Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T18:12:34.416869Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T18:12:34.416869Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
100 of 126 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2698c0f9-8222-49d0-a4c3-7b3b407828b4 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Blindness and vision impairment,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ece25b6a-3c0d-4519-ab05-ce33853206e8 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Artificial intelligence in ophthalmology: The path to the real-world clinic,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e41aef28-d868-44ae-88f6-64de6c8f1fad · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f632be3-5361-4e2a-b231-01b5a50ce871 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Eye care in health systems: guide for action,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc6f03da-8903-42ef-a2c7-49e29abc7ab8 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Image quality issues in teled- ermatology: a comparative analysis of artificial intelligence solutions,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecd0084d-fcf3-469f-a955-7cdf52f6b49b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16909f51-dba8-4ab7-a7a0-98aaa26f0d1b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db3d2a4c-5c7e-4dac-b3c3-8d0b9c6e104e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2f2855cc-2235-4925-a869-65445fa786c9 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b39d5d99-a43d-462b-aed5-7d6c6ecb77fc · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Understanding how fundus image quality degradation affects cnn- based diagnosis,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 770f7205-56ea-4af5-9011-03d5e4e09434 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Feasibility and clinical utility of handheld fundus cameras for retinal imaging,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8625668b-86e0-45ad-b9de-d01b899c47a5 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Fundus image quality as- sessment: survey, challenges, and future scope,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7965e6c-8f7c-4c4c-8daf-1c0aec9ff077 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Computational single fundus image restoration techniques: a review,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83e7ada8-12ce-43d2-af19-c0474108b8de · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e613669c-fcd9-45e7-87e4-7b6ac15c3bbb · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Applications of deep learning in fundus images: A review,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99f33dfe-0cf7-4aef-9d92-058694aa5b2d · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Recent trends and advances in fundus image analysis: A review,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 68e15a20-e61c-4a6e-8a8b-0e86d091bbbd · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b632c523-8ac1-4a8b-b008-d90580ca18b8 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1b64286e-f0b2-466a-82ac-1b235de93b24 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Fundus image quality assessment: a brief review of techniques,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 915cbc43-4afb-4f0b-9dfc-443bd7ef0c69 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review A review on methods of enhancement and denoising in retinal fundus images,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6428745e-37d3-4454-aade-7ad3ccb2c5e4 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Image enhancement techniques for fundus images-a re- view,
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 399fd47c-0602-43e2-afcf-5132bfd055fb · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Quality and perceived usefulness of patient-submitted store- and-forward teledermatology images,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 37e7f9de-5fb1-4ab3-b08b-880f8a9ed0d1 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review An annotation-free restoration network for cataractous fundus images,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6985d82f-dab3-46b5-bf65-46a523769f2a · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review A generic fundus image enhancement network boosted by frequency self- supervised representation learning,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58a554ac-85d9-4638-8448-3352b746e0e8 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Image quality assessment: from error visibility to structural similarity,
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d895f655-152b-4bd1-a664-2195f9e256c9 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Multiscale structural sim- ilarity for image quality assessment,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b3046e4-09e7-4ca7-8553-813252a99e58 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Information content weighting for perceptual image quality assessment,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 976e8ae8-0f75-40c8-b482-0eb8be3cf388 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Fsim: A feature similarity index for image quality assessment,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 630fa78b-beb5-466f-872e-afd73322561c · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Deep neural networks for no-reference and full-reference image quality assessment,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0043304f-fe07-4fac-b999-ca1185108da2 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Perceptual quality as- sessment of smartphone photography,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b7dea077-8430-4e69-8f9b-9e380e1c4cbb · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal image quality assessment using deep learning,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8b9119d-2aed-41fc-b501-0e3d808300fa · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Metaiqa: Deep meta- learning for no-reference image quality assessment,
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d8b07b7c-80f9-4b14-aba9-00cb241f3b62 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Small sample color fundus image quality assessment based on gcforest,
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42514f8f-f2ad-45d9-a38f-3cb0d53c447d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5cd637b8-fae8-40c0-8fab-1890b0c73024 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Uncertainty-aware blind im- age quality assessment in the laboratory and wild,
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b27bb075-3dd3-4844-8243-b9de34988105 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Human visual system-based fundus image quality assessment of portable fundus camera photographs,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0961803-aed4-4d3f-84dd-9f4260ff5751 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Eyequal: Accurate, explainable, retinal image quality assessment,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39ddf45b-bfa9-4143-a517-c328f0c15894 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Quality and content analysis of fundus images using deep learning,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2085f175-f100-4ea1-804d-c7f1ef644fd8 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Evalu- ation of retinal image quality assessment networks in different color- spaces,
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57fc927e-6e8c-46ad-9194-703bd138cc08 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Fundus image quality assessment through analysis of illumination, naturalness, and structure level,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3a21b39-f910-4810-a56d-29f30140c8f5 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Grading quality of color retinal images to assist fundus camera operators,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b55ef9c-4de6-44cb-ba59-414dbe882906 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Domain-invariant interpretable fundus image quality assessment,
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 400c9260-948a-43c7-a65c-9cbfc752ecf3 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review A deep learning system for detecting diabetic retinopathy across the disease spectrum,
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d18dc2a-1fec-4c83-9bee-148fb5e7460f · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c63184db-ea87-4eb7-8882-8a2f8d6d877a · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review A deep retinal image quality assessment network with salient structure priors,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1523e1e1-3e74-4a5e-9381-020159ff9332 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Label-free medical image quality evaluation by semantics-aware contrastive learning in iomt,
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d212367d-fae0-42df-bd68-923f3aff37ab · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Blind image quality assessment: From natural scene statistics to perceptual quality,
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ba4dcf21-4e10-4dbe-8a44-7349c2590697 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Blind predicting similar quality map for image quality assessment,
Reference 48
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.
