{"id":"https://openalex.org/W4401609048","doi":"https://doi.org/10.1109/icasspw62465.2024.10626056","title":"Monai for Deep-Learning Based CBCT Reconstruction","display_name":"Monai for Deep-Learning Based CBCT Reconstruction","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4401609048","doi":"https://doi.org/10.1109/icasspw62465.2024.10626056"},"language":"en","primary_location":{"id":"doi:10.1109/icasspw62465.2024.10626056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw62465.2024.10626056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5045319786","display_name":"Mikael Brudfors","orcid":"https://orcid.org/0000-0002-2884-2336"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mikael Brudfors","raw_affiliation_strings":["NVIDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083427047","display_name":"Mark S. Graham","orcid":"https://orcid.org/0000-0002-4170-1095"},"institutions":[{"id":"https://openalex.org/I4210157300","display_name":"Xenetic Biosciences (United Kingdom)","ror":"https://ror.org/04gs0fr60","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210157300"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Graham","raw_affiliation_strings":["KCL,School of Biomedical Engineering & Imaging Sciences,London,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KCL,School of Biomedical Engineering & Imaging Sciences,London,UK","institution_ids":["https://openalex.org/I4210157300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019384291","display_name":"Hyungon Ryu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hyungon Ryu","raw_affiliation_strings":["NVIDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086636675","display_name":"Oliver Kutter","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oliver Kutter","raw_affiliation_strings":["NVIDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.15,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93940098,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"76"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.7064999938011169,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.7064999938011169,"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/computer-science","display_name":"Computer science","score":0.7005013823509216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5426507592201233},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5039474368095398},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4220018684864044},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.41904234886169434},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3508194088935852}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7005013823509216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5426507592201233},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5039474368095398},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4220018684864044},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.41904234886169434},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3508194088935852}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icasspw62465.2024.10626056","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icasspw62465.2024.10626056","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW)","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":7,"referenced_works":["https://openalex.org/W319611471","https://openalex.org/W2911290743","https://openalex.org/W2963046541","https://openalex.org/W3207346509","https://openalex.org/W4308610041","https://openalex.org/W4401609038","https://openalex.org/W6846418509"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3009238340","https://openalex.org/W3116076068","https://openalex.org/W2229312674"],"abstract_inverted_index":{"As":[0],"part":[1],"of":[2,13,50],"the":[3,11,14,25,62,70],"ICASSP":[4],"2024":[5],"CBCT":[6],"challenge,":[7],"this":[8],"paper":[9],"presents":[10],"application":[12],"MONAI":[15],"framework":[16],"to":[17],"3D":[18],"cone-beam":[19],"computed":[20],"tomography":[21],"(CBCT)":[22],"reconstruction.":[23],"Employing":[24],"SegResNet":[26],"architecture,":[27],"two":[28],"networks":[29],"were":[30],"trained":[31],"on":[32,43],"clinical":[33,53],"and":[34,55],"low":[35,58],"dose":[36,54,59],"reconstructions,":[37],"respectively.":[38],"The":[39],"models,":[40],"when":[41],"tested":[42],"held-out":[44],"data,":[45],"achieved":[46],"mean":[47],"squared":[48],"errors":[49],"8.41e-4":[51],"for":[52,57],"1.476e-3":[56],"reconstructions.":[60],"Notably,":[61],"proposed":[63],"solution":[64],"secured":[65],"a":[66],"second-place":[67],"position":[68],"in":[69],"challenge.":[71]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}