{"id":"https://openalex.org/W4385680624","doi":"https://doi.org/10.48550/arxiv.2308.02534","title":"Exploring the Role of Explainability in AI-Assisted Embryo Selection","display_name":"Exploring the Role of Explainability in AI-Assisted Embryo Selection","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385680624","doi":"https://doi.org/10.48550/arxiv.2308.02534"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2308.02534","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2308.02534","pdf_url":"https://arxiv.org/pdf/2308.02534","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2308.02534","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092793208","display_name":"Lucia Urcelay","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Urcelay, Lucia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092793209","display_name":"Daniel Hinjos","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hinjos, Daniel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092793210","display_name":"Pablo Martin-Torres","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin-Torres, Pablo A.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111672074","display_name":"Marta C. Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-8482-0318"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gonzalez, Marta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002964551","display_name":"Marta M\u00e9ndez","orcid":"https://orcid.org/0000-0003-1718-7492"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mendez, Marta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076423526","display_name":"Salva C\u00edvico","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"C\u00edvico, Salva","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028049729","display_name":"Sergio \u00c1lvarez-Napagao","orcid":"https://orcid.org/0000-0001-9946-9703"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"\u00c1lvarez-Napagao, Sergio","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5010831226","display_name":"Dario Garc\u00eda-Gasulla","orcid":"https://orcid.org/0000-0001-6732-5641"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Garcia-Gasulla, Dario","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.984499990940094,"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":0.984499990940094,"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/interpretability","display_name":"Interpretability","score":0.8248640298843384},{"id":"https://openalex.org/keywords/transparency","display_name":"Transparency (behavior)","score":0.7267066240310669},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6461257934570312},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5347342491149902},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4573206305503845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43985918164253235},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4036889970302582},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.332857221364975},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29579102993011475},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1444704532623291}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8248640298843384},{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7267066240310669},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6461257934570312},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5347342491149902},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4573206305503845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43985918164253235},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4036889970302582},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.332857221364975},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29579102993011475},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1444704532623291},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2308.02534","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2308.02534","pdf_url":"https://arxiv.org/pdf/2308.02534","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2308.02534","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2308.02534","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2308.02534","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2308.02534","pdf_url":"https://arxiv.org/pdf/2308.02534","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6425581317","display_name":"Towards AI powered manufacturing services, processes, and products in an edge-to-cloud-knowlEdge continuum for humans [in-the-loop]","funder_award_id":"957331","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385680624.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4312407344","https://openalex.org/W2894289927"],"abstract_inverted_index":{"In":[0,59],"Vitro":[1],"Fertilization":[2],"is":[3,16,57],"among":[4],"the":[5,17,48,54,64,68,76,88,96,107],"most":[6],"widespread":[7],"treatments":[8],"for":[9,23,106],"infertility.":[10],"One":[11],"of":[12,21,70,98,109],"its":[13],"main":[14],"challenges":[15],"evaluation":[18],"and":[19,30,100,112],"selection":[20],"embryo":[22,72],"implantation,":[24],"a":[25],"process":[26],"with":[27],"large":[28],"inter-":[29],"intra-clinician":[31],"variability.":[32],"Deep":[33],"learning":[34],"based":[35],"methods":[36],"are":[37],"gaining":[38],"attention,":[39],"but":[40],"their":[41,45],"opaque":[42],"nature":[43],"compromises":[44],"acceptance":[46],"in":[47,53,67,87],"clinical":[49,89,120],"context,":[50],"where":[51],"transparency":[52],"decision":[55,92],"making":[56],"key.":[58],"this":[60,115],"paper":[61],"we":[62,103],"analyze":[63],"current":[65],"work":[66],"explainability":[69],"AI-assisted":[71],"analysis":[73],"models,":[74],"identifying":[75],"limitations.":[77],"We":[78],"also":[79],"discuss":[80],"how":[81],"these":[82],"models":[83],"could":[84],"be":[85],"integrated":[86],"context":[90],"as":[91],"support":[93],"systems,":[94],"considering":[95],"needs":[97],"clinicians":[99],"patients.":[101],"Finally,":[102],"propose":[104],"guidelines":[105],"sake":[108],"increasing":[110],"interpretability":[111],"trustworthiness,":[113],"pushing":[114],"technology":[116],"forward":[117],"towards":[118],"established":[119],"practice.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