Observation b7c3fd3c-5eb9-4e21-a237-cc3f5bb8fc0c · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Sdd-fiqa: unsupervised face image quality assessment with similarity distribution distance,
Reference 49
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.
Observation 936b16cd-31ca-49a9-9123-e87e2ad2c16c · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Blind image quality assessment with active inference,
Reference 50
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.
Observation bb9a8512-3b4d-4cf3-9454-4ba5f3681edd · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Which has better visual quality: The clear blue sky or a blurry animal?
Reference 51
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.
Observation d1da7e59-b369-44cf-abef-a89644e481b9 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Learning transferable visual models from natural language supervision,
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4464983e-afdb-4931-ae9d-01657f58deeb · outbound
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
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.
Observation cb5a15b6-e9e7-436a-b3b3-48b2029dc591 · outbound
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
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.
Observation cf1e13f6-061e-46c3-9785-4f894dab9e2e · outbound
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
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.
Observation 94d7ccd0-b1a8-459c-ad45-df61df56a946 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Medical image enhancement based on histogram algorithms,
Reference 56
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.
Observation 8e6f578a-f09f-400d-ae9c-ea2d4989a48f · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal fundus image enhancement using adaptive clahe methods,
Reference 57
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.
Observation 3b303263-41b7-4664-bd92-355b4de7844f · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Fundus image enhancement through direct diffusion bridges,
Reference 58
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.
Observation f149cf6c-3f18-4f7d-b008-8290609b9be0 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Blind inverse gamma correction,
Reference 59
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.
Observation 384c3164-808f-4bab-96dc-fee846d90876 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Medical image contrast enhance- ment based on gamma correction,
Reference 60
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.
Observation 8a0aa858-c4ff-4cf2-8f70-c1160c5a9d61 · outbound
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
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.
Observation d4a58eb7-b443-4ab8-b3c6-70be9b26cbd2 · outbound
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
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.
Observation 40458cb1-2ca2-447e-ba44-fbea8bc36824 · outbound
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
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.
Observation cb887de1-1ca4-4996-9961-1f471a15a81c · outbound
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
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.
Observation 48a10968-ef89-4a92-b59a-97851c7013d3 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal image enhancement using low- pass filtering and α-rooting,
Reference 65
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.
Observation 3957f1d8-445e-477a-8782-ead0ab8bb668 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Mr image enhancement using adaptive weighted mean filtering and homomorphic filtering,
Reference 66
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.
Observation f0881bb6-2e64-428b-acd4-76ee8e456e32 · outbound
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
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.
Observation 974efea9-f864-495c-8347-dd9fb11fd643 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Structure-consistent restoration network for cataract fundus image enhancement,
Reference 68
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.
Observation a1b86adf-b469-4516-b23e-0409ea8cb7cc · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Joint denoising and demosaicking with green channel prior for real-world burst images,
Reference 69
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.
Observation 491c96a0-092f-40de-93b5-65290b54715d · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Color retinal image enhancement based on luminosity and contrast adjustment,
Reference 70
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.
Observation ce35459c-e38d-4331-9f26-1ce960290134 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Detail-richest-channel based enhancement for retinal image and beyond,
Reference 71
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.
Observation 6ecdce54-2c30-4710-96de-fc3a686f161e · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review A double-pass fundus reflection model for efficient single retinal image enhancement,
Reference 72
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.
