Changes

On December 2, 2024 at 10:48:43 PM UTC, admin:
Changed title to FastMRI (previously fastMRI)
Set author of FastMRI to F. K. Zbontar (previously Chi Zhang)
Updated description of FastMRI from
The fastMRI dataset is a large-scale public dataset for accelerated MRI reconstruction. It contains almost 1,500 clinical knee datasets from various Siemens MR scanners at different field strengths.
to
Fast and accurate reconstruction of magnetic resonance (MR) images from under-sampled data is important in many clinical applications. In recent years, deep learning-based methods have been shown to produce superior performance on MR image reconstruction. However, these methods require large amounts of data which is difficult to collect and share due to the high cost of acquisition and medical data privacy regulations.
Removed the following tags from FastMRI
Added the following tags to FastMRI
Changed value of field defined_in to https://doi.org/10.48550/arXiv.2103.02148 in FastMRI
Changed value of field extra_authors to [{'extra_author': 'K. Hammernik', 'orcid': ''}, {'extra_author': 'M. Lustig', 'orcid': ''}, {'extra_author': 'M. Jacob', 'orcid': ''}] in FastMRI
Changed value of field citation to ['https://doi.org/10.48550/arXiv.2011.02322', 'https://doi.org/10.48550/arXiv.2212.01878'] in FastMRI
Changed value of field landing_page to http://mridata.org/ in FastMRI
Deleted resource Original Metadata from FastMRI
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Chi Zhang", n 3   "author": "F. K. Zbontar",
            4   "author_email": "", 4   "author_email": "",
            5   "citation": [ 5   "citation": [
            n 6     "https://doi.org/10.48550/arXiv.2308.10910", n 
            7     "https://doi.org/10.48550/arXiv.2405.14327", 6     "https://doi.org/10.48550/arXiv.2011.02322",
            8     "https://doi.org/10.48550/arXiv.2106.14947", 
            9     "https://doi.org/10.48550/arXiv.1912.09278", 7     "https://doi.org/10.48550/arXiv.2212.01878"
            10     "https://doi.org/10.1016/j.media.2024.103151", 
            11     "https://doi.org/10.1016/j.cmpb.2020.105796", 
            12     "https://doi.org/10.48550/arXiv.2102.13066", 
            13     "https://doi.org/10.48550/arXiv.2303.05754", 
            14     "https://doi.org/10.48550/arXiv.2401.12771", 
            15     "https://doi.org/10.48550/arXiv.2405.17613", 
            16     "https://doi.org/10.48550/arXiv.2309.13839" 
            17   ], 8   ],
            18   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 9   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 19   "defined_in": "https://doi.org/10.48550/arXiv.2110.03478", n 10   "defined_in": "https://doi.org/10.48550/arXiv.2103.02148",
            20   "doi": "10.57702/0pzii9bm", 11   "doi": "10.57702/0pzii9bm",
            21   "doi_date_published": "2024-12-02", 12   "doi_date_published": "2024-12-02",
            22   "doi_publisher": "TIB", 13   "doi_publisher": "TIB",
            23   "doi_status": true, 14   "doi_status": true,
            24   "domain": "https://service.tib.eu/ldmservice", 15   "domain": "https://service.tib.eu/ldmservice",
            25   "extra_authors": [ 16   "extra_authors": [
            26     { 17     {
            n 27       "extra_author": "Jinghan Jia", n 18       "extra_author": "K. Hammernik",
            28       "orcid": "" 19       "orcid": ""
            29     }, 20     },
            30     { 21     {
            n 31       "extra_author": "Burhaneddin Yaman", n 22       "extra_author": "M. Lustig",
            32       "orcid": "" 23       "orcid": ""
            33     }, 24     },
            34     { 25     {
            n 35       "extra_author": "Steen Moeller", n 
            36       "orcid": "" 
            37     }, 
            38     { 
            39       "extra_author": "Sijia Liu", 
            40       "orcid": "" 
            41     }, 
            42     { 
            43       "extra_author": "Mingyi Hong", 26       "extra_author": "M. Jacob",
            44       "orcid": "" 
            45     }, 
            46     { 
            47       "extra_author": "Mehmet Akcakaya", 
            48       "orcid": "" 27       "orcid": ""
            49     } 28     }
            50   ], 29   ],
            51   "groups": [ 30   "groups": [
            52     { 31     {
            53       "description": "", 32       "description": "",
            n 54       "display_name": "Accelerated Imaging", n 33       "display_name": "Accelerated MRI",
            55       "id": "2bf7862c-37cf-4c42-b94c-254c93f993cf", 34       "id": "5d7327ca-70c9-4b7e-8c4f-c4cc7f4777a2",
            56       "image_display_url": "", 35       "image_display_url": "",
