{"id":"https://openalex.org/W7163034752","doi":"https://doi.org/10.1007/978-3-032-28316-0_20","title":"Designing a Deployable ML Development Framework that Operationalizes Trustworthy Predictive Applications in the Medical Field","display_name":"Designing a Deployable ML Development Framework that Operationalizes Trustworthy Predictive Applications in the Medical Field","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7163034752","doi":"https://doi.org/10.1007/978-3-032-28316-0_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-28316-0_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-28316-0_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000623854","display_name":"Arin Brahma","orcid":null},"institutions":[{"id":"https://openalex.org/I35566140","display_name":"Loyola Marymount University","ror":"https://ror.org/00xhj8c72","country_code":"US","type":"education","lineage":["https://openalex.org/I35566140"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arin Brahma","raw_affiliation_strings":["Loyola Marymount University, Los Angeles, CA, 90045, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loyola Marymount University, Los Angeles, CA, 90045, USA","institution_ids":["https://openalex.org/I35566140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137590545","display_name":"Kala Seal","orcid":null},"institutions":[{"id":"https://openalex.org/I35566140","display_name":"Loyola Marymount University","ror":"https://ror.org/00xhj8c72","country_code":"US","type":"education","lineage":["https://openalex.org/I35566140"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kala Seal","raw_affiliation_strings":["Loyola Marymount University, Los Angeles, CA, 90045, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loyola Marymount University, Los Angeles, CA, 90045, USA","institution_ids":["https://openalex.org/I35566140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137588083","display_name":"Yasaman Ghasemi","orcid":null},"institutions":[{"id":"https://openalex.org/I35566140","display_name":"Loyola Marymount University","ror":"https://ror.org/00xhj8c72","country_code":"US","type":"education","lineage":["https://openalex.org/I35566140"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yasaman Ghasemi","raw_affiliation_strings":["Loyola Marymount University, Los Angeles, CA, 90045, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Loyola Marymount University, Los Angeles, CA, 90045, USA","institution_ids":["https://openalex.org/I35566140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137564159","display_name":"Samir Chatterjee","orcid":null},"institutions":[{"id":"https://openalex.org/I136722135","display_name":"Claremont Graduate University","ror":"https://ror.org/0157pnt69","country_code":"US","type":"education","lineage":["https://openalex.org/I136722135"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samir Chatterjee","raw_affiliation_strings":["Claremont Graduate University, Claremont, CA, 01711, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Claremont Graduate University, Claremont, CA, 01711, USA","institution_ids":["https://openalex.org/I136722135"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000623854"],"corresponding_institution_ids":["https://openalex.org/I35566140"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"351","last_page":"369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.09929999709129333,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.09929999709129333,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0860000029206276,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.04670000076293945,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.7093999981880188},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.6948000192642212},{"id":"https://openalex.org/keywords/development","display_name":"Development (topology)","score":0.5961999893188477},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.26660001277923584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7893000245094299},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.7093999981880188},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.6948000192642212},{"id":"https://openalex.org/C2776542497","wikidata":"https://www.wikidata.org/wiki/Q5266672","display_name":"Development (topology)","level":2,"score":0.5961999893188477},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.35569998621940613},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.31790000200271606},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3018999993801117},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.28870001435279846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.288100004196167},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.27219998836517334},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2694999873638153},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.26739999651908875},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.26660001277923584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-28316-0_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-28316-0_20","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4215766489505768}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1534477342","https://openalex.org/W1678356000","https://openalex.org/W1984244683","https://openalex.org/W2025347578","https://openalex.org/W2047949661","https://openalex.org/W2136922540","https://openalex.org/W2148143831","https://openalex.org/W2162651021","https://openalex.org/W2282821441","https://openalex.org/W2498119267","https://openalex.org/W2904422658","https://openalex.org/W2911964244","https://openalex.org/W3033366871","https://openalex.org/W3080627676","https://openalex.org/W3097737886","https://openalex.org/W3106889297","https://openalex.org/W3118929067","https://openalex.org/W3126064780","https://openalex.org/W3130693960","https://openalex.org/W3138114698","https://openalex.org/W3138951883","https://openalex.org/W3170940710","https://openalex.org/W3172362366","https://openalex.org/W3184842396","https://openalex.org/W3196440773","https://openalex.org/W4307264886","https://openalex.org/W4408039787","https://openalex.org/W6963074095"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-06-02T00:00:00"}
