{"status":"OK","data":{"id":565116,"identifier":"ECTJYX","persistentUrl":"https://doi.org/10.34894/ECTJYX","protocol":"doi","authority":"10.34894","separator":"/","publisher":"DataverseNL","publicationDate":"2025-11-25","storageIdentifier":"surf://10.34894/ECTJYX","effectiveDatasetFileCountLimit":10000,"datasetFileUploadsAvailable":9999,"datasetType":"dataset","locks":[],"latestVersion":{"id":31982,"datasetId":565116,"datasetPersistentId":"doi:10.34894/ECTJYX","datasetType":"dataset","storageIdentifier":"surf://10.34894/ECTJYX","versionNumber":1,"internalVersionNumber":9,"versionMinorNumber":0,"versionState":"RELEASED","latestVersionPublishingState":"RELEASED","deaccessionLink":"","lastUpdateTime":"2025-11-25T13:02:22Z","releaseTime":"2025-11-25T13:02:22Z","createTime":"2025-11-20T12:19:24Z","publicationDate":"2025-11-25","citationDate":"2025-11-25","effectiveDatasetFileCountLimit":10000,"datasetFileUploadsAvailable":9999,"license":{"name":"CC0-1.0","uri":"http://creativecommons.org/publicdomain/zero/1.0","iconUri":"https://licensebuttons.net/p/zero/1.0/88x31.png","rightsIdentifier":"CC0-1.0","rightsIdentifierScheme":"SPDX","schemeUri":"https://spdx.org/licenses/","languageCode":"en"},"fileAccessRequest":false,"metadataBlocks":{"citation":{"displayName":"Citation Metadata","name":"citation","fields":[{"typeName":"title","multiple":false,"typeClass":"primitive","value":"Factors associated with the local control of brain metastases: a systematic search and machine learning application"},{"typeName":"author","multiple":true,"typeClass":"compound","value":[{"authorName":{"typeName":"authorName","multiple":false,"typeClass":"primitive","value":"Kanakarajan, Hemalatha"},"authorAffiliation":{"typeName":"authorAffiliation","multiple":false,"typeClass":"primitive","value":"https://ror.org/04b8v1s79","expandedvalue":{"scheme":"http://www.grid.ac/ontology/","termName":"Tilburg University","@type":"https://schema.org/Organization"}},"authorIdentifierScheme":{"typeName":"authorIdentifierScheme","multiple":false,"typeClass":"controlledVocabulary","value":"ORCID"}}]},{"typeName":"datasetContact","multiple":true,"typeClass":"compound","value":[{"datasetContactName":{"typeName":"datasetContactName","multiple":false,"typeClass":"primitive","value":"TiU Dataverse Admins"},"datasetContactAffiliation":{"typeName":"datasetContactAffiliation","multiple":false,"typeClass":"primitive","value":"Tilburg University"}},{"datasetContactName":{"typeName":"datasetContactName","multiple":false,"typeClass":"primitive","value":"Kanakarajan, Hemalatha"},"datasetContactAffiliation":{"typeName":"datasetContactAffiliation","multiple":false,"typeClass":"primitive","value":"Tilburg University"}}]},{"typeName":"dsDescription","multiple":true,"typeClass":"compound","value":[{"dsDescriptionValue":{"typeName":"dsDescriptionValue","multiple":false,"typeClass":"primitive","value":"This data package contains the information needed to replicate the research titled - 'Factors associated with the local control of brain metastases: a systematic search and machine learning application'."},"dsDescriptionDate":{"typeName":"dsDescriptionDate","multiple":false,"typeClass":"primitive","value":"2025-11-20"}}]},{"typeName":"subject","multiple":true,"typeClass":"controlledVocabulary","value":["Computer and Information Science","Medicine, Health and Life Sciences"]},{"typeName":"keyword","multiple":true,"typeClass":"compound","value":[{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Systematic review"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Brain metastases"}},{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"Machine learning"}}]},{"typeName":"publication","multiple":true,"typeClass":"compound","value":[{"publicationRelationType":{"typeName":"publicationRelationType","multiple":false,"typeClass":"controlledVocabulary","value":"References"},"publicationCitation":{"typeName":"publicationCitation","multiple":false,"typeClass":"primitive","value":"Hemalatha Kanakarajan, Wouter De Baene, Gehring K, Daniëlle B. P. Eekers,\nHanssens P, Margriet Sitskoorn. Factors associated with the local control of\nbrain metastases: a systematic search and machine learning application. BMC\nMedical Informatics and Decision Making. 2024;24(1)."},"publicationIDType":{"typeName":"publicationIDType","multiple":false,"typeClass":"controlledVocabulary","value":"doi"},"publicationIDNumber":{"typeName":"publicationIDNumber","multiple":false,"typeClass":"primitive","value":"doi:https://doi.org/10.1186/s12911-024-02579-z"},"publicationURL":{"typeName":"publicationURL","multiple":false,"typeClass":"primitive","value":"https://doi.org/10.1186/s12911-024-02579-z"}}]},{"typeName":"notesText","multiple":false,"typeClass":"primitive","value":"This research is a systematic review of the factors associated with the local control of brain metastases and the usage of the findings of the review for machine learning application. The systematic review can be replicated by following the methodology described in the paper. The python script used for the machine learning application is attached with this data package."