            n 57       "name": "accelerated-imaging", n 36       "name": "accelerated-mri",
            58       "title": "Accelerated Imaging" 37       "title": "Accelerated MRI"
            59     }, 38     },
            60     { 39     {
            61       "description": "", 40       "description": "",
            n 62       "display_name": "Deep Learning", n 41       "display_name": "Image Reconstruction",
            63       "id": "d2734132-7098-4cc5-9f4c-5f9b6e1d7922", 42       "id": "a5660c19-3526-4e91-a26d-cf3cd40fe985",
            64       "image_display_url": "", 43       "image_display_url": "",
            n 65       "name": "deep-learning", n 44       "name": "image-reconstruction",
            66       "title": "Deep Learning" 45       "title": "Image Reconstruction"
            67     }, 46     },
            68     { 47     {
            69       "description": "", 48       "description": "",
            n 70       "display_name": "MRI", n 49       "display_name": "Machine Learning",
            71       "id": "d1534a42-cf3c-45f7-99f3-1cd3c1a49d08", 50       "id": "1d8623c9-adbd-4f91-be1e-53847c4ac32a",
            72       "image_display_url": "", 51       "image_display_url": "",
            n 73       "name": "mri", n 52       "name": "machine-learning",
            74       "title": "MRI" 53       "title": "Machine Learning"
            75     }, 
            76     { 
            77       "description": "", 
            78       "display_name": "MRI Reconstruction", 
            79       "id": "6ef8f676-2cd3-4dcb-9514-cdc55173582c", 
            80       "image_display_url": "", 
            81       "name": "mri-reconstruction", 
            82       "title": "MRI Reconstruction" 
            83     }, 54     },
            84     { 55     {
            85       "description": "", 56       "description": "",
            86       "display_name": "Magnetic Resonance Imaging", 57       "display_name": "Magnetic Resonance Imaging",
            87       "id": "cdd1450c-4b97-42ae-9795-035b44a778f8", 58       "id": "cdd1450c-4b97-42ae-9795-035b44a778f8",
            88       "image_display_url": "", 59       "image_display_url": "",
            89       "name": "magnetic-resonance-imaging", 60       "name": "magnetic-resonance-imaging",
            90       "title": "Magnetic Resonance Imaging" 61       "title": "Magnetic Resonance Imaging"
            n 91     }, n 
            92     { 
            93       "description": "", 
            94       "display_name": "Medical Image Reconstruction", 
            95       "id": "6d9bdb1a-9ea3-47a8-b0a5-4d7b0a1c1119", 
            96       "image_display_url": "", 
            97       "name": "medical-image-reconstruction", 
            98       "title": "Medical Image Reconstruction" 
            99     }, 62     },
            100     { 63     {
            101       "description": "", 64       "description": "",
            102       "display_name": "Medical Imaging", 65       "display_name": "Medical Imaging",
            103       "id": "b86e8f52-a230-44ce-b290-7823c9f6a877", 66       "id": "b86e8f52-a230-44ce-b290-7823c9f6a877",
            104       "image_display_url": "", 67       "image_display_url": "",
            105       "name": "medical-imaging", 68       "name": "medical-imaging",
            106       "title": "Medical Imaging" 69       "title": "Medical Imaging"
            107     } 70     }
            108   ], 71   ],
            109   "id": "727372b2-d1e7-4e91-82d7-2644790b9659", 72   "id": "727372b2-d1e7-4e91-82d7-2644790b9659",
            110   "isopen": false, 73   "isopen": false,
            n 111   "landing_page": "https://arxiv.org/abs/1811.08839", n 74   "landing_page": "http://mridata.org/",
            112   "license_title": null, 75   "license_title": null,
            113   "link_orkg": "", 76   "link_orkg": "",
            114   "metadata_created": "2024-12-02T22:10:38.232205", 77   "metadata_created": "2024-12-02T22:10:38.232205",
            n 115   "metadata_modified": "2024-12-02T22:10:38.875708", n 78   "metadata_modified": "2024-12-02T22:48:42.224916",
            116   "name": "fastmri", 79   "name": "fastmri",
            n 117   "notes": "The fastMRI dataset is a large-scale public dataset for  n 80   "notes": "Fast and accurate reconstruction of magnetic resonance 
            118 accelerated MRI reconstruction. It contains almost 1,500 clinical knee  81 (MR) images from under-sampled data is important in many clinical 
            119 datasets from various Siemens MR scanners at different field  82 applications. In recent years, deep learning-based methods have been 
            120 strengths.", 83 shown to produce superior performance on MR image reconstruction. 
