{"id":"https://openalex.org/W4402040378","doi":"https://doi.org/10.1109/tpami.2024.3452629","title":"Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy","display_name":"Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy","publication_year":2024,"publication_date":"2024-08-30","ids":{"openalex":"https://openalex.org/W4402040378","doi":"https://doi.org/10.1109/tpami.2024.3452629","pmid":"https://pubmed.ncbi.nlm.nih.gov/39213271"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2024.3452629","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3452629","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tpami.2024.3452629","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079221964","display_name":"Zdravko Marinov","orcid":"https://orcid.org/0000-0003-0373-3958"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]},{"id":"https://openalex.org/I4210128676","display_name":"Human Computer Interaction (Switzerland)","ror":"https://ror.org/036dv6j71","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210128676"]}],"countries":["CH","DE"],"is_corresponding":false,"raw_author_name":"Zdravko Marinov","raw_affiliation_strings":["Department of Informatics, Computer Vision for Human-Computer Interaction Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany","Computer Vision for Human-Computer Interaction Lab, Department of Informatics, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0373-3958","affiliations":[{"raw_affiliation_string":"Department of Informatics, Computer Vision for Human-Computer Interaction Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020","https://openalex.org/I4210128676"]},{"raw_affiliation_string":"Computer Vision for Human-Computer Interaction Lab, Department of Informatics, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012942347","display_name":"Paul F. J\u00e4ger","orcid":"https://orcid.org/0000-0002-6243-2568"},"institutions":[{"id":"https://openalex.org/I17937529","display_name":"German Cancer Research Center","ror":"https://ror.org/04cdgtt98","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I17937529"]},{"id":"https://openalex.org/I223822909","display_name":"Heidelberg University","ror":"https://ror.org/038t36y30","country_code":"DE","type":"education","lineage":["https://openalex.org/I223822909"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Paul F. J\u00e4ger","raw_affiliation_strings":["German Cancer Research Center (DKFZ) Heidelberg, Interactive Machine Learning Group, Heidelberg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6243-2568","affiliations":[{"raw_affiliation_string":"German Cancer Research Center (DKFZ) Heidelberg, Interactive Machine Learning Group, Heidelberg, Germany","institution_ids":["https://openalex.org/I17937529","https://openalex.org/I223822909"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010662766","display_name":"Jan Egger","orcid":"https://orcid.org/0000-0002-5225-1982"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]},{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA","DE"],"is_corresponding":false,"raw_author_name":"Jan Egger","raw_affiliation_strings":["Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen (A&#x00F6;R), Essen, Germany","Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen (A&#x00D6;R), Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5225-1982","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen (A&#x00F6;R), Essen, Germany","institution_ids":["https://openalex.org/I4210119759","https://openalex.org/I4210164862"]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen (A&#x00D6;R), Essen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017161970","display_name":"Jens Kleesiek","orcid":"https://orcid.org/0000-0001-8686-0682"},"institutions":[{"id":"https://openalex.org/I4210119759","display_name":"Essen University Hospital","ror":"https://ror.org/02na8dn90","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210119759"]},{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA","DE"],"is_corresponding":false,"raw_author_name":"Jens Kleesiek","raw_affiliation_strings":["Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen (A&#x00F6;R), Essen, Germany","Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen (A&#x00D6;R), Essen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8686-0682","affiliations":[{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen (A&#x00F6;R), Essen, Germany","institution_ids":["https://openalex.org/I4210119759","https://openalex.org/I4210164862"]},{"raw_affiliation_string":"Institute for Artificial Intelligence in Medicine (IKIM), University Hospital Essen (A&#x00D6;R), Essen, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087051920","display_name":"Rainer Stiefelhagen","orcid":"https://orcid.org/0000-0001-8046-4945"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]},{"id":"https://openalex.org/I4210128676","display_name":"Human Computer Interaction (Switzerland)","ror":"https://ror.org/036dv6j71","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210128676"]}],"countries":["CH","DE"],"is_corresponding":false,"raw_author_name":"Rainer Stiefelhagen","raw_affiliation_strings":["Department of Informatics, Computer Vision for Human-Computer Interaction Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany","Computer Vision for Human-Computer Interaction Lab, Department of Informatics, Karlsruhe Institute of Technology, Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8046-4945","affiliations":[{"raw_affiliation_string":"Department of Informatics, Computer Vision for