{"id":"https://openalex.org/W4412981438","doi":"https://doi.org/10.1016/j.icte.2025.07.008","title":"3D medical image segmentation via sequential 2D slice processing","display_name":"3D medical image segmentation via sequential 2D slice processing","publication_year":2025,"publication_date":"2025-08-05","ids":{"openalex":"https://openalex.org/W4412981438","doi":"https://doi.org/10.1016/j.icte.2025.07.008"},"language":"en","primary_location":{"id":"doi:10.1016/j.icte.2025.07.008","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.icte.2025.07.008","pdf_url":null,"source":{"id":"https://openalex.org/S2898368220","display_name":"ICT Express","issn_l":"2405-9595","issn":["2405-9595"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"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":"ICT Express","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.icte.2025.07.008","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yee Zhing Liew","orcid":"https://orcid.org/0009-0002-0712-0008"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yee Zhing Liew","raw_affiliation_strings":["School of Intelligent Manufacturing Ecosystem, Xi\u2019an Jiaotong-Liverpool University, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0009-0002-0712-0008","affiliations":[{"raw_affiliation_string":"School of Intelligent Manufacturing Ecosystem, Xi\u2019an Jiaotong-Liverpool University, People\u2019s Republic of China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080268176","display_name":"Andrew Huey Ping Tan","orcid":"https://orcid.org/0000-0003-4194-1088"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Andrew Huey Ping Tan","raw_affiliation_strings":["School of Intelligent Manufacturing Ecosystem, Xi\u2019an Jiaotong-Liverpool University, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligent Manufacturing Ecosystem, Xi\u2019an Jiaotong-Liverpool University, People\u2019s Republic of China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021226854","display_name":"Anwar P. P. Abdul Majeed","orcid":"https://orcid.org/0000-0002-3094-5596"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]},{"id":"https://openalex.org/I84339108","display_name":"Sunway University","ror":"https://ror.org/04mjt7f73","country_code":"MY","type":"education","lineage":["https://openalex.org/I84339108"]}],"countries":["CN","MY"],"is_corresponding":true,"raw_author_name":"Anwar P.P. Abdul Majeed","raw_affiliation_strings":["Faculty of Engineering and Technology, Sunway University, Malaysia","School of Robotics, Xi\u2019an Jiaotong-Liverpool University, People\u2019s Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-3094-5596","affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Sunway University, Malaysia","institution_ids":["https://openalex.org/I84339108"]},{"raw_affiliation_string":"School of Robotics, Xi\u2019an Jiaotong-Liverpool University, People\u2019s Republic of China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082638313","display_name":"Anh Quang Nguyen","orcid":"https://orcid.org/0000-0002-4198-4208"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anh Nguyen","raw_affiliation_strings":["Department of Computer Science, University of Liverpool, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Liverpool, United Kingdom","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110410715","display_name":"Paolo Paoletti","orcid":null},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paolo Paoletti","raw_affiliation_strings":["School of Engineering, University of Liverpool, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Liverpool, United Kingdom","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100740611","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-9696-0641"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["School of Intelligent Manufacturing Ecosystem, Xi\u2019an Jiaotong-Liverpool University, People\u2019s Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Intelligent Manufacturing Ecosystem, Xi\u2019an Jiaotong-Liverpool University, People\u2019s Republic of China","institution_ids":["https://openalex.org/I69356397"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021226854"],"corresponding_institution_ids":["https://openalex.org/I69356397","https://openalex.org/I84339108"],"apc_list":{"value":1500,"currency":"USD","value_usd":1500},"apc_paid":{"value":1500,"currency":"USD","value_usd":1500},"fwci":0.7655,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73039311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":"2","first_page":"295","last_page":"300"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991000294685364,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6487295627593994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5961119532585144},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5403992533683777},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5347887873649597},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5292413234710693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