{"id":"https://openalex.org/W4224300128","doi":"https://doi.org/10.1109/tmi.2022.3167788","title":"Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma","display_name":"Prior Knowledge-Aware Fusion Network for Prediction of Macrovascular Invasion in Hepatocellular Carcinoma","publication_year":2022,"publication_date":"2022-04-18","ids":{"openalex":"https://openalex.org/W4224300128","doi":"https://doi.org/10.1109/tmi.2022.3167788","pmid":"https://pubmed.ncbi.nlm.nih.gov/35436183"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2022.3167788","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2022.3167788","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/9906463/09758737.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/42/9906463/09758737.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Haoran Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haoran Lai","raw_affiliation_strings":["School of Biomedical Engineering, the Guangdong Provincial Key Laboratory of Medical Image Processing, and the Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the Guangdong Provincial Key Laboratory of Medical Image Processing, and the Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sirui Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]},{"id":"https://openalex.org/I4210105182","display_name":"Zhuhai People's Hospital","ror":"https://ror.org/01k1x3b35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105182"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sirui Fu","raw_affiliation_strings":["Zhuhai Interventional Medical Centre, Zhuhai People&#x2019;s Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhuhai Interventional Medical Centre, Zhuhai People&#x2019;s Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China","institution_ids":["https://openalex.org/I4210105182","https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jie Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]},{"id":"https://openalex.org/I4210105182","display_name":"Zhuhai People's Hospital","ror":"https://ror.org/01k1x3b35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105182"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["Department of Radiology, Zhuhai People&#x2019;s Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Zhuhai People&#x2019;s Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China","institution_ids":["https://openalex.org/I4210105182","https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jianyun Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianyun Cao","raw_affiliation_strings":["School of Biomedical Engineering, the Guangdong Provincial Key Laboratory of Medical Image Processing, and the Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the Guangdong Provincial Key Laboratory of Medical Image Processing, and the Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qianjin Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]},{"id":"https://openalex.org/I4210105182","display_name":"Zhuhai People's Hospital","ror":"https://ror.org/01k1x3b35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105182"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianjin Feng","raw_affiliation_strings":["Zhuhai Interventional Medical Centre, Zhuhai People&#x2019;s Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhuhai Interventional Medical Centre, Zhuhai People&#x2019;s Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China","institution_ids":["https://openalex.org/I4210105182","https://openalex.org/I159948400"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ligong Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I159948400","display_name":"Jinan University","ror":"https://ror.org/02xe5ns62","country_code":"CN","type":"education","lineage":["https://openalex.org/I159948400"]},{"id":"https://openalex.org/I4210105182","display_name":"Zhuhai People's Hospital","ror":"https://ror.org/01k1x3b35","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105182"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ligong Lu","raw_affiliation_strings":["Zhuhai Interventional Medical Centre, Zhuhai People&#x2019;s Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhuhai Interventional Medical Centre, Zhuhai People&#x2019;s Hospital (Zhuhai Hospital Affiliated with Jinan University), Zhuhai, China","institution_ids":["https://openalex.org/I4210105182","https://openalex.org/I159948400"]}]},{"author_position":"last","author":{"id":null,"display_name":"Meiyan Huang","orcid":"https://orcid.org/0000-0003-2138-9580"},"institutions":[{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyan Huang","raw_affiliation_strings":["School of Biomedical Engineering, the Guangdong Provincial Key Laboratory of Medical Image Processing, and the Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2138-9580","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, the Guangdong Provincial Key Laboratory of Medical Image Processing, and the Guangdong Province Engineering Laboratory for Medical Imaging and Diagnostic Technology, Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I58200834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I58200834"],"apc_list":null,"apc_paid":null,"fwci":2.2852,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.88842726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"41","issue":"10","first_page":"2644","last_page":"2657"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10073","display_name":"Hepatocellular Carcinoma Treatment and Prognosis","score":0.2700999975204468,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/T10073","display_name":"Hepatocellular Carcinoma Treatment and Prognosis","score":0.2700999975204468,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/T10862","display_name":"AI in cancer detection","score":0.14900000393390656,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.08810000121593475,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6520000100135803},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.6244999766349792},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5573999881744385},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.49959999322891235},{"id":"https://openalex.org/keywords/hepatocellular-carcinoma","display_name":"Hepatocellular carcinoma","score":0.48750001192092896},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44690001010894775},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42649999260902405},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.38359999656677246},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.36899998784065247}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6956999897956848},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6520000100135803},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.6244999766349792},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5573999881744385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5159000158309937},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.49959999322891235},{"id":"https://openalex.org/C2778019345","wikidata":"https://www.wikidata.org/wiki/Q1148337","display_name":"Hepatocellular