Changes

On December 16, 2024 at 6:00:34 PM UTC, admin:

Changed title to EyePACS dataset (previously EYEPACS Dataset)

Set author of EyePACS dataset to Junlin Hou (previously Dwarikanath Mahapatra)

Updated description of EyePACS dataset from
The dataset used for training and testing the proposed method consists of 5000 retinal fundus images taken from EYEPACS. The original images were resized to 1024 × 1024 pixels which was the reference high resolution (HR) image. Subsampled images of scaling factors (r) 1–32.
to
The EyePACS dataset is a collection of retinal fundus images of individuals potentially suffering from diabetic retinopathy (DR), an eye disease associated with diabetes that is one of the leading causes of visual impairment worldwide.

Removed the following tags from EyePACS dataset

Added the following tags to EyePACS dataset

Changed value of field extra_authors to [{'extra_author': 'Fan Xiao', 'orcid': ''}, {'extra_author': 'Jilan Xu', 'orcid': ''}, {'extra_author': 'Yuejie Zhang', 'orcid': ''}, {'extra_author': 'Haidong Zou', 'orcid': ''}, {'extra_author': 'Rui Feng', 'orcid': ''}] in EyePACS dataset

Changed value of field landing_page to https://www.kaggle.com/c/diabetic-retinopathy-detection in EyePACS dataset

Changed value of field defined_in to https://doi.org/10.48550/arXiv.2203.04950 in EyePACS dataset

