{"id":"https://openalex.org/W4406702939","doi":"https://doi.org/10.1145/3705927.3705946","title":"Transformative Techniques in Medical Imaging: Advancing Precision through Computer Vision and Image Analysis","display_name":"Transformative Techniques in Medical Imaging: Advancing Precision through Computer Vision and Image Analysis","publication_year":2024,"publication_date":"2024-11-08","ids":{"openalex":"https://openalex.org/W4406702939","doi":"https://doi.org/10.1145/3705927.3705946"},"language":"en","primary_location":{"id":"doi:10.1145/3705927.3705946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3705927.3705946","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 7th International Conference on Digital Medicine and Image Processing","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/A5036567144","display_name":"A Swathi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Swathi A","raw_affiliation_strings":["Medical Image Processing Research Laboratory, QIS College of Engineering and Technology, Ongole, Andhra Pradesh, India,"],"raw_orcid":"https://orcid.org/0009-0008-4747-3303","affiliations":[{"raw_affiliation_string":"Medical Image Processing Research Laboratory, QIS College of Engineering and Technology, Ongole, Andhra Pradesh, India,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061327720","display_name":"Siva Prasad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siva Prasad","raw_affiliation_strings":["Medical Image Processing Research Laboratory, QIS College of Engineering and Technology, Ongole, Andhra Pradesh, India,"],"raw_orcid":"https://orcid.org/0009-0001-3902-1453","affiliations":[{"raw_affiliation_string":"Medical Image Processing Research Laboratory, QIS College of Engineering and Technology, Ongole, Andhra Pradesh, India,","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Madhavi M","orcid":"https://orcid.org/0000-0001-6877-9143"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Madhavi M","raw_affiliation_strings":["Medical Image Processing Research Laboratory, QIS College of Engineering and Technology, Ongole, Andhra Pradesh, India,"],"raw_orcid":"https://orcid.org/0000-0001-6877-9143","affiliations":[{"raw_affiliation_string":"Medical Image Processing Research Laboratory, QIS College of Engineering and Technology, Ongole, Andhra Pradesh, India,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103510926","display_name":"Venu Gopal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Venu Gopal","raw_affiliation_strings":["Medical Image Processing Research Laboratory, QIS College of Engineering and Technology, Ongole, Andhra Pradesh, India,"],"raw_orcid":"https://orcid.org/0009-0000-3980-1022","affiliations":[{"raw_affiliation_string":"Medical Image Processing Research Laboratory, QIS College of Engineering and Technology, Ongole, Andhra Pradesh, India,","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111182766","display_name":"Navaneedha Rishnan K","orcid":null},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nihaal Ahmed.K","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India,"],"raw_orcid":"https://orcid.org/0009-0002-1381-7813","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, Tamil Nadu, India,","institution_ids":["https://openalex.org/I876193797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036567144"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23342425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"107","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9988999962806702,"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":0.9988999962806702,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9944999814033508,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.7675360441207886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6123515367507935},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5860763788223267},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5598280429840088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4806179404258728},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.3398562967777252},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17205363512039185},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15984174609184265}],"concepts":[{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.7675360441207886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6123515367507935},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5860763788223267},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5598280429840088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4806179404258728},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3398562967777252},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17205363512039185},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15984174609184265},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3705927.3705946","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3705927.3705946","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 7th International Conference on Digital Medicine and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1849277567","https://openalex.org/W2082704080","https://openalex.org/W2083927153","https://openalex.org/W2194775991","https://openalex.org/W2557738935","https://openalex.org/W2581082771","https://openalex.org/W2592929672","https://openalex.org/W2599354622","https://openalex.org/W2803760365","https://openalex.org/W2884436604","https://openalex.org/W2962858109","https://openalex.org/W2979641093","https://openalex.org/W3000716014"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"As":[0],"computer":[1,77],"vision":[2,78],"and":[3,23,43,56,88,91],"image":[4,40],"analysis":[5],"technologies":[6,36],"rapidly":[7],"mature,":[8],"they":[9],"can":[10],"revolutionize":[11],"medical":[12,67],"imaging,":[13],"ushering":[14],"in":[15,21,53,79,94],"a":[16,50,82],"new":[17],"era":[18],"of":[19,76,97],"precision":[20],"diagnosis":[22],"treatment.":[24],"In":[25],"this":[26],"research":[27],"study,":[28],"we":[29],"explore":[30],"innovative":[31],"methodologies":[32],"that":[33],"leverage":[34],"these":[35,98],"to":[37],"enhance":[38],"the":[39,73,95],"interpretation":[41],"process":[42],"mitigate":[44],"human":[45],"error.":[46],"Our":[47],"findings":[48],"reveal":[49],"significant":[51],"increase":[52],"segmentation,":[54],"classification,":[55],"anomaly":[57],"detection":[58],"accuracies":[59],"achieved":[60],"through":[61],"deep":[62],"learning-based":[63],"models":[64],"across":[65],"various":[66],"imaging":[68],"modalities.":[69],"These":[70],"results":[71],"underscore":[72],"transformative":[74],"power":[75],"healthcare,":[80],"offering":[81],"promising":[83],"path":[84],"for":[85],"more":[86],"targeted":[87],"accurate":[89],"interventions":[90],"instilling":[92],"confidence":[93],"effectiveness":[96],"technologies.":[99]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