Human-Computer Interaction Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020","https://openalex.org/I4210128676"]},{"raw_affiliation_string":"Computer Vision for Human-Computer Interaction Lab, Department of Informatics, Karlsruhe Institute of Technology, Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.082,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.9529148,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"46","issue":"12","first_page":"10998","last_page":"11018"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9380000233650208,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9380000233650208,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9162999987602234,"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"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.907800018787384,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7169793844223022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6765278577804565},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.563010573387146},{"id":"https://openalex.org/keywords/taxonomy","display_name":"Taxonomy (biology)","score":0.5522482395172119},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.538571834564209},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.4845260977745056},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4793680012226105},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3628126382827759}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7169793844223022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6765278577804565},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.563010573387146},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.5522482395172119},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.538571834564209},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.4845260977745056},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4793680012226105},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3628126382827759},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2024.3452629","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3452629","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:39213271","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39213271","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tpami.2024.3452629","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3452629","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":182,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W1840103929","https://openalex.org/W1901129140","https://openalex.org/W2005501262","https://openalex.org/W2031075283","https://openalex.org/W2031489346","https://openalex.org/W2046069535","https://openalex.org/W2064675550","https://openalex.org/W2070526221","https://openalex.org/W2104095591","https://openalex.org/W2104460869","https://openalex.org/W2114832876","https://openalex.org/W2116719896","https://openalex.org/W2118246710","https://openalex.org/W2124351162","https://openalex.org/W2124446947","https://openalex.org/W2144794286","https://openalex.org/W2145023731","https://openalex.org/W2146037576","https://openalex.org/W2157289187","https://openalex.org/W2160041854","https://openalex.org/W2161236525","https://openalex.org/W2300469113","https://openalex.org/W2396622801","https://openalex.org/W2470139095","https://openalex.org/W2535166298","https://openalex.org/W2592929672","https://openalex.org/W2609825896","https://openalex.org/W2732931556","https://openalex.org/W2746791238","https://openalex.org/W2750936854","https://openalex.org/W2752782242","https://openalex.org/W2763160469","https://openalex.org/W2769833683","https://openalex.org/W2771476372","https://openalex.org/W2798769484","https://openalex.org/W2809942416","https://openalex.org/W2871579310","https://openalex.org/W2883514733","https://openalex.org/W2886848602","https://openalex.org/W2888706593","https://openalex.org/W2910094941","https://openalex.org/W2912337645","https://openalex.org/W2923486253","https://openalex.org/W2942322037","https://openalex.org/W2945421731","https://openalex.org/W2945644326","https://openalex.org/W2948553897","https://openalex.org/W2967694144","https://openalex.org/W2980201311","https://openalex.org/W2980272797","https://openalex.org/W2986434565","https://openalex.org/W2990682087","https://openalex.org/W2991533698","https://openalex.org/W2997758704","https://openalex.org/W3002446237","https://openalex.org/W3007558853","https://openalex.org/W3014974815","https://openalex.org/W3034265573","https://openalex.org/W3034278117","https://openalex.org/W3035127651","https://openalex.org/W3039043475","https://openalex.org/W3039915315","https://openalex.org/W3040784645","https://openalex.org/W3041671377","https://openalex.org/W3080514906","https://openalex.org/W3090687068","https://openalex.org/W3091996825","https://openalex.org/W3094638381","https://openalex.org/W3097623989","https://openalex.org/W3109384313","https://openalex.org/W3115152109","https://openalex.org/W3116982717","https://openalex.org/W3123857146","https://openalex.org/W3131362130","https://openalex.org/W3131495976","https://openalex.org/W3137748815","https://openalex.org/W3159178846","https://openalex.org/W3164697193","https://openalex.org/W3165176148","https://openalex.org/W3169363008","https://openalex.org/W3171343423","https://openalex.org/W3172681723","https://openalex.org/W3177372994","https://openalex.org/W3178385858","https://openalex.org/W3180629942","https://openalex.org/W3198975310","https://openalex.org/W3203906066","https://openalex.org/W3204400600