{"id":"https://openalex.org/W4416724344","doi":"https://doi.org/10.1186/s12880-025-02055-8","title":"SegMambaDP: a long-range sequential modeling mamba network for 3D dose prediction in radiotherapy","display_name":"SegMambaDP: a long-range sequential modeling mamba network for 3D dose prediction in radiotherapy","publication_year":2025,"publication_date":"2025-11-26","ids":{"openalex":"https://openalex.org/W4416724344","doi":"https://doi.org/10.1186/s12880-025-02055-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/41299408"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-025-02055-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-02055-8","pdf_url":null,"source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s12880-025-02055-8","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101650644","display_name":"Kai Xie","orcid":"https://orcid.org/0000-0003-4311-7244"},"institutions":[{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]},{"id":"https://openalex.org/I4210151861","display_name":"Changzhou No.2 People's Hospital","ror":"https://ror.org/04bkhy554","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210151861"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]},{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Xie","raw_affiliation_strings":["Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I83519826"]},{"raw_affiliation_string":"Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210153482","https://openalex.org/I4210151861","https://openalex.org/I4210108723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101375384","display_name":"Hua Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151861","display_name":"Changzhou No.2 People's Hospital","ror":"https://ror.org/04bkhy554","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210151861"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]},{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiu Hua","raw_affiliation_strings":["Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I83519826"]},{"raw_affiliation_string":"Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210153482","https://openalex.org/I4210151861","https://openalex.org/I4210108723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020475369","display_name":"Liugang Gao","orcid":"https://orcid.org/0000-0002-3346-5299"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]},{"id":"https://openalex.org/I4210151861","display_name":"Changzhou No.2 People's Hospital","ror":"https://ror.org/04bkhy554","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210151861"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liugang Gao","raw_affiliation_strings":["Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I83519826"]},{"raw_affiliation_string":"Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210153482","https://openalex.org/I4210151861","https://openalex.org/I4210108723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027855761","display_name":"Jiawei Sun","orcid":"https://orcid.org/0000-0003-1474-8573"},"institutions":[{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]},{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]},{"id":"https://openalex.org/I4210151861","display_name":"Changzhou No.2 People's Hospital","ror":"https://ror.org/04bkhy554","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210151861"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Sun","raw_affiliation_strings":["Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I83519826"]},{"raw_affiliation_string":"Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210153482","https://openalex.org/I4210151861","https://openalex.org/I4210108723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702151","display_name":"Tao Lin","orcid":"https://orcid.org/0000-0001-7630-4789"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]},{"id":"https://openalex.org/I4210151861","display_name":"Changzhou No.2 People's Hospital","ror":"https://ror.org/04bkhy554","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210151861"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Lin","raw_affiliation_strings":["Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I83519826"]},{"raw_affiliation_string":"Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210153482","https://openalex.org/I4210151861","https://openalex.org/I4210108723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101475211","display_name":"Jianfeng Sui","orcid":"https://orcid.org/0000-0002-7720-1156"},"institutions":[{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]},{"id":"https://openalex.org/I4210151861","display_name":"Changzhou No.2 People's Hospital","ror":"https://ror.org/04bkhy554","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210151861"]},{"id":"https://openalex.org/I83519826","display_name":"Nanjing Medical University","ror":"https://ror.org/059gcgy73","country_code":"CN","type":"education","lineage":["https://openalex.org/I83519826"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Sui","raw_affiliation_strings":["Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I83519826"]},{"raw_affiliation_string":"Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]},{"raw_affiliation_string":"Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210153482","https://openalex.org/I4210151861","https://openalex.org/I4210108723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687822","display_name":"Huazhong Shu","orcid":"https://orcid.org/0000-0002-3833-7915"},"institutions":[{"id":"https://openalex.org/I4210088544","display_name":"Centre de Recherche en \u00c9conomie et Management","ror":"https://ror.org/0047rmf80","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210088544","https://openalex.org/I4210105918","https://openalex.org/I4210150854","https://openalex.org/I56067802","https://openalex.org/I98702875"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"Huazhong Shu","raw_affiliation_strings":["Centre de Recherche en Information