Deleted resource Original Metadata from EyePACS dataset

              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Dwarikanath Mahapatra", n 3   "author": "Junlin Hou",
            4   "author_email": "", 4   "author_email": "",
            5   "citation": [], 5   "citation": [],
            6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 6   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 7   "defined_in": "", n 7   "defined_in": "https://doi.org/10.48550/arXiv.2203.04950",
            8   "doi": "10.57702/wtulhm8y", 8   "doi": "10.57702/wtulhm8y",
            9   "doi_date_published": "2024-12-16", 9   "doi_date_published": "2024-12-16",
            10   "doi_publisher": "TIB", 10   "doi_publisher": "TIB",
            11   "doi_status": true, 11   "doi_status": true,
            12   "domain": "https://service.tib.eu/ldmservice", 12   "domain": "https://service.tib.eu/ldmservice",
            13   "extra_authors": [ 13   "extra_authors": [
            14     { 14     {
            n 15       "extra_author": "Behzad Bozorgtabar", n 15       "extra_author": "Fan Xiao",
            16       "orcid": ""
            17     },
            18     {
            19       "extra_author": "Jilan Xu",
            20       "orcid": ""
            21     },
            22     {
            23       "extra_author": "Yuejie Zhang",
            24       "orcid": ""
            25     },
            26     {
            27       "extra_author": "Haidong Zou",
            28       "orcid": ""
            29     },
            30     {
            31       "extra_author": "Rui Feng",
            16       "orcid": "" 32       "orcid": ""
            17     } 33     }
            18   ], 34   ],
            19   "groups": [ 35   "groups": [
            20     { 36     {
            21       "description": "", 37       "description": "",
            n 22       "display_name": "Medical Image Analysis", n 38       "display_name": "Image Classification",
            23       "id": "2f8bf60c-dbda-4650-b6f0-ee38a7549438", 39       "id": "18b77292-26aa-4caf-89ed-cbd35fa60474",
            24       "image_display_url": "", 40       "image_display_url": "",
            n n 41       "name": "image-classification",
            42       "title": "Image Classification"
            43     },
            44     {
            45       "description": "",
            46       "display_name": "Medical Imaging",
            47       "id": "b86e8f52-a230-44ce-b290-7823c9f6a877",
            48       "image_display_url": "",
            25       "name": "medical-image-analysis", 49       "name": "medical-imaging",
            26       "title": "Medical Image Analysis" 50       "title": "Medical Imaging"
            27     } 51     }
            28   ], 52   ],
            29   "id": "9641b24b-fc05-479a-b2d5-39481c5cc47b", 53   "id": "9641b24b-fc05-479a-b2d5-39481c5cc47b",
            30   "isopen": false, 54   "isopen": false,
            n 31   "landing_page": "https://www.eyepacs.com", n 55   "landing_page": 
            56 "https://www.kaggle.com/c/diabetic-retinopathy-detection",
            32   "license_title": null, 57   "license_title": null,
            33   "link_orkg": "", 58   "link_orkg": "",
            34   "metadata_created": "2024-12-16T17:48:57.262692", 59   "metadata_created": "2024-12-16T17:48:57.262692",
            n 35   "metadata_modified": "2024-12-16T17:48:57.773389", n 60   "metadata_modified": "2024-12-16T18:00:33.634440",
            36   "name": "eyepacs-dataset", 61   "name": "eyepacs-dataset",
            n 37   "notes": "The dataset used for training and testing the proposed  n 62   "notes": "The EyePACS dataset is a collection of retinal fundus 
            38 method consists of 5000 retinal fundus images taken from EYEPACS. The  63 images of individuals potentially suffering from diabetic retinopathy 
            39 original images were resized to 1024 \u00d7 1024 pixels which was the  64 (DR), an eye disease associated with diabetes that is one of the 
            40 reference high resolution (HR) image. Subsampled images of scaling  65 leading causes of visual impairment worldwide.",
            41 factors (r) 1\u201332.", 
            42   "num_resources": 1, 66   "num_resources": 0,
            43   "num_tags": 3, 67   "num_tags": 5,
            44   "organization": { 68   "organization": {
            45     "approval_status": "approved", 69     "approval_status": "approved",
            46     "created": "2024-11-25T12:11:38.292601", 70     "created": "2024-11-25T12:11:38.292601",
            47     "description": "", 71     "description": "",
            48     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 72     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            49     "image_url": "", 73     "image_url": "",
            50     "is_organization": true, 74     "is_organization": true,
            51     "name": "no-organization", 75     "name": "no-organization",
            52     "state": "active", 76     "state": "active",
            53     "title": "No Organization", 77     "title": "No Organization",
            54     "type": "organization" 78     "type": "organization"
            55   }, 79   },
            56   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 80   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            57   "private": false, 81   "private": false,
            58   "relationships_as_object": [], 82   "relationships_as_object": [],
            59   "relationships_as_subject": [], 83   "relationships_as_subject": [],
            n 60   "resources": [ n 84   "resources": [],
            61     { 
            62       "cache_last_updated": null, 
            63       "cache_url": null, 
            64       "created": "2024-12-16T18:25:30", 
            65       "data": [ 
            66         "dcterms:title", 
            67         "dcterms:accessRights", 
            68         "dcterms:creator", 
            69         "dcterms:description", 
            70         "dcterms:issued", 
            71         "dcterms:language", 
            72         "dcterms:identifier", 
            73         "dcat:theme", 
            74         "dcterms:type", 
            75         "dcat:keyword", 
            76         "dcat:landingPage", 
            77         "dcterms:hasVersion", 
            78         "dcterms:format", 
            79         "mls:task" 
            80       ], 
            81       "description": "The json representation of the dataset with its  
            82 distributions based on DCAT.", 
            83       "format": "JSON", 
            84       "hash": "", 
            85       "id": "07f6360e-ed17-4e27-8bdf-4eb6cfb04585", 
            86       "last_modified": "2024-12-16T17:48:57.765663", 
            87       "metadata_modified": "2024-12-16T17:48:57.776358", 
            88       "mimetype": "application/json", 
            89       "mimetype_inner": null, 
            90       "name": "Original Metadata", 
            91       "package_id": "9641b24b-fc05-479a-b2d5-39481c5cc47b", 
            92       "position": 0, 
            93       "resource_type": null, 
            94       "size": 857, 
            95       "state": "active", 
            96       "url":  
            97 resource/07f6360e-ed17-4e27-8bdf-4eb6cfb04585/download/metadata.json", 
            98       "url_type": "upload" 
            99     } 
            100   ], 
            101   "services_used_list": "", 85   "services_used_list": "",
            102   "state": "active", 86   "state": "active",
            103   "tags": [ 87   "tags": [
            104     { 88     {
            n 105       "display_name": "EYEPACS", n 89       "display_name": "Diabetic Retinopathy Grading",
            106       "id": "6bc16dfd-e349-4e3c-bab4-84a70ab00031", 90       "id": "3aecdfe3-663d-4d0a-8574-7028a0328fec",
            107       "name": "EYEPACS", 91       "name": "Diabetic Retinopathy Grading",
            108       "state": "active", 92       "state": "active",
            109       "vocabulary_id": null 93       "vocabulary_id": null
            110     }, 94     },
            111     { 95     {
            n 112       "display_name": "Medical Image Analysis", n 96       "display_name": "Image Analysis",
            113       "id": "7723629d-5b10-4e0b-9214-7aeb8f5d58cc", 97       "id": "47180f4c-083f-4e73-bf21-2cea322a428c",
            114       "name": "Medical Image Analysis", 98       "name": "Image Analysis",
            115       "state": "active", 99       "state": "active",
            116       "vocabulary_id": null 100       "vocabulary_id": null
            117     }, 101     },
            118     { 102     {
            n n 103       "display_name": "diabetic retinopathy",
            104       "id": "32856d7b-bbc1-40ec-af90-77ce5ecb1bc6",
            105       "name": "diabetic retinopathy",
            106       "state": "active",
            107       "vocabulary_id": null
            108     },
            109     {
            110       "display_name": "medical imaging",
            111       "id": "6be48b99-5ab8-4cc5-ad1e-ac989c713f1b",
            112       "name": "medical imaging",
            113       "state": "active",
            114       "vocabulary_id": null
            115     },
            116     {
            119       "display_name": "Retinal Fundus Images", 117       "display_name": "retinal fundus images",
            120       "id": "a0426b74-0f09-4a56-83a1-7748978112a3", 118       "id": "82bd4b9a-3545-4697-9d27-dbf9ffd52654",
            121       "name": "Retinal Fundus Images", 119       "name": "retinal fundus images",
            122       "state": "active", 120       "state": "active",
            123       "vocabulary_id": null 121       "vocabulary_id": null
            124     } 122     }
            125   ], 123   ],
            t 126   "title": "EYEPACS Dataset", t 124   "title": "EyePACS dataset",
            127   "type": "dataset", 125   "type": "dataset",
            128   "version": "" 126   "version": ""
            129 } 127 }