{"id":"https://openalex.org/W7166059375","doi":"https://doi.org/10.1007/s12530-026-09849-3","title":"Next-gen colorectal cancer diagnosis using depthwise separable convolution in histopathology image analysis","display_name":"Next-gen colorectal cancer diagnosis using depthwise separable convolution in histopathology image analysis","publication_year":2026,"publication_date":"2026-06-26","ids":{"openalex":"https://openalex.org/W7166059375","doi":"https://doi.org/10.1007/s12530-026-09849-3"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-026-09849-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-026-09849-3","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"},"type":"article","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/A5124216033","display_name":"G. Pooja","orcid":null},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"G. Pooja","raw_affiliation_strings":["School of Computing, SASTRA Deemed University, Thanjavur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, SASTRA Deemed University, Thanjavur, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139436083","display_name":"P. Hariharan","orcid":null},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Hariharan","raw_affiliation_strings":["School of Computing, SASTRA Deemed University, Thanjavur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, SASTRA Deemed University, Thanjavur, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085015939","display_name":"N. Sasikaladevi","orcid":null},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"N. Sasikaladevi","raw_affiliation_strings":["School of Computing, SASTRA Deemed University, Thanjavur, India"],"raw_orcid":"https://orcid.org/0000-0002-0841-502X","affiliations":[{"raw_affiliation_string":"School of Computing, SASTRA Deemed University, Thanjavur, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101655465","display_name":"Geetha Krishnan","orcid":"https://orcid.org/0000-0002-8546-2719"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Geetha","raw_affiliation_strings":["School of Computing, SASTRA Deemed University, Thanjavur, India"],"raw_orcid":"https://orcid.org/0000-0002-8546-2719","affiliations":[{"raw_affiliation_string":"School of Computing, SASTRA Deemed University, Thanjavur, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050715369","display_name":"Rengarajan Amirtharajan","orcid":"https://orcid.org/0000-0003-1574-3045"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rengarajan Amirtharajan","raw_affiliation_strings":["School of Electrical & Electronics Engineering, SASTRA Deemed University, Thanjavur, India"],"raw_orcid":"https://orcid.org/0000-0003-1574-3045","affiliations":[{"raw_affiliation_string":"School of Electrical & Electronics Engineering, SASTRA Deemed University, Thanjavur, India","institution_ids":["https://openalex.org/I932239252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085015939"],"corresponding_institution_ids":["https://openalex.org/I932239252"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.82799524,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9678999781608582,"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":0.9678999781608582,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.003599999938160181,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.0035000001080334187,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6791999936103821},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5756999850273132},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5109999775886536},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.5027999877929688},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4505000114440918},{"id":"https://openalex.org/keywords/digital-pathology","display_name":"Digital pathology","score":0.41429999470710754},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4059999883174896},{"id":"https://openalex.org/keywords/histopathology","display_name":"Histopathology","score":0.40529999136924744}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7275999784469604},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6791999936103821},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6747999787330627},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5756999850273132},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5109999775886536},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.5027999877929688},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4505000114440918},{"id":"https://openalex.org/C2777522853","wikidata":"https://www.wikidata.org/wiki/Q5276128","display_name":"Digital pathology","level":2,"score":0.41429999470710754},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4059999883174896},{"id":"https://openalex.org/C544855455","wikidata":"https://www.wikidata.org/wiki/Q1070952","display_name":"Histopathology","level":2,"score":0.40529999136924744},{"id":"https://openalex.org/C70710897","wikidata":"https://www.wikidata.org/wiki/Q680081","display_name":"Separable space","level":2,"score":0.387800008058548},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3499000072479248},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.3422999978065491},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.3192000091075897},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3172999918460846},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.3118000030517578},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2930999994277954},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.26010000705718994}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12530-026-09849-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-026-09849-3","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8073316216468811}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W2084676687","https://openalex.org/W2148309496","https://openalex.org/W2156398782","https://openalex.org/W2167533099","https://openalex.org/W2312404985","https://openalex.org/W2435090885","https://openalex.org/W2463877156","https://openalex.org/W2756270667","https://openalex.org/W2768669038","https://openalex.org/W2899683012","https://openalex.org/W2902891561","https://openalex.org/W2903192526","https://openalex.org/W2914568698","https://openalex.org/W2946489756","https://openalex.org/W2996553713","https://openalex.org/W3008401263","https://openalex.org/W3047211229","https://openalex.org/W3082756870","https://openalex.org/W3103635657","https://openalex.org/W3106450183","https://openalex.org/W3112799341","https://openalex.org/W3121039441","https://openalex.org/W3128268064","https://openalex.org/W3130936001","https://openalex.org/W3138501564","https://openalex.org/W3140854437","https://openalex.org/W3155387234","https://openalex.org/W3182999054","https://openalex.org/W3191219235","https://openalex.org/W3200128628","https://openalex.org/W4210386084","https://openalex.org/W4214829249","https://openalex.org/W4220672396","https://openalex.org/W4220809634","https://openalex.org/W4220965032","https://openalex.org/W4226160346","https://openalex.org/W4315754639","https://openalex.org/W4324144441","https://openalex.org/W4378908620","https://openalex.org/W4381952197","https://openalex.org/W4388012925","https://openalex.org/W4389146781","https://openalex.org/W4392157179","https://openalex.org/W4393078436","https://openalex.org/W4393935425","https://openalex.org/W4400356007","https://openalex.org/W4401555296","https://openalex.org/W4401873429","https://openalex.org/W4402030881","https://openalex.org/W4402943459","https://openalex.org/W4404821919","https://openalex.org/W4405364023","https://openalex.org/W4406553833","https://openalex.org/W4406592372","https://openalex.org/W4406998880","https://openalex.org/W4409210175","https://openalex.org/W4410228205"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-27T06:18:01.268640","created_date":"2026-06-27T00:00:00"}
