{"id":"https://openalex.org/W2737119926","doi":"https://doi.org/10.1007/978-3-319-67558-9_17","title":"Transitioning Between Convolutional and Fully Connected Layers in Neural Networks","display_name":"Transitioning Between Convolutional and Fully Connected Layers in Neural Networks","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2737119926","doi":"https://doi.org/10.1007/978-3-319-67558-9_17","mag":"2737119926"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-67558-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67558-9_17","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1707.05743","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102885086","display_name":"Shazia Akbar","orcid":"https://orcid.org/0000-0002-1843-3301"},"institutions":[{"id":"https://openalex.org/I1323843004","display_name":"Sunnybrook Health Science Centre","ror":"https://ror.org/03wefcv03","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shazia Akbar","raw_affiliation_strings":["Sunnybrook Research Institute, University of Toronto, Toronto, Canada","University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sunnybrook Research Institute, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750","https://openalex.org/I1323843004"]},{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011799999","display_name":"Mohammad Peikari","orcid":null},"institutions":[{"id":"https://openalex.org/I1323843004","display_name":"Sunnybrook Health Science Centre","ror":"https://ror.org/03wefcv03","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohammad Peikari","raw_affiliation_strings":["Sunnybrook Research Institute, University of Toronto, Toronto, Canada","University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sunnybrook Research Institute, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750","https://openalex.org/I1323843004"]},{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060263118","display_name":"Sherine Salama","orcid":null},"institutions":[{"id":"https://openalex.org/I1323843004","display_name":"Sunnybrook Health Science Centre","ror":"https://ror.org/03wefcv03","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004"]},{"id":"https://openalex.org/I2802362269","display_name":"Health Sciences Centre","ror":"https://ror.org/05pr37258","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I110535807","https://openalex.org/I2802362269"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sherine Salama","raw_affiliation_strings":["Department of Pathology, Sunnybrook Health Sciences Centre, Toronto, Canada","Sunnybrook Health Sciences Centre"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Sunnybrook Health Sciences Centre, Toronto, Canada","institution_ids":["https://openalex.org/I1323843004","https://openalex.org/I2802362269"]},{"raw_affiliation_string":"Sunnybrook Health Sciences Centre","institution_ids":["https://openalex.org/I1323843004","https://openalex.org/I2802362269"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030395215","display_name":"Sharon Nofech\u2010Mozes","orcid":"https://orcid.org/0000-0001-5450-9986"},"institutions":[{"id":"https://openalex.org/I1323843004","display_name":"Sunnybrook Health Science Centre","ror":"https://ror.org/03wefcv03","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004"]},{"id":"https://openalex.org/I2802362269","display_name":"Health Sciences Centre","ror":"https://ror.org/05pr37258","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I110535807","https://openalex.org/I2802362269"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sharon Nofech-Mozes","raw_affiliation_strings":["Department of Pathology, Sunnybrook Health Sciences Centre, Toronto, Canada","Sunnybrook Health Sciences Centre"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pathology, Sunnybrook Health Sciences Centre, Toronto, Canada","institution_ids":["https://openalex.org/I1323843004","https://openalex.org/I2802362269"]},{"raw_affiliation_string":"Sunnybrook Health Sciences Centre","institution_ids":["https://openalex.org/I1323843004","https://openalex.org/I2802362269"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029260213","display_name":"Anne L. Martel","orcid":"https://orcid.org/0000-0003-1375-5501"},"institutions":[{"id":"https://openalex.org/I1323843004","display_name":"Sunnybrook Health Science Centre","ror":"https://ror.org/03wefcv03","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1323843004"]},{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anne Martel","raw_affiliation_strings":["Sunnybrook Research Institute, University of Toronto, Toronto, Canada","University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sunnybrook Research Institute, University of Toronto, Toronto, Canada","institution_ids":["https://openalex.org/I185261750","https://openalex.org/I1323843004"]},{"raw_affiliation_string":"University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5815,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69594216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"143","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":1.0,"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/T10862","display_name":"AI in cancer detection","score":1.0,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9943000078201294,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.8825607299804688},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.767151415348053},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7440167665481567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6066260933876038},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5558978915214539},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5523883104324341},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.4861442744731903},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3786376714706421}],"concepts":[{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.8825607299804688},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.767151415348053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7440167665481567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6066260933876038},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5558978915214539},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5523883104324341},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.4861442744731903},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3786376714706421}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-319-67558-9_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67558-9_17","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"},{"id":"pmh:oai:arXiv.org:1707.05743","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1707.05743","pdf_url":"https://arxiv.org/pdf/1707.05743","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2737119926","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1707.05743","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1707.05743","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1707.05743","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1707.05743","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1707.05743","pdf_url":"https://arxiv.org/pdf/1707.05743","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W109175241","https://openalex.org/W1849277567","https://openalex.org/W2095705004","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2173498666","https://openalex.org/W2183341477","https://openalex.org/W2252143850","https://openalex.org/W2274287116","https://openalex.org/W2344480160","https://openalex.org/W2401520370","https://openalex.org/W2530739118","https://openalex.org/W2554892747","https://openalex.org/W2952186574","https://openalex.org/W2963911037","https://openalex.org/W2964350391","https://openalex.org/W6693465786"],"related_works":["https://openalex.org/W2963845825","https://openalex.org/W2947975283","https://openalex.org/W3102118598","https://openalex.org/W3036000800","https://openalex.org/W2997319682","https://openalex.org/W2593566105","https://openalex.org/W3020554786","https://openalex.org/W2551662533","https://openalex.org/W2952940280","https://openalex.org/W1692173902","https://openalex.org/W2793352225","https://openalex.org/W3036411632","https://openalex.org/W2769323762","https://openalex.org/W1884191083","https://openalex.org/W2759822687","https://openalex.org/W2806426850","https://openalex.org/W2503066070","https://openalex.org/W2964590182","https://openalex.org/W2963828468","https://openalex.org/W2768875075"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}