49048349261283875},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46488070487976074},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.4263960123062134},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3806687891483307},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34462887048721313}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6487295627593994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5961119532585144},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5403992533683777},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5347887873649597},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5292413234710693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49048349261283875},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46488070487976074},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.4263960123062134},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3806687891483307},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34462887048721313}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.icte.2025.07.008","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.icte.2025.07.008","pdf_url":null,"source":{"id":"https://openalex.org/S2898368220","display_name":"ICT Express","issn_l":"2405-9595","issn":["2405-9595"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"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":"ICT Express","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8437174df3274ddd8d438def8a0dfdc1","is_oa":true,"landing_page_url":"https://doaj.org/article/8437174df3274ddd8d438def8a0dfdc1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICT Express, Vol 12, Iss 2, Pp 295-300 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.icte.2025.07.008","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.icte.2025.07.008","pdf_url":null,"source":{"id":"https://openalex.org/S2898368220","display_name":"ICT Express","issn_l":"2405-9595","issn":["2405-9595"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"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":"ICT Express","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6654933802","display_name":null,"funder_award_id":"FOSA2312001","funder_id":"https://openalex.org/F4320324032","funder_display_name":"Xi\u2019an Jiaotong-Liverpool University"}],"funders":[{"id":"https://openalex.org/F4320324032","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05"},{"id":"https://openalex.org/F4320335555","display_name":"Sunway University","ror":"https://ror.org/04mjt7f73"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2395579298","https://openalex.org/W2767290858","https://openalex.org/W2771252144","https://openalex.org/W2804047627","https://openalex.org/W2888570268","https://openalex.org/W2900243258","https://openalex.org/W3094502228","https://openalex.org/W3127751679","https://openalex.org/W3138516171","https://openalex.org/W3172681723","https://openalex.org/W4206693420","https://openalex.org/W4226000809","https://openalex.org/W4366208220","https://openalex.org/W4385245566","https://openalex.org/W4387647991","https://openalex.org/W4401307635","https://openalex.org/W4402742213","https://openalex.org/W4406301628","https://openalex.org/W6639824700","https://openalex.org/W6739901393","https://openalex.org/W6810465815"],"related_works":["https://openalex.org/W1986655823","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W3011384228","https://openalex.org/W2124969951","https://openalex.org/W2945274617","https://openalex.org/W4313052709","https://openalex.org/W4298131179","https://openalex.org/W2375430703"],"abstract_inverted_index":{"Three-dimensional":[0],"(3D)":[1],"medical":[2],"image":[3],"segmentation":[4],"is":[5],"vital":[6],"in":[7,20],"clinical":[8,102],"applications,":[9],"but":[10],"faces":[11],"challenges":[12],"like":[13,48],"computational":[14],"complexity":[15],"and":[16,55,62,77,97],"spatial":[17],"context":[18,64],"loss":[19],"2D":[21,35,67,95],"processing.":[22],"To":[23],"address":[24],"these":[25],"issues,":[26],"we":[27],"propose":[28],"3DAS2D,":[29],"which":[30],"processes":[31],"3D":[32,85,98],"images":[33],"as":[34],"slices":[36],"while":[37],"retaining":[38],"volumetric":[39],"data":[40],"for":[41],"better":[42],"accuracy.":[43],"Our":[44],"approach":[45],"integrates":[46],"modules":[47],"Neighbour":[49],"Attention,":[50,52],"Memory":[51,53],"Bank,":[54],"Mask":[56],"Encoder":[57],"to":[58,84],"capture":[59],"inter-slice":[60],"dependencies":[61],"historical":[63],"within":[65],"a":[66],"prediction":[68],"framework.":[69],"Evaluated":[70],"on":[71],"four":[72],"datasets":[73],"covering":[74],"prostate,":[75],"cardiac,":[76],"lung":[78],"tumour":[79],"tasks,":[80],"3DAS2D":[81],"performed":[82],"comparably":[83],"methods.":[86],"This":[87],"work":[88],"offers":[89],"an":[90],"efficient,":[91],"adaptable":[92],"solution":[93],"bridging":[94],"efficiency":[96],"accuracy,":[99],"with":[100],"significant":[101],"potential.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}
