{"id":"https://openalex.org/W4312716618","doi":"https://doi.org/10.1007/978-3-031-17721-7_12","title":"Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin and Eosin-Stained Histological Images","display_name":"Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin and Eosin-Stained Histological Images","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312716618","doi":"https://doi.org/10.1007/978-3-031-17721-7_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-17721-7_12","doi":"https://doi.org/10.1007/978-3-031-17721-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17721-7_12","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W4312713036","display_name":"Applications of Medical Artificial Intelligence"},"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/A5044448889","display_name":"Amirreza Mahbod","orcid":"https://orcid.org/0000-0001-5042-1442","observed_orcids":["https://orcid.org/0000-0001-5042-1442"]},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Amirreza Mahbod","raw_affiliation_strings":["Institute for Pathophysiology and Allergy Research, Medical University of Vienna, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Pathophysiology and Allergy Research, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040683373","display_name":"Rahim Entezari","orcid":"https://orcid.org/0000-0002-5770-8996","observed_orcids":["https://orcid.org/0000-0002-5770-8996"]},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I4210112164","display_name":"Complexity Science Hub","ror":"https://ror.org/023dz9m50","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210112164"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Rahim Entezari","raw_affiliation_strings":["Complexity Science Hub, Vienna, Austria","Institute of Technical Informatics, Technical University Graz, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Complexity Science Hub, Vienna, Austria","institution_ids":["https://openalex.org/I4210112164"]},{"raw_affiliation_string":"Institute of Technical Informatics, Technical University Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018836411","display_name":"Isabella Ellinger","orcid":"https://orcid.org/0000-0001-6335-076X","observed_orcids":["https://orcid.org/0000-0001-6335-076X"]},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Isabella Ellinger","raw_affiliation_strings":["Institute for Pathophysiology and Allergy Research, Medical University of Vienna, Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Pathophysiology and Allergy Research, Medical University of Vienna, Vienna, Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074037460","display_name":"Olga Saukh","orcid":"https://orcid.org/0000-0001-7849-3368","observed_orcids":["https://orcid.org/0000-0001-7849-3368"]},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]},{"id":"https://openalex.org/I4210112164","display_name":"Complexity Science Hub","ror":"https://ror.org/023dz9m50","country_code":"AT","type":"nonprofit","lineage":["https://openalex.org/I4210112164"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Olga Saukh","raw_affiliation_strings":["Complexity Science Hub, Vienna, Austria","Institute of Technical Informatics, Technical University Graz, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Complexity Science Hub, Vienna, Austria","institution_ids":["https://openalex.org/I4210112164"]},{"raw_affiliation_string":"Institute of Technical Informatics, Technical University Graz, Graz, Austria","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044448889"],"corresponding_institution_ids":["https://openalex.org/I76134821"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7251,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81102892,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"108","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.8276000022888184,"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":0.8276000022888184,"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/T10862","display_name":"AI in cancer detection","score":0.15000000596046448,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.009600000455975533,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-network-pruning","display_name":"neural network pruning","score":0.9470000267028809},{"id":"https://openalex.org/keywords/nuclei-instance-segmentation","display_name":"nuclei instance segmentation","score":0.9729999899864197},{"id":"https://openalex.org/keywords/h-e-staining","display_name":"H&E staining","score":0.9319999814033508},{"id":"https://openalex.org/keywords/histopathological-images","display_name":"histopathological images","score":0.7580000162124634},{"id":"https://openalex.org/keywords/layer-wise-pruning","display_name":"layer-wise pruning","score":0.8429999947547913},{"id":"https://openalex.org/keywords/magnitude-pruning","display_name":"magnitude pruning","score":0.8479999899864197},{"id":"https://openalex.org/keywords/weight-pruning","display_name":"weight pruning","score":0.7519999742507935},{"id":"https://openalex.org/keywords/semantic-segmentation","display_name":"semantic segmentation","score":0.7649999856948853},{"id":"https://openalex.org/keywords/model-compression","display_name":"model compression","score":0.7289999723434448},{"id":"https://openalex.org/keywords/medical-image-analysis","display_name":"medical image analysis","score":0.6940000057220459}],"concepts":[{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.842746913433075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8067891597747803},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7601686716079712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6345059275627136},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5361993312835693},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5229209661483765},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5217384099960327},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.43097859621047974},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-17721-7_12","doi":"https://doi.org/10.1007/978-3-031-17721-7_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17721-7_12","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2512365985","https://openalex.org/W2736372448","https://openalex.org/W2752517284","https://openalex.org/W2795061970","https://openalex.org/W2885343725","https://openalex.org/W2953567336","https://openalex.org/W2956013636","https://openalex.org/W2981994674","https://openalex.org/W3034775550","https://openalex.org/W3131021388","https://openalex.org/W3136850285","https://openalex.org/W6651104014"],"related_works":["https://openalex.org/W4283019917","https://openalex.org/W4386212558","https://openalex.org/W4392296991","https://openalex.org/W4389228309","https://openalex.org/W4400205856","https://openalex.org/W4387957517","https://openalex.org/W3131021388","https://openalex.org/W4362693797","https://openalex.org/W2806787491","https://openalex.org/W4390561704"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-01-05T00:00:00"}