            84 However, these methods require large amounts of data which is 
            85 difficult to collect and share due to the high cost of acquisition and 
            86 medical data privacy regulations.",
            121   "num_resources": 1, 87   "num_resources": 0,
            122   "num_tags": 23, 88   "num_tags": 12,
            123   "organization": { 89   "organization": {
            124     "approval_status": "approved", 90     "approval_status": "approved",
            125     "created": "2024-11-25T12:11:38.292601", 91     "created": "2024-11-25T12:11:38.292601",
            126     "description": "", 92     "description": "",
            127     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 93     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            128     "image_url": "", 94     "image_url": "",
            129     "is_organization": true, 95     "is_organization": true,
            130     "name": "no-organization", 96     "name": "no-organization",
            131     "state": "active", 97     "state": "active",
            132     "title": "No Organization", 98     "title": "No Organization",
            133     "type": "organization" 99     "type": "organization"
            134   }, 100   },
            135   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 101   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            136   "private": false, 102   "private": false,
            137   "relationships_as_object": [], 103   "relationships_as_object": [],
            138   "relationships_as_subject": [], 104   "relationships_as_subject": [],
            n 139   "resources": [ n 105   "resources": [],
            140     { 
            141       "cache_last_updated": null, 
            142       "cache_url": null, 
            143       "created": "2024-12-02T22:29:38", 
            144       "data": [ 
            145         "dcterms:title", 
            146         "dcterms:accessRights", 
            147         "dcterms:creator", 
            148         "dcterms:description", 
            149         "dcterms:issued", 
            150         "dcterms:language", 
            151         "dcterms:identifier", 
            152         "dcat:theme", 
            153         "dcterms:type", 
            154         "dcat:keyword", 
            155         "dcat:landingPage", 
            156         "dcterms:hasVersion", 
            157         "dcterms:format", 
            158         "mls:task", 
            159         "datacite:isDescribedBy" 
            160       ], 
            161       "description": "The json representation of the dataset with its  
            162 distributions based on DCAT.", 
            163       "format": "JSON", 
            164       "hash": "", 
            165       "id": "aaed566d-cac5-49c9-a705-ca2c347a123b", 
            166       "last_modified": "2024-12-02T22:10:38.861871", 
            167       "metadata_modified": "2024-12-02T22:10:38.879266", 
            168       "mimetype": "application/json", 
            169       "mimetype_inner": null, 
            170       "name": "Original Metadata", 
            171       "package_id": "727372b2-d1e7-4e91-82d7-2644790b9659", 
            172       "position": 0, 
            173       "resource_type": null, 
            174       "size": 1843, 
            175       "state": "active", 
            176       "url":  
            177 resource/aaed566d-cac5-49c9-a705-ca2c347a123b/download/metadata.json", 
            178       "url_type": "upload" 
            179     } 
            180   ], 
            181   "services_used_list": "", 106   "services_used_list": "",
            182   "state": "active", 107   "state": "active",
            183   "tags": [ 108   "tags": [
            n 184     { n 
            185       "display_name": "Accelerated Imaging", 
            186       "id": "28650dd4-3ffc-43b3-9285-6cd5b13bf63f", 
            187       "name": "Accelerated Imaging", 
            188       "state": "active", 
            189       "vocabulary_id": null 
            190     }, 
            191     { 109     {
            192       "display_name": "Accelerated MRI", 110       "display_name": "Accelerated MRI",
            193       "id": "a7da6b50-7f72-49ff-9399-2b895bfb372e", 111       "id": "a7da6b50-7f72-49ff-9399-2b895bfb372e",
            194       "name": "Accelerated MRI", 112       "name": "Accelerated MRI",
            195       "state": "active", 113       "state": "active",
            196       "vocabulary_id": null 114       "vocabulary_id": null
