{"headerData":{"lastRefreshDate":"06 Jul 2026"},"publicationOverview":{"publication":{"id":"DBE7F583-7D8C-4175-B56A-BCB8D18BBB5F","resourceUrl":"http://gtr.ukri.org/api/publication/overview?outcomeid=615f76ae9b5a6&projectref=#grantRef#","outcomeId":"615f76ae9b5a6","title":"Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings","parentPublicationTitle":null,"authors":[{"id":"0c452c38fea815a99a29760606f0a75f","resourceUrl":"http://gtr.ukri.org/api/person/0c452c38fea815a99a29760606f0a75f","firstName":null,"otherNames":"Baltatzis V","surname":null,"email":null,"orcidId":null,"displayName":"Baltatzis V","fullName":"Baltatzis V"}],"date":1609459200000,"digitalPublicationUrl":"http://dx.doi.org/10.1007/978-3-030-87444-5_6","pubMedId":null,"pubMedUrl":null,"isbn":null,"issn":null,"publicationUrl":"http://dx.doi.org/10.1007/978-3-030-87444-5_6","abstractText":null,"volume":null,"issue":null,"totalPages":null,"edition":null,"chapterNumber":null,"chapterTitle":"The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data","pageRef":"56-64","series":null,"type":"Book Chapter","firstAuthorName":"Baltatzis V","grantRef":null},"projects":[{"id":"200690B5-BE50-48A9-964E-9782CADFBE11","resourceUrl":"http://gtr.ukri.org/projects?ref=EP/N026993/1","title":"EPSRC-NIHR HTC Partnership Award 'Plus': Medical Image Analysis Network (MedIAN)","status":null,"grantReference":"EP/N026993/1","grantCategory":"Research Grant","abstractText":null,"potentialImpactText":null,"fund":{"valuePounds":507583,"start":null,"end":null,"funder":{"id":"798CB33D-C79E-4578-83F2-72606407192C","resourceUrl":"http://gtr.ukri.org/api/organisation/798CB33D-C79E-4578-83F2-72606407192C","name":"EPSRC"},"type":"INCOME_ACTUAL"},"output":null,"publications":null,"identifiers":null,"technicalSummary":null,"projectHierarchy":null,"studentshipHierarchy":null,"healthCategories":[],"researchActivities":[],"researchSubjects":[],"researchTopics":[],"rcukProgrammes":[],"hasClassifications":false}],"abstractSnippet":null}}