{"id":"https://openalex.org/W4401750923","doi":"https://doi.org/10.1109/isbi56570.2024.10635549","title":"Image-To-Tree with Recursive Prompting","display_name":"Image-To-Tree with Recursive Prompting","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401750923","doi":"https://doi.org/10.1109/isbi56570.2024.10635549"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5014040455","display_name":"James Batten","orcid":"https://orcid.org/0000-0002-8028-5709"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"James Batten","raw_affiliation_strings":["Imperial College,Department of Computing,London,UK"],"affiliations":[{"raw_affiliation_string":"Imperial College,Department of Computing,London,UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101719622","display_name":"Matthew Sinclair","orcid":"https://orcid.org/0000-0003-0480-4834"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew Sinclair","raw_affiliation_strings":["Imperial College,Department of Computing,London,UK"],"affiliations":[{"raw_affiliation_string":"Imperial College,Department of Computing,London,UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101798826","display_name":"Ying Bai","orcid":"https://orcid.org/0000-0001-6907-9253"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ying Bai","raw_affiliation_strings":["Imperial College,Department of Computing,London,UK"],"affiliations":[{"raw_affiliation_string":"Imperial College,Department of Computing,London,UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007222325","display_name":"Ben Glocker","orcid":"https://orcid.org/0000-0002-4897-9356"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ben Glocker","raw_affiliation_strings":["Imperial College,Department of Computing,London,UK"],"affiliations":[{"raw_affiliation_string":"Imperial College,Department of Computing,London,UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062499198","display_name":"Michiel Schaap","orcid":"https://orcid.org/0000-0002-4640-7805"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michiel Schaap","raw_affiliation_strings":["Imperial College,Department of Computing,London,UK"],"affiliations":[{"raw_affiliation_string":"Imperial College,Department of Computing,London,UK","institution_ids":["https://openalex.org/I47508984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014040455"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":0.5248,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65076281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9933000206947327,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9933000206947327,"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/T12923","display_name":"Digital Image Processing Techniques","score":0.9909999966621399,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9689000248908997,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/computer-science","display_name":"Computer science","score":0.6189536452293396},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5454304218292236},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14450711011886597},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07056385278701782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6189536452293396},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5454304218292236},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14450711011886597},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07056385278701782}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320338440","display_name":"HORIZON EUROPE Health","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1569930776","https://openalex.org/W1899587360","https://openalex.org/W1901129140","https://openalex.org/W2033158289","https://openalex.org/W2073089137","https://openalex.org/W2150360444","https://openalex.org/W2194775991","https://openalex.org/W2908510526","https://openalex.org/W2925321904","https://openalex.org/W3036843665","https://openalex.org/W3040538742","https://openalex.org/W3092645103","https://openalex.org/W3094502228","https://openalex.org/W3199245537","https://openalex.org/W4295312788","https://openalex.org/W4385245566","https://openalex.org/W6747927160","https://openalex.org/W6757817989","https://openalex.org/W6766978945","https://openalex.org/W6780179280","https://openalex.org/W6781147418","https://openalex.org/W6784333009","https://openalex.org/W6801512601"],"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/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Extracting":[0],"complex":[1],"structures":[2],"from":[3,35],"grid-based":[4],"data":[5,109],"is":[6],"a":[7,66,80,85,114],"common":[8],"yet":[9],"challenging":[10],"key":[11],"step":[12],"in":[13,42,57,79],"automated":[14],"medical":[15],"image":[16],"analysis.":[17],"A":[18],"conventional":[19],"method":[20,39,68,101],"for":[21,69],"recovering":[22],"tree-structured":[23,47],"geometries":[24],"involves":[25],"calculating":[26],"the":[27,58,89],"minimal":[28],"cost":[29],"path":[30],"via":[31],"intermediate":[32],"representations":[33],"derived":[34],"segmentation":[36],"masks.":[37],"This":[38],"faces":[40],"limitations":[41],"projective":[43],"imaging":[44],"of":[45],"3D":[46],"data,":[48],"such":[49],"as":[50,75],"coronary":[51],"arteries,":[52],"due":[53],"to":[54],"overlapping":[55],"branches":[56],"2D":[59],"view.":[60],"In":[61],"this":[62],"study,":[63],"we":[64],"introduce":[65],"new":[67],"predicting":[70],"tree":[71],"connectivity,":[72],"reframing":[73],"it":[74],"an":[76,96],"optimization":[77],"problem":[78],"recursive":[81],"process.":[82],"We":[83],"propose":[84],"two-stage":[86],"model":[87],"leveraging":[88],"UNet":[90],"and":[91,107],"Transformer":[92],"architectures,":[93],"combined":[94],"with":[95,110],"image-based":[97],"prompting":[98],"technique.":[99],"The":[100],"yields":[102],"compelling":[103],"results":[104],"on":[105],"synthetic":[106],"simulated":[108],"real":[111],"geometry,":[112],"surpassing":[113],"shortest-path":[115],"baseline.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}