            197     }, 115     },
            198     { 116     {
            n 199       "display_name": "Brain", n 117       "display_name": "Accelerated Reconstruction",
            200       "id": "3dcf5553-54e4-4cac-b6a5-283bef928590", 118       "id": "4800d8c2-1498-4ca6-8ddd-511861a4043a",
            201       "name": "Brain", 119       "name": "Accelerated Reconstruction",
            202       "state": "active", 120       "state": "active",
            203       "vocabulary_id": null 121       "vocabulary_id": null
            204     }, 122     },
            205     { 123     {
            206       "display_name": "Deep Learning", 124       "display_name": "Deep Learning",
            207       "id": "3feb7b21-e049-4dca-9372-0d438c483f6a", 125       "id": "3feb7b21-e049-4dca-9372-0d438c483f6a",
            208       "name": "Deep Learning", 126       "name": "Deep Learning",
            209       "state": "active", 127       "state": "active",
            210       "vocabulary_id": null 128       "vocabulary_id": null
            211     }, 129     },
            212     { 130     {
            n 213       "display_name": "Federated Learning", n 131       "display_name": "FastMRI",
            214       "id": "457a40d1-65a2-4186-b368-30d39191ea94", 132       "id": "c842ee40-ba56-4d1c-ae00-f75e166dffa0",
            215       "name": "Federated Learning", 133       "name": "FastMRI",
            216       "state": "active", 134       "state": "active",
            217       "vocabulary_id": null 135       "vocabulary_id": null
            218     }, 136     },
            219     { 137     {
            220       "display_name": "Image Reconstruction", 138       "display_name": "Image Reconstruction",
            221       "id": "58a95e75-15cc-4634-ba1c-d89302691ee4", 139       "id": "58a95e75-15cc-4634-ba1c-d89302691ee4",
            222       "name": "Image Reconstruction", 140       "name": "Image Reconstruction",
            223       "state": "active", 141       "state": "active",
            224       "vocabulary_id": null 142       "vocabulary_id": null
            225     }, 143     },
            226     { 144     {
            n 227       "display_name": "Intraoperative", n 
            228       "id": "7ff430b1-14dd-44b9-9c60-557a51a82809", 
            229       "name": "Intraoperative", 
            230       "state": "active", 
            231       "vocabulary_id": null 
            232     }, 
            233     { 
            234       "display_name": "Knee", 
            235       "id": "3e3b1579-a42e-4e3b-a120-cc809fd44af1", 
            236       "name": "Knee", 
            237       "state": "active", 
            238       "vocabulary_id": null 
            239     }, 
            240     { 
            241       "display_name": "MR Images", 145       "display_name": "Knee Images",
            242       "id": "5fcd3036-a4ee-4901-8739-42997a84fba4", 146       "id": "d280f13e-8589-47f1-890e-cb80462147a9",
            243       "name": "MR Images", 147       "name": "Knee Images",
            244       "state": "active", 148       "state": "active",
            245       "vocabulary_id": null 149       "vocabulary_id": null
            246     }, 150     },
            247     { 151     {
            248       "display_name": "MRI", 152       "display_name": "MRI",
            249       "id": "691fbac1-fe9f-4613-9ab6-60b92f9b69b6", 153       "id": "691fbac1-fe9f-4613-9ab6-60b92f9b69b6",
            250       "name": "MRI", 154       "name": "MRI",
            251       "state": "active", 155       "state": "active",
            252       "vocabulary_id": null 156       "vocabulary_id": null
            253     }, 157     },
            254     { 158     {
            n 255       "display_name": "MRI Reconstruction", n 159       "display_name": "Machine Learning",
            256       "id": "830ce88e-4b07-4043-959b-13084b5f9f3e", 160       "id": "c4f3defc-ca48-45a9-9217-ce35bd3ed73c",
            257       "name": "MRI Reconstruction", 161       "name": "Machine Learning",
            258       "state": "active", 162       "state": "active",
            259       "vocabulary_id": null 163       "vocabulary_id": null
            260     }, 164     },
            261     { 165     {
            n 262       "display_name": "MRI reconstruction", n 166       "display_name": "Magnetic Resonance Imaging",
            263       "id": "de282503-ca13-49b6-b2dc-f83e0b7b7d6f", 167       "id": "7d5857ce-5a0e-4c98-b60d-faac8458ccfe",