carcinoma","level":2,"score":0.48750001192092896},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44690001010894775},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42649999260902405},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.38359999656677246},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.36899998784065247},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.3264000117778778},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.29030001163482666},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2842999994754791},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.28220000863075256},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.27469998598098755},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2651999890804291},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2639999985694885},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C3020402766","wikidata":"https://www.wikidata.org/wiki/Q104376712","display_name":"Prior information","level":2,"score":0.25220000743865967},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.2500999867916107}],"mesh":[{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008113","descriptor_name":"Liver Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D009385","descriptor_name":"Neoplastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009385","descriptor_name":"Neoplastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009385","descriptor_name":"Neoplastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2022.3167788","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2022.3167788","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/9906463/09758737.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:35436183","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35436183","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":"IEEE transactions on medical imaging","raw_type":null}],"best_oa_location":{"id":"doi:10.1109/tmi.2022.3167788","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tmi.2022.3167788","pdf_url":"https://ieeexplore.ieee.org/ielx7/42/9906463/09758737.pdf","source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1748012057","display_name":null,"funder_award_id":"2017YFA0205200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2492936174","display_name":null,"funder_award_id":"81974275","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4112529973","display_name":null,"funder_award_id":"201904010417","funder_id":"https://openalex.org/F4320335480","funder_display_name":"Guangzhou Municipal Science and Technology Project"},{"id":"https://openalex.org/G566861090","display_name":null,"funder_award_id":"2017YFA0205200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6333759923","display_name":null,"funder_award_id":"U1501256","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6898928974","display_name":null,"funder_award_id":"2021A1515012011","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G7713753447","display_name":null,"funder_award_id":"81601562","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8190370396","display_name":null,"funder_award_id":"201904010417","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335480","display_name":"Guangzhou Municipal Science and Technology Project","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224300128.pdf","grobid_xml":"https://content.openalex.org/works/W4224300128.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1965819399","https://openalex.org/W1966716734","https://openalex.org/W2062754964","https://openalex.org/W2065565905","https://openalex.org/W2079586464","https://openalex.org/W2100645706","https://openalex.org/W2109839555","https://openalex.org/W2112467442","https://openalex.org/W2150780222","https://openalex.org/W2194775991","https://openalex.org/W2324293645","https://openalex.org/W2528491735","https://openalex.org/W2549139847","https://openalex.org/W2752782242","https://openalex.org/W2801855844","https://openalex.org/W2918408501","https://openalex.org/W2921618780","https://openalex.org/W2932373953","https://openalex.org/W2946836652","https://openalex.org/W2962858109","https://openalex.org/W2963351448","https://openalex.org/W2963356165","https://openalex.org/W2963446712","https://openalex.org/W2963702064","https://openalex.org/W2968254841","https://openalex.org/W2979481854","https://openalex.org/W2983555388","https://openalex.org/W2984017204","https://openalex.org/W2990321943","https://openalex.org/W2996092187","https://openalex.org/W3014974815","https://openalex.org/W3025022288","https://openalex.org/W3033671339","https://openalex.org/W3036842464","https://openalex.org/W3096540902","https://openalex.org/W3106904274","https://openalex.org/W3128646645","https://openalex.org/W3131821960","https://openalex.org/W3158631207","https://openalex.org/W3158966024","https://openalex.org/W3197675242","https://openalex.org/W3204454773","https://openalex.org/W6637373629","https://openalex.org/W6738964360","https://openalex.org/W6739901393","https://openalex.org/W6762735450","https://openalex.org/W6763509872"],"related_works":[],"abstract_inverted_index":{"Macrovascular":[0],"invasion":[1],"(MaVI)":[2],"is":[3,37],"a":[4,76,91,121,132,162,191],"major":[5],"threat":[6],"to":[7,21,58,67,82,96,100,110,127],"survival":[8],"in":[9,49,87,104,143,199,215],"hepatocellular":[10],"carcinoma":[11],"(HCC),":[12],"which":[13,108,179,218],"should":[14],"be":[15,32],"treated":[16],"as":[17,19],"early":[18],"possible":[20],"ensure":[22],"safety":[23],"and":[24,44,113,136,155,194,210,222],"efficacy.":[25],"In":[26,71],"this":[27,72],"aspect,":[28],"MaVI":[29,35,85,235],"prediction":[30,36,86],"can":[31,176,180],"helpful.":[33],"However,":[34],"difficult":[38],"because":[39],"of":[40,47,117,131,207,224],"the":[41,105,144,152,182,205,220,227],"inter-class":[42],"similarity":[43],"intra-class":[45],"variation":[46],"HCC":[48],"computed":[50],"tomography":[51],"(CT)":[52],"images.":[53,89],"Moreover,":[54,204],"existing":[55],"methods":[56],"fail":[57],"include":[59],"clinical":[60],"priori":[61],"knowledge":[62],"associated":[63,138,150],"with":[64,139,151],"HCC,":[65],"leading":[66],"incomprehensive":[68],"information":[69,130,137],"extraction.":[70],"paper,":[73,217],"we":[74],"proposed":[75,186,228],"prior":[77,172],"knowledge-aware":[78],"fusion":[79,166],"network":[80,124,212],"(PKAFnet)":[81],"accurately":[83],"achieve":[84],"CT":[88],"First,":[90],"perception":[92,208],"module":[93,209],"was":[94,125,188,197],"presented":[95,214],"extract":[97],"features":[98,149],"related":[99],"tumor":[101,118,122,134,140,153,156],"marginal":[102],"heterogeneity":[103,142],"graph":[106],"domain,":[107],"contributed":[109],"rotation":[111],"invariance":[112],"captured":[114],"intensity":[115],"variations":[116],"margin.":[119],"Second,":[120],"segmentation":[123,211],"built":[126],"obtain":[128],"global":[129],"3D":[133],"image":[135,145],"internal":[141],"domain.":[146],"Finally,":[147],"multi-domain":[148,163],"margin":[154],"region":[157],"were":[158,213],"combined":[159],"by":[160,169],"using":[161],"attentional":[164],"feature":[165],"module.":[167],"Thus,":[168],"incorporating":[170],"MaVI-related":[171],"knowledge,":[173],"our":[174,216],"PKAFnet":[175,187],"alleviate":[177],"overfitting,":[178],"improve":[181],"discriminative":[183],"ability.":[184],"The":[185],"validated":[189],"on":[190],"multi-center":[192],"dataset,":[193],"remarkable":[195],"performance":[196],"achieved":[198],"an":[200],"independent":[201],"testing":[202],"set.":[203],"interpretability":[206],"illustrated":[219],"effectiveness":[221],"credibility":[223],"PKAFnet.":[225],"Therefore,":[226],"method":[229],"showed":[230],"great":[231],"application":[232],"potential":[233],"for":[234],"prediction.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2022-04-26T00:00:00"}