Biom\u00e9dicale Sino-Fran\u00e7ais, Rennes, F-35000, France","Laboratory of Image Science and Technology, Southeast University, Nanjing, 210096, China"],"affiliations":[{"raw_affiliation_string":"Centre de Recherche en Information Biom\u00e9dicale Sino-Fran\u00e7ais, Rennes, F-35000, France","institution_ids":["https://openalex.org/I4210088544"]},{"raw_affiliation_string":"Laboratory of Image Science and Technology, Southeast University, Nanjing, 210096, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082076727","display_name":"Xinye Ni","orcid":"https://orcid.org/0000-0002-2402-9719"},"institutions":[{"id":"https://openalex.org/I4210151861","display_name":"Changzhou No.2 People's Hospital","ror":"https://ror.org/04bkhy554","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210151861"]},{"id":"https://openalex.org/I4210153482","display_name":"Changzhou University","ror":"https://ror.org/04ymgwq66","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153482"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinye Ni","raw_affiliation_strings":["Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China. nxy@njmu.edu.cn","Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China. nxy@njmu.edu.cn","Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China. nxy@njmu.edu.cn","Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China. nxy@njmu.edu.cn","Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China","Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China"],"affiliations":[{"raw_affiliation_string":"Center for Medical Physics, Nanjing Medical University, Changzhou, 213003, China. nxy@njmu.edu.cn","institution_ids":[]},{"raw_affiliation_string":"Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China. nxy@njmu.edu.cn","institution_ids":[]},{"raw_affiliation_string":"Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, 213003, China. nxy@njmu.edu.cn","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China. nxy@njmu.edu.cn","institution_ids":[]},{"raw_affiliation_string":"Key Laboratory of Medical Physics in Changzhou, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210153482","https://openalex.org/I4210151861","https://openalex.org/I4210108723"]},{"raw_affiliation_string":"Department of Radiotherapy, The Affiliated Changzhou No.2 People's Hospital of Nanjing Medical University, Changzhou, 213003, China","institution_ids":["https://openalex.org/I4210151861"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101650644"],"corresponding_institution_ids":["https://openalex.org/I4210108723","https://openalex.org/I4210151861","https://openalex.org/I4210153482","https://openalex.org/I83519826"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":3.3799,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93555443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"25","issue":"1","first_page":"527","last_page":"527"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9681000113487244,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9681000113487244,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10124","display_name":"Prostate Cancer Diagnosis and Treatment","score":0.00800000037997961,"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"}},{"id":"https://openalex.org/T11359","display_name":"Effects of Radiation Exposure","score":0.006899999920278788,"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/radiation-treatment-planning","display_name":"Radiation treatment planning","score":0.46459999680519104},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.43459999561309814},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42969998717308044},{"id":"https://openalex.org/keywords/cervical-cancer","display_name":"Cervical cancer","score":0.42669999599456787},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4154999852180481},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.3546999990940094},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3515999913215637}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6218000054359436},{"id":"https://openalex.org/C201645570","wikidata":"https://www.wikidata.org/wiki/Q830637","display_name":"Radiation treatment planning","level":3,"score":0.46459999680519104},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.43459999561309814},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42969998717308044},{"id":"https://openalex.org/C2778220009","wikidata":"https://www.wikidata.org/wiki/Q160105","display_name":"Cervical cancer","level":3,"score":0.42669999599456787},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.41850000619888306},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4154999852180481},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3977000117301941},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.3546999990940094},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3515999913215637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3465000092983246},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3319000005722046},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.31839999556541443},{"id":"https://openalex.org/C2776530083","wikidata":"https://www.wikidata.org/wiki/Q1783924","display_name":"Head and neck cancer","level":3,"score":0.2881999909877777},{"id":"https://openalex.org/C2987700449","wikidata":"https://www.wikidata.org/wiki/Q186161","display_name":"Radiation dose","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2858999967575073},{"id":"https://openalex.org/C3018411727","wikidata":"https://www.wikidata.org/wiki/Q3867488","display_name":"Head and neck","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C75088862","wikidata":"https://www.wikidata.org/wiki/Q2291081","display_name":"Dosimetry","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1186/s12880-025-02055-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-02055-8","pdf_url":null,"source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:41299408","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41299408","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":"BMC