{"id":"https://openalex.org/W3136467361","doi":"https://doi.org/10.3390/s21061952","title":"Automated Segmentation of Infarct Lesions in T1-Weighted MRI Scans Using Variational Mode Decomposition and Deep Learning","display_name":"Automated Segmentation of Infarct Lesions in T1-Weighted MRI Scans Using Variational Mode Decomposition and Deep Learning","publication_year":2021,"publication_date":"2021-03-10","ids":{"openalex":"https://openalex.org/W3136467361","doi":"https://doi.org/10.3390/s21061952","mag":"3136467361","pmid":"https://pubmed.ncbi.nlm.nih.gov/33802223"},"language":"en","primary_location":{"id":"doi:10.3390/s21061952","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21061952","pdf_url":"https://www.mdpi.com/1424-8220/21/6/1952/pdf?version=1615793010","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/6/1952/pdf?version=1615793010","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000343733","display_name":"May Phu Paing","orcid":"https://orcid.org/0000-0002-5071-1535"},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"May Phu Paing","raw_affiliation_strings":["School of Engineering, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok 10520, Thailand","School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-5071-1535","affiliations":[{"raw_affiliation_string":"School of Engineering, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]},{"raw_affiliation_string":"School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036615556","display_name":"S. Tungjitkusolmun","orcid":"https://orcid.org/0000-0002-3938-6057"},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Supan Tungjitkusolmun","raw_affiliation_strings":["School of Engineering, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok 10520, Thailand","School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-3938-6057","affiliations":[{"raw_affiliation_string":"School of Engineering, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]},{"raw_affiliation_string":"School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037285458","display_name":"Toan Bui","orcid":"https://orcid.org/0000-0003-2449-5653"},"institutions":[{"id":"https://openalex.org/I1314466530","display_name":"Tokai University","ror":"https://ror.org/01p7qe739","country_code":"JP","type":"education","lineage":["https://openalex.org/I1314466530"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toan Huy Bui","raw_affiliation_strings":["Course of Science and Technology, Graduate School of Science and Technology, Tokai University, Tokyo 108-8619, Japan"],"raw_orcid":"https://orcid.org/0000-0003-2449-5653","affiliations":[{"raw_affiliation_string":"Course of Science and Technology, Graduate School of Science and Technology, Tokai University, Tokyo 108-8619, Japan","institution_ids":["https://openalex.org/I1314466530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026806152","display_name":"Sarinporn Visitsattapongse","orcid":"https://orcid.org/0009-0004-5890-6427"},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Sarinporn Visitsattapongse","raw_affiliation_strings":["School of Engineering, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok 10520, Thailand","School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]},{"raw_affiliation_string":"School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039448926","display_name":"Chuchart Pintavirooj","orcid":"https://orcid.org/0000-0003-4835-7474"},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Chuchart Pintavirooj","raw_affiliation_strings":["School of Engineering, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok 10520, Thailand","School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, King Mongkut\u2019s Institute of Technology Ladkrabang, Bangkok 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]},{"raw_affiliation_string":"School of Engineering, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand","institution_ids":["https://openalex.org/I91538806"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5026806152","https://openalex.org/A5039448926"],"corresponding_institution_ids":["https://openalex.org/I91538806"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.3675,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.88425365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"6","first_page":"1952","last_page":"1952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9987000226974487,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9919999837875366,"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":0.9894000291824341,"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/segmentation","display_name":"Segmentation","score":0.7253025770187378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7197544574737549},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5934932827949524},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5577241778373718},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4750157296657562},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.4727367162704468},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4663516581058502},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.4349377453327179},{"id":"https://openalex.org/keywords/s\u00f8rensen\u2013dice-coefficient","display_name":"S\u00f8rensen\u2013Dice