","https://openalex.org/W3204876016","https://openalex.org/W3205959741","https://openalex.org/W3209419944","https://openalex.org/W3212132242","https://openalex.org/W3214673625","https://openalex.org/W4200143418","https://openalex.org/W4200279565","https://openalex.org/W4200300905","https://openalex.org/W4200528772","https://openalex.org/W4200566685","https://openalex.org/W4205210419","https://openalex.org/W4210254417","https://openalex.org/W4220882115","https://openalex.org/W4223937507","https://openalex.org/W4224057596","https://openalex.org/W4224884230","https://openalex.org/W4226524654","https://openalex.org/W4243354616","https://openalex.org/W4248671083","https://openalex.org/W4283743846","https://openalex.org/W4285173097","https://openalex.org/W4286792124","https://openalex.org/W4289550431","https://openalex.org/W4294125188","https://openalex.org/W4294842893","https://openalex.org/W4295936706","https://openalex.org/W4295936782","https://openalex.org/W4296963676","https://openalex.org/W4304084096","https://openalex.org/W4309990522","https://openalex.org/W4310067553","https://openalex.org/W4310907491","https://openalex.org/W4312333048","https://openalex.org/W4313199402","https://openalex.org/W4313342734","https://openalex.org/W4319444096","https://openalex.org/W4353015179","https://openalex.org/W4378212178","https://openalex.org/W4378349469","https://openalex.org/W4379141755","https://openalex.org/W4380562664","https://openalex.org/W4381547384","https://openalex.org/W4385481295","https://openalex.org/W4386071488","https://openalex.org/W4386362855","https://openalex.org/W4386962863","https://openalex.org/W4387211162","https://openalex.org/W4387211484","https://openalex.org/W4387225700","https://openalex.org/W4389430914","https://openalex.org/W4390190100","https://openalex.org/W4390874575","https://openalex.org/W4390889814","https://openalex.org/W4390992187","https://openalex.org/W4391109864","https://openalex.org/W4391465094","https://openalex.org/W4391756091","https://openalex.org/W4391929768","https://openalex.org/W4393571644","https://openalex.org/W4402781391","https://openalex.org/W4403424772","https://openalex.org/W4403649753","https://openalex.org/W4404113927","https://openalex.org/W6687029160","https://openalex.org/W6743185815","https://openalex.org/W6751160296","https://openalex.org/W6760931573","https://openalex.org/W6780178431","https://openalex.org/W6784333009","https://openalex.org/W6786468108","https://openalex.org/W6794825017","https://openalex.org/W6810143998","https://openalex.org/W6810465815","https://openalex.org/W6810481197","https://openalex.org/W6851180294","https://openalex.org/W6851612810","https://openalex.org/W6851629250","https://openalex.org/W6851875619","https://openalex.org/W6851907948","https://openalex.org/W6851956268","https://openalex.org/W6851970734","https://openalex.org/W6851980744","https://openalex.org/W6852195547","https://openalex.org/W6852268388","https://openalex.org/W6852509988","https://openalex.org/W6853013594","https://openalex.org/W6853148433","https://openalex.org/W6853207815","https://openalex.org/W6853265807","https://openalex.org/W6854036352","https://openalex.org/W6855436210","https://openalex.org/W6856573788","https://openalex.org/W6860505460"],"related_works":["https://openalex.org/W4379231730","https://openalex.org/W4389858081","https://openalex.org/W2501551404","https://openalex.org/W4385583601","https://openalex.org/W4298131179","https://openalex.org/W2113201962","https://openalex.org/W4395685956","https://openalex.org/W1522196789","https://openalex.org/W4379141755","https://openalex.org/W4367060753"],"abstract_inverted_index":{"Interactive":[0],"segmentation":[1],"is":[2,131],"a":[3,63,67,88,96,99,132],"crucial":[4],"research":[5],"area":[6],"in":[7,70,77,122],"medical":[8,79],"image":[9],"analysis":[10,108],"aiming":[11],"to":[12,44,62,141],"boost":[13],"the":[14,26,39,47,50,71,78,118,123],"efficiency":[15],"of":[16,28,38,91,102,109,135],"costly":[17],"annotations":[18],"by":[19,144],"incorporating":[20],"human":[21],"feedback.":[22],"This":[23],"feedback":[24],"takes":[25],"form":[27],"clicks,":[29],"scribbles,":[30],"or":[31],"masks":[32],"and":[33,105,120,147],"allows":[34],"for":[35],"iterative":[36],"refinement":[37],"model":[40],"output":[41],"so":[42],"as":[43],"efficiently":[45],"guide":[46],"system":[48],"towards":[49],"desired":[51],"behavior.":[52],"In":[53,83],"recent":[54],"years,":[55],"deep":[56],"learning-based":[57],"approaches":[58],"have":[59],"propelled":[60],"results":[61],"new":[64],"level":[65],"causing":[66],"rapid":[68],"growth":[69],"field":[72,94],"with":[73],"121":[74],"methods":[75,138],"proposed":[76],"imaging":[80],"domain":[81],"alone.":[82],"this":[84,92],"review,":[85],"we":[86,116,127],"provide":[87],"structured":[89],"overview":[90],"emerging":[93],"featuring":[95],"comprehensive":[97],"taxonomy,":[98],"systematic":[100],"review":[101],"existing":[103],"methods,":[104],"an":[106],"in-depth":[107],"current":[110],"practices.":[111],"Based":[112],"on":[113],"these":[114],"contributions,":[115],"discuss":[117],"challenges":[119],"opportunities":[121],"field.":[124],"For":[125],"instance,":[126],"find":[128],"that":[129],"there":[130],"severe":[133],"lack":[134],"comparison":[136],"across":[137],"which":[139],"needs":[140],"be":[142],"tackled":[143],"standardized":[145],"baselines":[146],"benchmarks.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":16},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-20T07:56:41.581041","created_date":"2025-10-10T00:00:00"}
