{"id":"https://openalex.org/W4220983673","doi":"https://doi.org/10.1117/12.2611117","title":"Towards ultrasound-based navigation: deep learning based IVC lumen segmentation from intracardiac echocardiography","display_name":"Towards ultrasound-based navigation: deep learning based IVC lumen segmentation from intracardiac echocardiography","publication_year":2022,"publication_date":"2022-03-11","ids":{"openalex":"https://openalex.org/W4220983673","doi":"https://doi.org/10.1117/12.2611117"},"language":"en","primary_location":{"id":"doi:10.1117/12.2611117","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2611117","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions, and Modeling","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/A5075170074","display_name":"Hareem Nisar","orcid":"https://orcid.org/0000-0002-5058-4214"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hareem Nisar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049574125","display_name":"Patrick Carnahan","orcid":"https://orcid.org/0000-0003-0776-6562"},"institutions":[{"id":"https://openalex.org/I4210105758","display_name":"Robarts Clinical Trials","ror":"https://ror.org/01e36dv41","country_code":"CA","type":"facility","lineage":["https://openalex.org/I125749732","https://openalex.org/I4210105758","https://openalex.org/I4405252475"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Patrick K. Carnahan","raw_affiliation_strings":["Robarts Research Institute (Canada)","Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Robarts Research Institute (Canada)","institution_ids":["https://openalex.org/I4210105758"]},{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066472142","display_name":"Djalal Fakim","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Djalal Fakim","raw_affiliation_strings":["Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075290112","display_name":"Humayon Akhuanzada","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Humayon Akhuanzada","raw_affiliation_strings":["Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008934541","display_name":"David P. Hocking","orcid":"https://orcid.org/0000-0001-6848-1208"},"institutions":[{"id":"https://openalex.org/I2800925808","display_name":"London Health Sciences Centre","ror":"https://ror.org/037tz0e16","country_code":"CA","type":"funder","lineage":["https://openalex.org/I2800925808"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"David Hocking","raw_affiliation_strings":["London Health Sciences Ctr. (Canada)","Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"London Health Sciences Ctr. (Canada)","institution_ids":["https://openalex.org/I2800925808"]},{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111897184","display_name":"Terry M. Peters","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105758","display_name":"Robarts Clinical Trials","ror":"https://ror.org/01e36dv41","country_code":"CA","type":"facility","lineage":["https://openalex.org/I125749732","https://openalex.org/I4210105758","https://openalex.org/I4405252475"]},{"id":"https://openalex.org/I2800925808","display_name":"London Health Sciences Centre","ror":"https://ror.org/037tz0e16","country_code":"CA","type":"funder","lineage":["https://openalex.org/I2800925808"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Terry M. Peters","raw_affiliation_strings":["London Health Sciences Ctr. (Canada)","Robarts Research Institute (Canada)","Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"London Health Sciences Ctr. (Canada)","institution_ids":["https://openalex.org/I2800925808"]},{"raw_affiliation_string":"Robarts Research Institute (Canada)","institution_ids":["https://openalex.org/I4210105758"]},{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064673286","display_name":"Elvis C. S. Chen","orcid":"https://orcid.org/0000-0002-4198-3336"},"institutions":[{"id":"https://openalex.org/I4210105758","display_name":"Robarts Clinical Trials","ror":"https://ror.org/01e36dv41","country_code":"CA","type":"facility","lineage":["https://openalex.org/I125749732","https://openalex.org/I4210105758","https://openalex.org/I4405252475"]},{"id":"https://openalex.org/I131944076","display_name":"Lawson Health Research Institute","ror":"https://ror.org/051gsh239","country_code":"CA","type":"funder","lineage":["https://openalex.org/I131944076"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Elvis C. S. Chen","raw_affiliation_strings":["Robarts Research Institute (Canada)","Lawson Health Research Institute (Canada)","Western Univ. (Canada)"],"affiliations":[{"raw_affiliation_string":"Robarts Research Institute (Canada)","institution_ids":["https://openalex.org/I4210105758"]},{"raw_affiliation_string":"Lawson Health Research Institute (Canada)","institution_ids":["https://openalex.org/I131944076"]},{"raw_affiliation_string":"Western Univ. (Canada)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5075170074"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4084,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.58081611,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"11010","issue":null,"first_page":"69","last_page":"69"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.988099992275238,"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":0.988099992275238,"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/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9872999787330627,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/intracardiac-injection","display_name":"Intracardiac injection","score":0.7947224378585815},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6118454337120056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49621373414993286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47664815187454224},{"id":"https://openalex.org/keywords/lumen","display_name":"Lumen (anatomy)","score":0.46847501397132874},{"id":"https://openalex.org/keywords/ultrasound","display_name":"Ultrasound","score":0.4461982250213623},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4325689375400543},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38194218277931213},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.38035136461257935},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.27937400341033936},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.2743646502494812}],"concepts":[{"id":"https://openalex.org/C80093799","wikidata":"https://www.wikidata.org/wiki/Q366155","display_name":"Intracardiac