{"id":"https://openalex.org/W4400116537","doi":"https://doi.org/10.1145/3665689.3665699","title":"A Machine Learning Approach for Medical Imaging Evaluation","display_name":"A Machine Learning Approach for Medical Imaging Evaluation","publication_year":2024,"publication_date":"2024-01-26","ids":{"openalex":"https://openalex.org/W4400116537","doi":"https://doi.org/10.1145/3665689.3665699"},"language":"en","primary_location":{"id":"doi:10.1145/3665689.3665699","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3665689.3665699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Bioinformatics and Intelligent Computing","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/A5003467352","display_name":"Wei Qiu","orcid":"https://orcid.org/0009-0009-1369-9248"},"institutions":[{"id":"https://openalex.org/I4210104080","display_name":"Guangzhou Panyu Polytechnic","ror":"https://ror.org/01j9jcf33","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104080"]},{"id":"https://openalex.org/I4400600979","display_name":"Guangzhou City Polytechnic","ror":"https://ror.org/059h57z85","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600979"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Qiu","raw_affiliation_strings":["School of Information Engineering, Guangzhou City Polytechnic, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangzhou City Polytechnic, China","institution_ids":["https://openalex.org/I4210104080","https://openalex.org/I4400600979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102782436","display_name":"Dongxiao Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104080","display_name":"Guangzhou Panyu Polytechnic","ror":"https://ror.org/01j9jcf33","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104080"]},{"id":"https://openalex.org/I4400600979","display_name":"Guangzhou City Polytechnic","ror":"https://ror.org/059h57z85","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongxiao Shi","raw_affiliation_strings":["School of Information Engineering, Guangzhou City Polytechnic, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangzhou City Polytechnic, China","institution_ids":["https://openalex.org/I4210104080","https://openalex.org/I4400600979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102798463","display_name":"Qiang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104080","display_name":"Guangzhou Panyu Polytechnic","ror":"https://ror.org/01j9jcf33","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104080"]},{"id":"https://openalex.org/I4400600979","display_name":"Guangzhou City Polytechnic","ror":"https://ror.org/059h57z85","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Li","raw_affiliation_strings":["School of Information Engineering, Guangzhou City Polytechnic, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangzhou City Polytechnic, China","institution_ids":["https://openalex.org/I4210104080","https://openalex.org/I4400600979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103073092","display_name":"Yating Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104080","display_name":"Guangzhou Panyu Polytechnic","ror":"https://ror.org/01j9jcf33","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104080"]},{"id":"https://openalex.org/I4400600979","display_name":"Guangzhou City Polytechnic","ror":"https://ror.org/059h57z85","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yating Zheng","raw_affiliation_strings":["School of Information Engineering, Guangzhou City Polytechnic, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangzhou City Polytechnic, China","institution_ids":["https://openalex.org/I4210104080","https://openalex.org/I4400600979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103004309","display_name":"Xiaohui Shen","orcid":"https://orcid.org/0009-0002-9436-451X"},"institutions":[{"id":"https://openalex.org/I4210104080","display_name":"Guangzhou Panyu Polytechnic","ror":"https://ror.org/01j9jcf33","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210104080"]},{"id":"https://openalex.org/I4400600979","display_name":"Guangzhou City Polytechnic","ror":"https://ror.org/059h57z85","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Shen","raw_affiliation_strings":["School of Information Engineering, Guangzhou City Polytechnic, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Guangzhou City Polytechnic, China","institution_ids":["https://openalex.org/I4210104080","https://openalex.org/I4400600979"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003467352"],"corresponding_institution_ids":["https://openalex.org/I4210104080","https://openalex.org/I4400600979"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14641585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"54","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10862","display_name":"AI in cancer detection","score":0.9937999844551086,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9866999983787537,"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":0.752356767654419},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5723658800125122},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5598052144050598},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5027825832366943}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.752356767654419},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5723658800125122},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5598052144050598},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5027825832366943}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3665689.3665699","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3665689.3665699","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Bioinformatics and Intelligent Computing","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":11,"referenced_works":["https://openalex.org/W2541884796","https://openalex.org/W3082394811","https://openalex.org/W3089601811","https://openalex.org/W3163434737","https://openalex.org/W3180884825","https://openalex.org/W3183203507","https://openalex.org/W4224879845","https://openalex.org/W4225987247","https://openalex.org/W4324296881","https://openalex.org/W4366552792","https://openalex.org/W4387560853"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Collaborating":[0],"efficiently":[1],"on":[2],"medical":[3,47,58,79],"imaging":[4],"presents":[5],"hurdles":[6],"stemming":[7],"from":[8],"data":[9,38,89],"privacy":[10,39],"concerns":[11],"and":[12,64],"collaboration":[13],"barriers.":[14],"In":[15],"response":[16],"to":[17],"these":[18],"challenges,":[19],"federated":[20,54,71],"learning":[21,27,72],"emerges":[22],"as":[23],"a":[24],"decentralized":[25],"machine":[26],"method":[28],"showing":[29],"considerable":[30],"promise.":[31],"Its":[32],"notable":[33],"advantage":[34],"lies":[35],"in":[36,57,75,84],"preserving":[37],"robustly,":[40],"enabling":[41],"collaborative":[42],"efforts":[43],"without":[44],"compromising":[45],"sensitive":[46],"information":[48],"confidentiality.":[49],"This":[50],"study":[51],"meticulously":[52],"examines":[53],"learning's":[55],"application":[56],"imaging,":[59],"thoroughly":[60],"assessing":[61],"its":[62],"strengths":[63],"limitations.":[65],"Our":[66],"experimental":[67],"results":[68],"show":[69],"that":[70],"has":[73],"potential":[74],"the":[76],"field":[77],"of":[78],"images,":[80],"achieving":[81],"cooperative":[82],"improvement":[83],"model":[85],"performance":[86],"while":[87],"protecting":[88],"privacy.":[90]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
