0a1b61dbca6cacf0469d8895df417386e

Observation de0127a9-d70d-41c7-9a9b-b75855ae3a04 · outbound

This paper cites Prior guided fundus image quality enhancement via contrastive learning,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Prior guided fundus image quality enhancement via contrastive learning,

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.476613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.333345Z digest=sha256:d4a2a43d3dc8dfb04f8965109cb8ed7b1d4127ec4d2b5d51bda6dcf580d626a6

Observation ea978237-4647-4547-a5ce-2b2d6d6cc3e5 · outbound

This paper cites I-secret: Importance-guided fundus image enhancement via semi-supervised contrastive constraining,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review I-secret: Importance-guided fundus image enhancement via semi-supervised contrastive constraining,

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.460007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.338866Z digest=sha256:aab0cf8f15af3ea26a2535813837dd37181b0172aa2617caf7ff001cde33c24e

Observation a6d2e215-41d9-4f55-9535-f490c8c7f8c1 · outbound

This paper cites Retinal image enhancement with artifact reduction and structure retention,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal image enhancement with artifact reduction and structure retention,

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.443451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.344606Z digest=sha256:e21ba69d134f851fda162222e90b7c284a3cc46c816c11e2cc137d830b9d72b4

Observation bd24f4ae-4c2d-41e7-9e42-45c1ea21f5a2 · outbound

This paper cites Hqg-net: Unpaired medical image enhancement with high-quality guidance,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Hqg-net: Unpaired medical image enhancement with high-quality guidance,

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.426448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.350002Z digest=sha256:ce2170968c31ab95559bbf32c2bb03280c21fa54ed07cdbbfc0510652f0b771e

Observation 67533ddf-3849-40f6-896d-7443ded71b2e · outbound

This paper cites A reference-free quality enhancement framework for low-quality fundus images,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review A reference-free quality enhancement framework for low-quality fundus images,

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.407665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.355806Z digest=sha256:ae7b3bcaf6a0b962908ede964bfd014e1ee6c2f6741904786e72957ba0a9cd67

Observation c8698508-1a96-4c4f-b70c-1d960de0ec30 · outbound

This paper cites Enhancing and adapting in the clinic: Source-free unsupervised do- main adaptation for medical image enhancement,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Enhancing and adapting in the clinic: Source-free unsupervised do- main adaptation for medical image enhancement,

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.390853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.361141Z digest=sha256:f8f0dbcb0c11a775fc52691bd461384aa2e770c3dcabdbe3a0bb8a89d7948d27

Observation 4d40c258-f1c6-4ce7-96c7-336bcdf55401 · outbound

This paper cites Sample alignment for image-to-image translation based medical domain adap- tation,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Sample alignment for image-to-image translation based medical domain adap- tation,

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.372233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.367504Z digest=sha256:fb0ca157fbc6b6fa6146c2b7d008c80b0778de394e824a2430f5966890fd3900

Observation 0af3d919-a658-431f-9193-56aa37eaca23 · outbound

This paper cites Data-driven enhancement of blurry retinal images via generative adversarial networks,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Data-driven enhancement of blurry retinal images via generative adversarial networks,

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.354956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.373071Z digest=sha256:802cff4c10798801b6a649c5e812c720b760699f33f14aab7b6fb8401ea78738

Observation b6e93c7b-5a64-4192-8a8d-faca7259fb0a · outbound

This paper cites Cycle structure and illumination constrained gan for medical image enhancement,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Cycle structure and illumination constrained gan for medical image enhancement,

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.337584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.377833Z digest=sha256:8779e76e764190c79790c6c8e78545cba986daad88df314ff180e4e8e2de1eee

Observation ffe17feb-3310-4e1c-b27b-28c03f4f2a45 · outbound

This paper cites Contrastive learning for unpaired image-to-image translation,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Contrastive learning for unpaired image-to-image translation,

Reference 95

Resolution
unresolved
no resolver link, observed 2026-08-10T18:12:34.382613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T18:12:34.382613Z digest=sha256:7be467491741421b84bae8536719a0301835f460698dcb41a5c6fe86c24b1cbb

Observation 8cca6598-30ea-4391-8ce0-5fbc4b6e1952 · outbound

This paper cites Identification of suitable fundus images using automated quality assessment methods,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Identification of suitable fundus images using automated quality assessment methods,

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.307196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.388635Z digest=sha256:552fb63d1d8cf4634dc71d2bf0c90453879658498aad75311b5c1c53c87dae70

Observation 0af9be57-f65c-4d0d-ab6a-3aa1bba70d05 · outbound

This paper cites Fives: A fundus image dataset for artificial intelligence based vessel segmentation,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Fives: A fundus image dataset for artificial intelligence based vessel segmentation,

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.289352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.394293Z digest=sha256:3560fe9639811fdcb7f1b398520b94b7ef7236667843d958edcff0fd125f37c5

Observation 3c5a18cc-a869-4a49-8007-33fe0ded1df5 · outbound

This paper cites Mshf: A multi-source heterogeneous fundus (mshf) dataset for image quality assessment,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Mshf: A multi-source heterogeneous fundus (mshf) dataset for image quality assessment,

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.270802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.399877Z digest=sha256:1307bd6d7d93c933d1a65372ba0280e95114121c8a29346613d04091328ddf85

Observation 3ca22fdf-512b-4f5b-9ab1-fa66163f4da2 · outbound

This paper cites Deepdrid: Diabetic retinopathy—grading and image quality estimation challenge,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Deepdrid: Diabetic retinopathy—grading and image quality estimation challenge,

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.252733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.405149Z digest=sha256:6d1ac540dfe125090d83ad0e88fa4999753257b63c06b7d50a921b4a70324fa4

Observation c83c7d22-93a1-4915-b73a-fdbfe4cb2400 · outbound

This paper cites Automatic no-reference quality assessment for retinal fundus images using vessel segmentation,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Automatic no-reference quality assessment for retinal fundus images using vessel segmentation,

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.235504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.411590Z digest=sha256:b3b84448d8afff994ad389d2e5b09b3f363a4f2ab7ca05dd684cc56445103c5d

Observation 5c52290d-c9f1-4a17-b50b-a2388f726e96 · outbound

This paper cites Degradation-invariant enhancement of fundus images via pyramid constraint network,.

Fundus Image Quality Assessment and Enhancement: a Systematic Review Degradation-invariant enhancement of fundus images via pyramid constraint network,

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T18:12:35.218439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T18:12:34.416869Z digest=sha256:01ef680bf8e9cf89be44a64559d976b3deae496e70c524932214482e20a843aa

Pith citing papers

No inbound Pith citation observations are available.