medical imaging","raw_type":null},{"id":"pmh:oai:HAL:hal-05424107v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05424107","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, 2025, 25 (1), pp.527. &#x27E8;10.1186/s12880-025-02055-8&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:b99b1b83d89f4432aabbda5d0e380a39","is_oa":true,"landing_page_url":"https://doaj.org/article/b99b1b83d89f4432aabbda5d0e380a39","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 25, Iss 1, Pp 1-20 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12751262","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12751262/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12880-025-02055-8","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-02055-8","pdf_url":null,"source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2010851248","https://openalex.org/W2017857032","https://openalex.org/W2089547408","https://openalex.org/W2464708700","https://openalex.org/W2737645686","https://openalex.org/W2804847842","https://openalex.org/W2885894200","https://openalex.org/W2898757811","https://openalex.org/W2900148384","https://openalex.org/W2904732647","https://openalex.org/W3026792403","https://openalex.org/W3040441798","https://openalex.org/W3108244608","https://openalex.org/W3171527745","https://openalex.org/W3216919020","https://openalex.org/W4200048078","https://openalex.org/W4200564159","https://openalex.org/W4205122995","https://openalex.org/W4210345762","https://openalex.org/W4283312679","https://openalex.org/W4375928860","https://openalex.org/W4378942565","https://openalex.org/W4378979679","https://openalex.org/W4386066128","https://openalex.org/W4387105683","https://openalex.org/W4387225552","https://openalex.org/W4387948805","https://openalex.org/W4389503449","https://openalex.org/W4391343839","https://openalex.org/W4399629788","https://openalex.org/W4403152483","https://openalex.org/W4406261728","https://openalex.org/W4408509755"],"related_works":[],"abstract_inverted_index":{"Radiotherapy":[0],"is":[1,58],"a":[2,93,141,146,160,224,233,248,257,301,325],"cornerstone":[3],"of":[4,16,156,227,236,251,260],"cancer":[5,216,244,320],"treatment,":[6],"and":[7,38,63,109,112,125,132,159,177,201,212,232,256,273,316,318],"its":[8],"therapeutic":[9],"efficacy":[10],"critically":[11],"depends":[12],"on":[13,128],"the":[14,17,129,196,206,219,242,268,278,285],"precision":[15],"delivered":[18],"dose":[19,44,105,123,303,312,329],"distribution.":[20],"The":[21,138],"current":[22],"clinical":[23,36,183,311],"standard":[24],"for":[25,100,121,277,314,328],"treatment":[26],"planning":[27,335],"involves":[28],"an":[29,118,133,289],"inverse":[30],"optimization":[31],"process":[32,57],"where":[33],"physicists":[34],"define":[35],"objectives":[37],"constraints,":[39],"followed":[40],"by":[41,190],"computationally":[42],"intensive":[43],"calculations,":[45],"often":[46,78],"using":[47,195,205],"methods":[48,71,194],"like":[49],"Monte":[50],"Carlo":[51],"simulation.":[52],"While":[53],"accurate,":[54],"this":[55],"iterative":[56],"time-consuming,":[59],"leading":[60],"to":[61,80,91,151,166,181,296,308],"delays":[62],"potential":[64,326],"variability":[65],"in":[66,85,107,332],"plan":[67],"quality.":[68],"Deep":[69],"learning":[70],"have":[72],"improved":[73],"dose-prediction":[74],"accuracy,":[75],"but":[76],"they":[77],"struggle":[79],"model":[81,186],"fine-grained":[82],"spatial":[83],"relationships":[84],"complex":[86],"anatomy.":[87],"This":[88,298],"study":[89,299],"aims":[90],"develop":[92],"novel":[94,302],"State":[95],"Space":[96],"Model":[97],"(SSM)-based":[98],"network":[99,120,139],"accurately":[101,309],"predicting":[102],"3D":[103,122,157],"radiotherapy":[104,334],"distributions":[106,313],"head":[108,315],"neck":[110,317],"(H&N)":[111],"cervical":[113,215,243,319],"cancer.":[114],"We":[115],"introduce":[116],"SegMambaDP,":[117,306],"SSM\u2013based":[119],"prediction,":[124],"evaluate":[126],"it":[127,246],"OpenKBP":[130,209,220],"dataset":[131,211],"institutional":[134],"cervical-cancer":[135],"VMAT":[136],"cohort.":[137],"employs":[140],"cascading":[142],"architecture":[143],"that":[144],"integrates":[145],"Tri-orientated":[147],"Mamba":[148],"(ToM)":[149],"module":[150,165],"strengthen":[152],"long-range":[153],"dependency":[154],"modeling":[155],"features":[158],"feature-level":[161],"Uncertainty":[162],"Estimation":[163],"(FUE)":[164],"enhance":[167],"multi-scale":[168],"feature":[169],"fusion.":[170],"Moreover,":[171],"SegMambaDP":[172,222,322],"incorporates":[173],"both":[174,266],"anatomical":[175],"structure":[176],"beam":[178],"angle":[179],"information":[180],"boost":[182],"adaptability.":[184],"Finally,":[185],"performance":[187],"was":[188],"assessed":[189],"comparison":[191],"with":[192,288],"existing":[193],"Dose":[197,225,249],"score,":[198,200],"DVH":[199,234,258],"relevant":[202],"dosimetric":[203],"indicators":[204],"2020":[207],"AAPM":[208],"Challenge":[210],"our":[213],"institution\u2019s":[214],"dataset.":[217],"On":[218,241],"dataset,":[221,245],"achieved":[223,247],"score":[226,235,250,259],"2.398":[228],"\u00b1":[229,238,253,262],"1.028":[230,254],"Gy":[231,255],"1.254":[237],"1.660":[239],"Gy.":[240,264],"2.428":[252],"1.274":[261],"1.760":[263],"In":[265],"datasets,":[267],"predicted":[269],"Conformity":[270],"Index":[271,275],"(CI)":[272],"Homogeneity":[274],"(HI)":[276],"Planning":[279],"Target":[280],"Volume":[281],"(PTV)":[282],"closely":[283],"matched":[284],"true":[286],"values,":[287],"average":[290],"prediction":[291,304,331],"error":[292],"ranging":[293],"from":[294],"0.01":[295],"0.03(dimensionless).":[297],"introduces":[300],"model,":[305],"designed":[307],"forecast":[310],"patients.":[321],"can":[323],"offer":[324],"solution":[327],"distribution":[330],"computer-assisted":[333],"systems.":[336]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-11-27T00:00:00"}