Observation a9a7c3fc-74dd-4cb1-823c-c9235110a31c · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal image enhancement based on color dominance of image,
Reference 73
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.
Observation 798dcb3b-2afd-41fc-b215-812d2a84f89a · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Single image haze removal using dark channel prior,
Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d007265-27d0-4da6-a7aa-906e1d33e740 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Restoration of retinal images obtained through cataracts,
Reference 75
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.
Observation bbbf7c86-5a88-407b-b3a1-ea2ee9ff65b5 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Structure- preserving guided retinal image filtering and its application for optic disk analysis,
Reference 76
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.
Observation 353b1d9e-0e64-4727-a816-d0102700c8e3 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Dark channel processing for medical image enhancement,
Reference 77
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.
Observation f04e6cb7-b544-4255-8ffb-8065636c0298 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Mute: A multilevel-stimulated denoising strategy for single cataractous retinal image dehazing,
Reference 78
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.
Observation f167e680-60ea-4d75-a0ff-d4c89ca9c79a · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review A mixed-supervision multilevel gan framework for image quality enhancement,
Reference 79
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.
Observation 31d74a26-f466-4a52-b3b3-be56862ced37 · outbound
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
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.
Observation 4a14f50a-1617-4ad5-be88-c58b2216882a · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Modeling and enhancing low- quality retinal fundus images,
Reference 81
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.
Observation cece8884-61df-4a7b-b359-d3cf80473353 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Dehaze of cataractous retinal images using an unpaired generative adversarial network,
Reference 82
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.
Observation 3667ea65-2658-4900-9d11-337374fe4f6e · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Unpaired image-to-image translation using cycle-consistent adversarial networks,
Reference 84
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 372af7c3-f9d7-48f1-be08-2e823b774319 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Structure and illumination constrained gan for medical image enhancement,
Reference 85
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.
Observation de0127a9-d70d-41c7-9a9b-b75855ae3a04 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Prior guided fundus image quality enhancement via contrastive learning,
Reference 86
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.
Observation ea978237-4647-4547-a5ce-2b2d6d6cc3e5 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review I-secret: Importance-guided fundus image enhancement via semi-supervised contrastive constraining,
Reference 87
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.
Observation a6d2e215-41d9-4f55-9535-f490c8c7f8c1 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Retinal image enhancement with artifact reduction and structure retention,
Reference 88
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.
Observation bd24f4ae-4c2d-41e7-9e42-45c1ea21f5a2 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Hqg-net: Unpaired medical image enhancement with high-quality guidance,
Reference 89
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.
Observation 67533ddf-3849-40f6-896d-7443ded71b2e · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review A reference-free quality enhancement framework for low-quality fundus images,
Reference 90
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.
Observation c8698508-1a96-4c4f-b70c-1d960de0ec30 · outbound
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
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.
Observation 4d40c258-f1c6-4ce7-96c7-336bcdf55401 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Sample alignment for image-to-image translation based medical domain adap- tation,
Reference 92
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.
Observation 0af3d919-a658-431f-9193-56aa37eaca23 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Data-driven enhancement of blurry retinal images via generative adversarial networks,
Reference 93
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.
Observation b6e93c7b-5a64-4192-8a8d-faca7259fb0a · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Cycle structure and illumination constrained gan for medical image enhancement,
Reference 94
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.
Observation ffe17feb-3310-4e1c-b27b-28c03f4f2a45 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Contrastive learning for unpaired image-to-image translation,
Reference 95
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cca6598-30ea-4391-8ce0-5fbc4b6e1952 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Identification of suitable fundus images using automated quality assessment methods,
Reference 96
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.
Observation 0af9be57-f65c-4d0d-ab6a-3aa1bba70d05 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Fives: A fundus image dataset for artificial intelligence based vessel segmentation,
Reference 97
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.
Observation 3c5a18cc-a869-4a49-8007-33fe0ded1df5 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Mshf: A multi-source heterogeneous fundus (mshf) dataset for image quality assessment,
Reference 98
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.
Observation 3ca22fdf-512b-4f5b-9ab1-fa66163f4da2 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Deepdrid: Diabetic retinopathy—grading and image quality estimation challenge,
Reference 99
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.
Observation c83c7d22-93a1-4915-b73a-fdbfe4cb2400 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Automatic no-reference quality assessment for retinal fundus images using vessel segmentation,
Reference 100
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.
Observation 5c52290d-c9f1-4a17-b50b-a2388f726e96 · outbound
Fundus Image Quality Assessment and Enhancement: a Systematic Review Degradation-invariant enhancement of fundus images via pyramid constraint network,
Reference 101
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.
No inbound Pith citation observations are available.