{"id":"https://openalex.org/W4400097915","doi":"https://doi.org/10.1007/978-3-031-63772-8_5","title":"Investigation of\u00a0Energy-Efficient AI Model Architectures and\u00a0Compression Techniques for\u00a0\u201cGreen\u201d Fetal Brain Segmentation","display_name":"Investigation of\u00a0Energy-Efficient AI Model Architectures and\u00a0Compression Techniques for\u00a0\u201cGreen\u201d Fetal Brain Segmentation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400097915","doi":"https://doi.org/10.1007/978-3-031-63772-8_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-63772-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63772-8_5","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":"book-chapter","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/A5063210827","display_name":"Szymon Mazurek","orcid":"https://orcid.org/0009-0006-7557-0157"},"institutions":[{"id":"https://openalex.org/I23574469","display_name":"Krakow University of Economics","ror":"https://ror.org/0262te083","country_code":"PL","type":"education","lineage":["https://openalex.org/I23574469"]},{"id":"https://openalex.org/I3019092743","display_name":"University of Agriculture in Krakow","ror":"https://ror.org/012dxyr07","country_code":"PL","type":"education","lineage":["https://openalex.org/I3019092743"]},{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Szymon Mazurek","raw_affiliation_strings":["AGH University of Krakow, Adam Mickiewicz Avenue 30, 30-059, Cracow, Poland","Sano Centre for Computational Personalized Medicine, Nawojki 11, 30-072, Cracow, Poland"],"raw_orcid":"https://orcid.org/0009-0006-7557-0157","affiliations":[{"raw_affiliation_string":"AGH University of Krakow, Adam Mickiewicz Avenue 30, 30-059, Cracow, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I59411706","https://openalex.org/I3019092743"]},{"raw_affiliation_string":"Sano Centre for Computational Personalized Medicine, Nawojki 11, 30-072, Cracow, Poland","institution_ids":["https://openalex.org/I23574469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042829685","display_name":"Monika Pytlarz","orcid":"https://orcid.org/0000-0001-5319-1769"},"institutions":[{"id":"https://openalex.org/I23574469","display_name":"Krakow University of Economics","ror":"https://ror.org/0262te083","country_code":"PL","type":"education","lineage":["https://openalex.org/I23574469"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Monika Pytlarz","raw_affiliation_strings":["Sano Centre for Computational Personalized Medicine, Nawojki 11, 30-072, Cracow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-5319-1769","affiliations":[{"raw_affiliation_string":"Sano Centre for Computational Personalized Medicine, Nawojki 11, 30-072, Cracow, Poland","institution_ids":["https://openalex.org/I23574469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008738254","display_name":"Sylwia Malec","orcid":"https://orcid.org/0000-0002-3603-9930"},"institutions":[{"id":"https://openalex.org/I23574469","display_name":"Krakow University of Economics","ror":"https://ror.org/0262te083","country_code":"PL","type":"education","lineage":["https://openalex.org/I23574469"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Sylwia Malec","raw_affiliation_strings":["Sano Centre for Computational Personalized Medicine, Nawojki 11, 30-072, Cracow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-3603-9930","affiliations":[{"raw_affiliation_string":"Sano Centre for Computational Personalized Medicine, Nawojki 11, 30-072, Cracow, Poland","institution_ids":["https://openalex.org/I23574469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047749964","display_name":"Alessandro Crimi","orcid":"https://orcid.org/0000-0001-5397-6363"},"institutions":[{"id":"https://openalex.org/I23574469","display_name":"Krakow University of Economics","ror":"https://ror.org/0262te083","country_code":"PL","type":"education","lineage":["https://openalex.org/I23574469"]},{"id":"https://openalex.org/I3019092743","display_name":"University of Agriculture in Krakow","ror":"https://ror.org/012dxyr07","country_code":"PL","type":"education","lineage":["https://openalex.org/I3019092743"]},{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Alessandro Crimi","raw_affiliation_strings":["AGH University of Krakow, Adam Mickiewicz Avenue 30, 30-059, Cracow, Poland","Sano Centre for Computational Personalized Medicine, Nawojki 11, 30-072, Cracow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-5397-6363","affiliations":[{"raw_affiliation_string":"AGH University of Krakow, Adam Mickiewicz Avenue 30, 30-059, Cracow, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I59411706","https://openalex.org/I3019092743"]},{"raw_affiliation_string":"Sano Centre for Computational Personalized Medicine, Nawojki 11, 30-072, Cracow, Poland","institution_ids":["https://openalex.org/I23574469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063210827"],"corresponding_institution_ids":["https://openalex.org/I23574469","https://openalex.org/I3019092743","https://openalex.org/I59411706","https://openalex.org/I686019"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3656,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63635543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"61","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8198097944259644},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.645832896232605},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.4911026954650879},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4881599545478821},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.446944922208786},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.43584150075912476},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.053489118814468384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8198097944259644},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.645832896232605},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.4911026954650879},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4881599545478821},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.446944922208786},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.43584150075912476},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.053489118814468384},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-63772-8_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-63772-8_5","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":[{"display_name":"Affordable and clean energy","score":0.699999988079071,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2586654419","https://openalex.org/W2754566557","https://openalex.org/W2945697643","https://openalex.org/W2970971581","https://openalex.org/W2982083293","https://openalex.org/W2985941729","https://openalex.org/W3007494972","https://openalex.org/W3034238686","https://openalex.org/W3167134271","https://openalex.org/W3170647102","https://openalex.org/W3197665962","https://openalex.org/W3204198940","https://openalex.org/W3214897310","https://openalex.org/W4225387575","https://openalex.org/W4308610041","https://openalex.org/W4312830040","https://openalex.org/W4380091421","https://openalex.org/W4385324517","https://openalex.org/W4386083031","https://openalex.org/W6600446476","https://openalex.org/W6600704668","https://openalex.org/W6606119037","https://openalex.org/W6856066313","https://openalex.org/W6912515347"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2501551404","https://openalex.org/W4385583601","https://openalex.org/W4298131179","https://openalex.org/W2113201962","https://openalex.org/W4395685956","https://openalex.org/W2799953226","https://openalex.org/W2612632602","https://openalex.org/W2321805087"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