            264       "name": "MRI reconstruction", 168       "name": "Magnetic Resonance Imaging",
            265       "state": "active", 169       "state": "active",
            266       "vocabulary_id": null 170       "vocabulary_id": null
            267     }, 171     },
            268     { 172     {
            n 269       "display_name": "Medical Image Reconstruction", n 173       "display_name": "Under-sampled Data",
            270       "id": "5eb07592-7c10-4ad6-8269-81e4421d3ce7", 174       "id": "f81fccc4-7585-4b8f-a639-49eb87a53994",
            271       "name": "Medical Image Reconstruction", 175       "name": "Under-sampled Data",
            272       "state": "active", 176       "state": "active",
            273       "vocabulary_id": null 177       "vocabulary_id": null
            274     }, 178     },
            275     { 179     {
            n 276       "display_name": "Medical Imaging", n 180       "display_name": "reconstruction",
            277       "id": "10261ea5-4420-472c-8004-e29d20a88fb8", 181       "id": "4a067bc0-fe5a-4a7b-9a62-52f7db40eca9",
            278       "name": "Medical Imaging", 182       "name": "reconstruction",
            279       "state": "active", 183       "state": "active",
            280       "vocabulary_id": null 184       "vocabulary_id": null
            281     }, 185     },
            282     { 186     {
            n 283       "display_name": "Reconstruction", n 
            284       "id": "15f31ea0-74f7-4088-81f5-54064ed3fa59", 
            285       "name": "Reconstruction", 
            286       "state": "active", 
            287       "vocabulary_id": null 
            288     }, 
            289     { 
            290       "display_name": "Reduced Sampling Rates", 
            291       "id": "faa8a654-e32c-4ade-becd-57d58dbca900", 
            292       "name": "Reduced Sampling Rates", 
            293       "state": "active", 
            294       "vocabulary_id": null 
            295     }, 
            296     { 
            297       "display_name": "accelerated MRI", 
            298       "id": "2a0bad88-0f86-4171-97f9-83ade8e38a57", 
            299       "name": "accelerated MRI", 
            300       "state": "active", 
            301       "vocabulary_id": null 
            302     }, 
            303     { 
            304       "display_name": "deep learning", 
            305       "id": "19e41883-3799-4184-9e0e-26c95795b119", 
            306       "name": "deep learning", 
            307       "state": "active", 
            308       "vocabulary_id": null 
            309     }, 
            310     { 
            311       "display_name": "fastMRI", 
            312       "id": "3d78c22d-8e73-4cb2-93d0-403997798b9a", 
            313       "name": "fastMRI", 
            314       "state": "active", 
            315       "vocabulary_id": null 
            316     }, 
            317     { 
            318       "display_name": "k-space", 
            319       "id": "f42a09ac-185c-4244-86de-f0c63fd47038", 
            320       "name": "k-space", 
            321       "state": "active", 
            322       "vocabulary_id": null 
            323     }, 
            324     { 
            325       "display_name": "knee MRI", 187       "display_name": "undersampled MRI",
            326       "id": "9f47fd07-7648-4718-9d16-48924e980976", 188       "id": "c24263cb-83cc-490b-90d2-b3b3bb86975e",
            327       "name": "knee MRI", 189       "name": "undersampled MRI",
            328       "state": "active", 
            329       "vocabulary_id": null 
            330     }, 
            331     { 
            332       "display_name": "parallel imaging", 
            333       "id": "49d82102-7484-481d-a496-6f9e7fd50ec6", 
            334       "name": "parallel imaging", 
            335       "state": "active", 
            336       "vocabulary_id": null 
            337     }, 
            338     { 
            339       "display_name": "proton density imaging", 
            340       "id": "cd3769cd-bce1-4591-8359-ae83b1055d5d", 
            341       "name": "proton density imaging", 
            342       "state": "active", 190       "state": "active",
            343       "vocabulary_id": null 191       "vocabulary_id": null
            344     } 192     }
            345   ], 193   ],
            t 346   "title": "fastMRI", t 194   "title": "FastMRI",
            347   "type": "dataset", 195   "type": "dataset",
            348   "version": "" 196   "version": ""
            349 } 197 }