{"id":"https://openalex.org/W4402916035","doi":"https://doi.org/10.1109/icip51287.2024.10648030","title":"Cell Cycle State Prediction Using Graph Neural Networks","display_name":"Cell Cycle State Prediction Using Graph Neural Networks","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402916035","doi":"https://doi.org/10.1109/icip51287.2024.10648030"},"language":"en","primary_location":{"id":"doi:10.1109/icip51287.2024.10648030","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip51287.2024.10648030","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-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/A5034314078","display_name":"Sayan Acharya","orcid":"https://orcid.org/0000-0001-7602-2407"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sayan Acharya","raw_affiliation_strings":["Jadavpur University,Computer Science and Engineering Department,Kolkata,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jadavpur University,Computer Science and Engineering Department,Kolkata,India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020953356","display_name":"Aditya Ganguly","orcid":"https://orcid.org/0000-0002-0767-5583"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aditya Ganguly","raw_affiliation_strings":["Jadavpur University,Computer Science and Engineering Department,Kolkata,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jadavpur University,Computer Science and Engineering Department,Kolkata,India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082599641","display_name":"Ram Sarkar","orcid":"https://orcid.org/0000-0001-8813-4086"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ram Sarkar","raw_affiliation_strings":["Jadavpur University,Computer Science and Engineering Department,Kolkata,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jadavpur University,Computer Science and Engineering Department,Kolkata,India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045397738","display_name":"Abin Jose","orcid":"https://orcid.org/0000-0002-3974-3552"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Abin Jose","raw_affiliation_strings":["Institute of Imaging and Computer Vision, RWTH Aachen University,Aachen,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Imaging and Computer Vision, RWTH Aachen University,Aachen,Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10418859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10954","issue":null,"first_page":"2916","last_page":"2922"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.8165000081062317,"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"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.8165000081062317,"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/computer-science","display_name":"Computer science","score":0.6863821744918823},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5106917023658752},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42968130111694336},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3276403546333313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3268817663192749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6863821744918823},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5106917023658752},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42968130111694336},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3276403546333313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3268817663192749}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip51287.2024.10648030","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip51287.2024.10648030","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W657565120","https://openalex.org/W1994363917","https://openalex.org/W1994949503","https://openalex.org/W2002223314","https://openalex.org/W2047504181","https://openalex.org/W2056162678","https://openalex.org/W2132822444","https://openalex.org/W2140099710","https://openalex.org/W2502526798","https://openalex.org/W2520774990","https://openalex.org/W2587148149","https://openalex.org/W2594599258","https://openalex.org/W2771248105","https://openalex.org/W2912449434","https://openalex.org/W2928842276","https://openalex.org/W2969980243","https://openalex.org/W2985331920","https://openalex.org/W2985778816","https://openalex.org/W3094146848","https://openalex.org/W3138200812","https://openalex.org/W3168461491","https://openalex.org/W3204054001","https://openalex.org/W4242175757","https://openalex.org/W4255712990","https://openalex.org/W4284709621","https://openalex.org/W4379032127","https://openalex.org/W6726873649","https://openalex.org/W6850263268","https://openalex.org/W6851318867"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Mitosis":[0],"is":[1,98],"a":[2,24,73,85,108],"crucial":[3],"process":[4,22],"ensuring":[5],"the":[6,10,15,40,79,101,116],"faithful":[7],"transmission":[8],"of":[9,42,55],"genetic":[11],"information":[12,106],"stored":[13],"in":[14,19],"cell":[16,92,118],"nucleus.":[17],"Aberrations":[18],"this":[20,105],"intricate":[21],"pose":[23],"significant":[25],"threat":[26],"to":[27,32,59,110,136],"an":[28,66],"organism\u2019s":[29],"health,":[30],"leading":[31],"conditions":[33],"like":[34],"cancer":[35],"and":[36,52],"various":[37],"diseases.":[38],"Hence,":[39],"study":[41],"mitosis":[43,61,70],"holds":[44],"paramount":[45],"importance.":[46],"Recent":[47],"investigations":[48],"have":[49],"involved":[50],"manual":[51],"semi-automated":[53],"analyses":[54],"time-lapse":[56],"microscopy":[57],"images":[58],"understand":[60],"better.":[62],"This":[63],"paper":[64],"introduces":[65],"approach":[67],"for":[68,90,114],"predicting":[69,91,115],"stages,":[71],"employing":[72],"Convolutional":[74],"Neural":[75,87],"Network":[76,88],"(CNN)":[77],"as":[78,107],"initial":[80],"feature":[81,102],"extractor,":[82],"followed":[83],"by":[84],"Graph":[86],"(GNN)":[89],"cycle":[93],"states.":[94],"A":[95],"distinctive":[96],"timestamp":[97],"incorporated":[99],"into":[100],"vectors,":[103],"treating":[104],"graph":[109],"leverage":[111],"internal":[112],"interactions":[113],"subsequent":[117],"state.":[119],"To":[120],"assess":[121],"performance,":[122],"experiments":[123],"were":[124],"conducted":[125],"on":[126],"three":[127],"datasets,":[128],"demonstrating":[129],"that":[130],"our":[131],"method":[132],"exhibits":[133],"comparable":[134],"efficacy":[135],"state-of-the-art":[137],"techniques.":[138]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