coefficient","score":0.4145229160785675},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.40049242973327637},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3883686065673828},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1505424976348877},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13527992367744446}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7253025770187378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7197544574737549},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5934932827949524},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5577241778373718},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4750157296657562},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.4727367162704468},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4663516581058502},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.4349377453327179},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.4145229160785675},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.40049242973327637},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3883686065673828},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1505424976348877},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13527992367744446},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"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":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007238","descriptor_name":"Infarction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007238","descriptor_name":"Infarction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007238","descriptor_name":"Infarction","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s21061952","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21061952","pdf_url":"https://www.mdpi.com/1424-8220/21/6/1952/pdf?version=1615793010","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:33802223","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33802223","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:cdd8577bea6342088ff9ac751ca2c78d","is_oa":true,"landing_page_url":"https://doaj.org/article/cdd8577bea6342088ff9ac751ca2c78d","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 6, p 1952 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/6/1952/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21061952","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 6; Pages: 1952","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7999810","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7999810","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21061952","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21061952","pdf_url":"https://www.mdpi.com/1424-8220/21/6/1952/pdf?version=1615793010","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136467361.pdf","grobid_xml":"https://content.openalex.org/works/W3136467361.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W106533607","https://openalex.org/W1770510060","https://openalex.org/W1901129140","https://openalex.org/W1984810608","https://openalex.org/W2053555512","https://openalex.org/W2081295822","https://openalex.org/W2127289911","https://openalex.org/W2217077692","https://openalex.org/W2235915136","https://openalex.org/W2301358467","https://openalex.org/W2331803192","https://openalex.org/W2791723176","https://openalex.org/W2804460770","https://openalex.org/W2915266852","https://openalex.org/W2920989721","https://openalex.org/W2947678406","https://openalex.org/W2948346016","https://openalex.org/W2952539740","https://openalex.org/W2957267206","https://openalex.org/W2959321301","https://openalex.org/W2966967545","https://openalex.org/W2972923420","https://openalex.org/W2995423635","https://openalex.org/W3009071683","https://openalex.org/W3029253863","https://openalex.org/W3038010422","https://openalex.org/W3042519501","https://openalex.org/W3090902607","https://openalex.org/W3120505970","https://openalex.org/W6789064761"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2380939102","https://openalex.org/W154554909","https://openalex.org/W2072581623","https://openalex.org/W2011248322","https://openalex.org/W2157102420"],"abstract_inverted_index":{"Automated":[0],"segmentation":[1,54,105,117,147],"methods":[2,60],"are":[3,66],"critical":[4],"for":[5],"early":[6],"detection,":[7],"prompt":[8],"actions,":[9],"and":[10,16,51,61,135,167],"immediate":[11],"treatments":[12],"in":[13,71],"reducing":[14],"disability":[15],"death":[17],"risks":[18],"of":[19,58,102,118,123,159,165,173],"brain":[20,38,125],"infarction.":[21],"This":[22],"paper":[23],"aims":[24],"to":[25,31,55,83,98,114,133],"develop":[26,134],"a":[27,41,81,108,128],"fully":[28],"automated":[29,146],"method":[30,46],"segment":[32],"the":[33,44,85,100,103,137,144],"infarct":[34,86,119],"lesions":[35,87],"from":[36,88,127],"T1-weighted":[37],"scans.":[39],"As":[40],"key":[42],"novelty,":[43],"proposed":[45,97,138,145],"combines":[47],"variational":[48,75],"mode":[49,76],"decomposition":[50,77],"deep":[52],"learning-based":[53],"take":[56],"advantages":[57],"both":[59],"provide":[62,149],"better":[63],"results.":[64],"There":[65],"three":[67],"main":[68],"technical":[69],"contributions":[70],"this":[72],"paper.":[73],"First,":[74],"is":[78,96,112,131],"applied":[79],"as":[80],"pre-processing":[82],"discriminate":[84],"unwanted":[89],"non-infarct":[90],"tissues.":[91],"Second,":[92],"overlapped":[93],"patches":[94],"strategy":[95],"reduce":[99],"workload":[101],"deep-learning-based":[104],"task.":[106],"Finally,":[107],"three-dimensional":[109],"U-Net":[110],"model":[111],"developed":[113],"perform":[115],"patch-wise":[116],"lesions.":[120],"A":[121],"total":[122],"239":[124],"scans":[126],"public":[129],"dataset":[130],"utilized":[132],"evaluate":[136],"method.":[139],"Empirical":[140],"results":[141],"reveal":[142],"that":[143],"can":[148],"promising":[150],"performances":[151],"with":[152],"an":[153],"average":[154,168],"dice":[155],"similarity":[156],"coefficient":[157],"(DSC)":[158],"0.6684,":[160],"intersection":[161],"over":[162],"union":[163],"(IoU)":[164],"0.5022,":[166],"symmetric":[169],"surface":[170],"distance":[171],"(ASSD)":[172],"0.3932,":[174],"respectively.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}