{"id":"https://openalex.org/W4408200871","doi":"https://doi.org/10.1109/cisp-bmei64163.2024.10906258","title":"The Role of Deep Learning in Spinal Lesion Detection: A Systematic Review","display_name":"The Role of Deep Learning in Spinal Lesion Detection: A Systematic Review","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4408200871","doi":"https://doi.org/10.1109/cisp-bmei64163.2024.10906258"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei64163.2024.10906258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei64163.2024.10906258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"},"type":"review","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/A5078906698","display_name":"Lisha Guo","orcid":"https://orcid.org/0000-0002-3826-2562"},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lisha Guo","raw_affiliation_strings":["School of Medical Imaging, Hebei Medical University,Department of Medical Physics,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Imaging, Hebei Medical University,Department of Medical Physics,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037909012","display_name":"Hai\u2010Bo Yang","orcid":"https://orcid.org/0000-0003-4926-1618"},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibo Yang","raw_affiliation_strings":["School of Medical Imaging, Hebei Medical University,Department of Medical Physics,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Imaging, Hebei Medical University,Department of Medical Physics,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061841494","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0002-8495-2804"},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["School of Medical Imaging, Hebei Medical University,Department of Medical Physics,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Imaging, Hebei Medical University,Department of Medical Physics,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030840410","display_name":"Hui-Zhao Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]},{"id":"https://openalex.org/I4210088328","display_name":"Third Hospital of Hebei Medical University","ror":"https://ror.org/004eknx63","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210088328"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huizhao Wu","raw_affiliation_strings":["Third Hospital of Hebei Medical University,Department of Radiology,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Third Hospital of Hebei Medical University,Department of Radiology,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250","https://openalex.org/I4210088328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089626260","display_name":"Ming-Di Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingdi Zhu","raw_affiliation_strings":["Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yirui Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yirui Zheng","raw_affiliation_strings":["Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085747045","display_name":"Yifan Liu","orcid":"https://orcid.org/0009-0000-6143-904X"},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Liu","raw_affiliation_strings":["Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Peihong Han","orcid":null},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peihong Han","raw_affiliation_strings":["Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101827897","display_name":"Menghan Zhao","orcid":"https://orcid.org/0000-0002-2889-4208"},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Menghan Zhao","raw_affiliation_strings":["Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Labarotory of Medical Imaging Research and Application of Hebei Province,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005386378","display_name":"Yanru Wu","orcid":"https://orcid.org/0009-0007-3313-3810"},"institutions":[{"id":"https://openalex.org/I111381250","display_name":"Hebei Medical University","ror":"https://ror.org/04eymdx19","country_code":"CN","type":"education","lineage":["https://openalex.org/I111381250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanru Wu","raw_affiliation_strings":["School of Medical Imaging, Hebei Medical University,Department of Medical Physics,Shijiazhuang,Hebei,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Imaging, Hebei Medical University,Department of Medical Physics,Shijiazhuang,Hebei,China","institution_ids":["https://openalex.org/I111381250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1069,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.36659193,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9702000021934509,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9617999792098999,"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":0.6170822978019714},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5240198373794556},{"id":"https://openalex.org/keywords/lesion","display_name":"Lesion","score":0.46895068883895874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4264093041419983},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33559003472328186},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.10921216011047363}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6170822978019714},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5240198373794556},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.46895068883895874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4264093041419983},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33559003472328186},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.10921216011047363}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei64163.2024.10906258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei64163.2024.10906258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 17th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2963037989","https://openalex.org/W3049062131","https://openalex.org/W3096609285","https://openalex.org/W3118577447","https://openalex.org/W3172752666","https://openalex.org/W3203774985","https://openalex.org/W3212023603","https://openalex.org/W4200553788","https://openalex.org/W4220708994","https://openalex.org/W4281923747","https://openalex.org/W4283074042","https://openalex.org/W4295765955","https://openalex.org/W4384339480","https://openalex.org/W4385803182","https://openalex.org/W4386510822","https://openalex.org/W4386835975","https://openalex.org/W4388095881","https://openalex.org/W4389538379","https://openalex.org/W4390722060","https://openalex.org/W4390971098","https://openalex.org/W4394768673","https://openalex.org/W4396962237","https://openalex.org/W4399022836","https://openalex.org/W4399462740","https://openalex.org/W6860697592","https://openalex.org/W6865163473"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"with":[3],"the":[4,29,59,70,92],"rapid":[5],"advancement":[6],"of":[7,32,43,58,94],"artificial":[8],"intelligence":[9],"and":[10,46,72,77],"deep":[11,63,85],"learning,":[12],"they":[13],"have":[14],"gained":[15],"prominence":[16],"for":[17,65,81,97],"their":[18],"powerful":[19],"feature":[20],"learning":[21,64],"capabilities.":[22],"It":[23],"has":[24],"been":[25],"widely":[26],"applied":[27],"in":[28,62,74],"auxiliary":[30,95],"diagnosis":[31,96],"spinal":[33,36,47,66,87,98],"diseases,":[34],"including":[35],"lesion":[37,67,88],"detection,":[38,68,89],"vertebral":[39],"segmentation,":[40],"automatic":[41],"measurement":[42],"Cobb":[44],"angles,":[45],"imaging":[48],"reconstruction.":[49],"This":[50],"paper":[51],"aims":[52],"to":[53],"provide":[54],"a":[55,79],"comprehensive":[56],"overview":[57],"research":[60,83],"progress":[61],"summarize":[69],"prospects":[71],"challenges":[73],"this":[75],"field,":[76],"offer":[78],"reference":[80],"future":[82],"on":[84],"learning-based":[86],"ultimately":[90],"promoting":[91],"development":[93],"diseases.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}