injection","level":2,"score":0.7947224378585815},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6118454337120056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49621373414993286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47664815187454224},{"id":"https://openalex.org/C131631996","wikidata":"https://www.wikidata.org/wiki/Q1141325","display_name":"Lumen (anatomy)","level":2,"score":0.46847501397132874},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.4461982250213623},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4325689375400543},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38194218277931213},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.38035136461257935},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.27937400341033936},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.2743646502494812}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1117/12.2611117","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2611117","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2022: Image-Guided Procedures, Robotic Interventions, and Modeling","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lib.uwo.ca:robartspub-1029","is_oa":false,"landing_page_url":"https://ir.lib.uwo.ca/robartspub/31","pdf_url":null,"source":{"id":"https://openalex.org/S4306400648","display_name":"Scholarship@Western (Western University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I125749732","host_organization_name":"Western University","host_organization_lineage":["https://openalex.org/I125749732"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Robarts Imaging Publications","raw_type":"conference"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2014782518","https://openalex.org/W2026616100","https://openalex.org/W2031553285","https://openalex.org/W2119249988","https://openalex.org/W2121198423","https://openalex.org/W2131186325","https://openalex.org/W2132140142","https://openalex.org/W2147698142","https://openalex.org/W2168005337","https://openalex.org/W2567031467","https://openalex.org/W2947263797","https://openalex.org/W2963924907","https://openalex.org/W2998404930","https://openalex.org/W3081225194","https://openalex.org/W3181423949","https://openalex.org/W4200084300","https://openalex.org/W4232382496","https://openalex.org/W4234300598","https://openalex.org/W4242217870","https://openalex.org/W4362597612","https://openalex.org/W6639824700","https://openalex.org/W6752181879"],"related_works":["https://openalex.org/W2400564179","https://openalex.org/W4206905980","https://openalex.org/W2350915185","https://openalex.org/W1964632492","https://openalex.org/W2356478842","https://openalex.org/W4242170870","https://openalex.org/W2017701310","https://openalex.org/W2136950386","https://openalex.org/W1992709230","https://openalex.org/W1989456059"],"abstract_inverted_index":{"Vascular":[0],"navigation":[1,15,77,251],"is":[2,46,71,108],"a":[3,80,127,145,175,227],"prerequisite":[4],"to":[5,13,42,72,173,181,189,204,213],"transcatheter":[6],"cardiac":[7],"interventions.":[8],"The":[9,38,154,185],"current":[10],"standard":[11],"approach":[12],"catheter":[14],"relies":[16],"on":[17,178,241],"real-time":[18],"fluoroscopy,":[19],"while":[20],"this":[21,120,124,243],"technique":[22],"utilizes":[23],"ionizing":[24],"radiation":[25],"and":[26,36,51,53,87,162],"it":[27],"places":[28],"the":[29,60,63,85,89,104,109,112,116,170,192,197,205,215,224,236],"interventionalist":[30],"at":[31],"risk":[32],"for":[33,220],"eye":[34],"cataracts":[35],"cancer.":[37],"shielding":[39],"equipment":[40],"needed":[41],"mitigate":[43],"these":[44],"risks":[45],"associated":[47],"with":[48],"spinal":[49],"issues":[50],"neck":[52],"back":[54],"pain":[55],"which":[56,92],"has":[57],"led":[58],"towards":[59],"coining":[61],"of":[62,103,111,217],"term":[64],"\u201cinterventionalist\u2019s":[65],"disc":[66],"disease\u201d.":[67],"A":[68],"proposed":[69],"alternative":[70],"have":[73],"an":[74,140,165,248],"ultrasound-guided":[75],"vascular":[76,90],"system":[78],"where":[79],"catheter-based":[81],"ultrasound":[82,117,152],"probe":[83],"scans":[84],"vessel":[86,113,183,199,244],"reconstructs":[88],"roadmap,":[91],"can":[93],"then":[94],"be":[95],"navigated":[96],"by":[97,164,235],"tracked":[98],"guidewire":[99],"or":[100],"catheter.":[101],"One":[102],"major":[105],"challenges":[106],"here":[107],"segmentation":[110,225,245],"lumen":[114],"from":[115,139],"images.":[118],"In":[119],"study,":[121],"we":[122],"address":[123],"challenge":[125],"using":[126,144,159],"deep":[128],"learning":[129],"based":[130],"approach.":[131],"We":[132,168,239],"acquired":[133],"inferior":[134],"vena":[135],"cava":[136],"(IVC)":[137],"images":[138,186,218],"animal":[141],"study":[142],"performed":[143,212],"radial,":[146],"forward-looking":[147],"Foresight":[148],"intracardiac":[149],"echocardiography":[150],"(ICE)":[151],"probe.":[153],"ground":[155],"truth":[156],"was":[157,211,231],"established":[158],"manual":[160],"segmentations":[161],"validated":[163],"expert":[166],"clinician.":[167],"use":[169],"MONAI":[171],"platform":[172],"train":[174],"U-net":[176],"architecture":[177],"our":[179],"dataset":[180],"perform":[182],"segmentation.":[184],"are":[187],"cropped":[188],"retain":[190],"only":[191],"central":[193,203],"300":[194],"pixels":[195],"as":[196,233],"traversed":[198],"will":[200],"always":[201],"appear":[202],"radial":[206],"ICE":[207],"image.":[208],"Data":[209],"augmentation":[210],"enhance":[214],"number":[216],"available":[219],"training.":[221],"After":[222],"post-processing,":[223],"output,":[226],"90":[228],"%":[229],"accuracy":[230],"achieved":[232],"indicated":[234],"Dice":[237],"coefficient.":[238],"plan":[240],"integrating":[242],"pipeline":[246],"in":[247],"image-guided":[249],"surgical":[250],"system.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}