},{"typeName":"language","multiple":true,"typeClass":"controlledVocabulary","value":["English"]},{"typeName":"producer","multiple":true,"typeClass":"compound","value":[{"producerName":{"typeName":"producerName","multiple":false,"typeClass":"primitive","value":"Tilburg University"}}]},{"typeName":"contributor","multiple":true,"typeClass":"compound","value":[{"contributorType":{"typeName":"contributorType","multiple":false,"typeClass":"controlledVocabulary","value":"Researcher"},"contributorName":{"typeName":"contributorName","multiple":false,"typeClass":"primitive","value":"Kanakarajan, Hemalatha"}}]},{"typeName":"grantNumber","multiple":true,"typeClass":"compound","value":[{"grantNumberAgency":{"typeName":"grantNumberAgency","multiple":false,"typeClass":"primitive","value":"KWF Kankerbestrijding"},"grantNumberValue":{"typeName":"grantNumberValue","multiple":false,"typeClass":"primitive","value":"Technology for Oncology IL"}},{"grantNumberAgency":{"typeName":"grantNumberAgency","multiple":false,"typeClass":"primitive","value":"NWO Domain AES"},"grantNumberValue":{"typeName":"grantNumberValue","multiple":false,"typeClass":"primitive","value":"Technology for Oncology IL"}},{"grantNumberAgency":{"typeName":"grantNumberAgency","multiple":false,"typeClass":"primitive","value":"Health Holland"},"grantNumberValue":{"typeName":"grantNumberValue","multiple":false,"typeClass":"primitive","value":"Top Sector Life Sciences & Health"}}]},{"typeName":"distributor","multiple":true,"typeClass":"compound","value":[{"distributorName":{"typeName":"distributorName","multiple":false,"typeClass":"primitive","value":"DataverseNL"}}]},{"typeName":"depositor","multiple":false,"typeClass":"primitive","value":"Kanakarajan, Hemalatha"},{"typeName":"dateOfDeposit","multiple":false,"typeClass":"primitive","value":"2025-11-20"},{"typeName":"timePeriodCovered","multiple":true,"typeClass":"compound","value":[{"timePeriodCoveredStart":{"typeName":"timePeriodCoveredStart","multiple":false,"typeClass":"primitive","value":"2020-09-01"},"timePeriodCoveredEnd":{"typeName":"timePeriodCoveredEnd","multiple":false,"typeClass":"primitive","value":"2026-06-01"}}]},{"typeName":"dateOfCollection","multiple":true,"typeClass":"compound","value":[{"dateOfCollectionStart":{"typeName":"dateOfCollectionStart","multiple":false,"typeClass":"primitive","value":"2020-09-01"},"dateOfCollectionEnd":{"typeName":"dateOfCollectionEnd","multiple":false,"typeClass":"primitive","value":"2026-06-01"}}]},{"typeName":"kindOfData","multiple":true,"typeClass":"primitive","value":["published papers in the literature","ETZ clinical data"]},{"typeName":"software","multiple":true,"typeClass":"compound","value":[{"softwareName":{"typeName":"softwareName","multiple":false,"typeClass":"primitive","value":"Python"},"softwareVersion":{"typeName":"softwareVersion","multiple":false,"typeClass":"primitive","value":"3.8"}}]},{"typeName":"relatedDatasets","multiple":true,"typeClass":"primitive","value":["The clinical data set from the ETZ research data."]},{"typeName":"dataSources","multiple":true,"typeClass":"primitive","value":["Research servers at ETZ"]},{"typeName":"accessToSources","multiple":false,"typeClass":"primitive","value":"This research is part of the AMICUS project. The anonymized clinical research data from ETZ is used for this research. This data is present in the research servers at ETZ. My supervisor Wouter De Baene also has access to this research data in research servers at ETZ."}]},"dansDataVaultMetadata":{"displayName":"Data Vault Metadata","name":"dansDataVaultMetadata","fields":[{"typeName":"dansDataversePid","multiple":false,"typeClass":"primitive","value":"doi:10.34894/ECTJYX"},{"typeName":"dansDataversePidVersion","multiple":false,"typeClass":"primitive","value":"1.0"},{"typeName":"dansBagId","multiple":false,"typeClass":"primitive","value":"urn:uuid:846f4f73-e52f-4adf-8a1c-9a44db89b19e"},{"typeName":"dansNbn","multiple":false,"typeClass":"primitive","value":"urn:nbn:nl:ui:13-9db954d1-b7e6-4cc8-8c31-97cb9a86d859"}]}},"files":[{"description":"Script for machine learning application.","label":"ML.py","restricted":false,"version":1,"datasetVersionId":31982,"dataFile":{"id":565117,"persistentId":"","filename":"ML.py","contentType":"text/x-python","friendlyType":"Python Source Code","filesize":1504,"description":"Script for machine learning application.","storageIdentifier":"surf://store:19aa133e5cf-44258fc5ddfc","rootDataFileId":-1,"checksum":{"type":"SHA-1","value":"1cad0cf5b53a436ae57d707f81d2c3eeaf9393c4"},"tabularData":false,"creationDate":"2025-11-20","publicationDate":"2025-11-25","lastUpdateTime":"2025-11-25T13:02:22Z","fileAccessRequest":false}}]}}}