乐胖代购免代理版

{"id":"https://openalex.org/W3010981366","doi":"https://doi.org/10.1049/iet-ipr.2019.1164","title":"Deep3DSCan: Deep residual network and morphological descriptor based framework forlung cancer classification and 3D segmentation","display_name":"Deep3DSCan: Deep residual network and morphological descriptor based framework forlung cancer classification and 3D segmentation","publication_year":2020,"publication_date":"2020-03-11","ids":{"openalex":"https://openalex.org/W3010981366","doi":"https://doi.org/10.1049/iet-ipr.2019.1164","mag":"3010981366"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1049/iet-ipr.2019.1164","pdf_url":"https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/iet-ipr.2019.1164","source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/iet-ipr.2019.1164","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027275085","display_name":"Gaurang Bansal","orcid":"https://orcid.org/0000-0003-2272-0941"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gaurang Bansal","raw_affiliation_strings":["Department of Computer Science, BITS Pilani, Pilani, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005020243","display_name":"Vinay Chamola","orcid":"https://orcid.org/0000-0002-6730-3060"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vinay Chamola","raw_affiliation_strings":["EEE Department, BITS Pilani, Pilani, India"],"affiliations":[{"raw_affiliation_string":"EEE Department, BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089824017","display_name":"Pratik Narang","orcid":"https://orcid.org/0000-0003-1865-3512"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pratik Narang","raw_affiliation_strings":["Department of Computer Science, BITS Pilani, Pilani, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101756238","display_name":"Subham Kumar","orcid":"https://orcid.org/0009-0003-8852-6436"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Subham Kumar","raw_affiliation_strings":["Department of Computer Science, BITS Pilani, Pilani, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050050882","display_name":"Sundaresan Raman","orcid":"https://orcid.org/0000-0003-4975-4121"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sundaresan Raman","raw_affiliation_strings":["Department of Computer Science, BITS Pilani, Pilani, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, BITS Pilani, Pilani, India","institution_ids":["https://openalex.org/I74796645"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5005020243"],"corresponding_institution_ids":["https://openalex.org/I74796645"],"apc_list":{"value":2000,"currency":"EUR","value_usd":2200,"provenance":"doaj"},"apc_paid":null,"fwci":6.427,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.999975,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"14","issue":"7","first_page":"1240","last_page":"1247"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9954,"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"}},"topics":[{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9954,"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/T10862","display_name":"AI in cancer detection","score":0.9951,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9946,"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/robustness","display_name":"Robustness","score":0.62055314}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.785852},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7784163},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7328193},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.62055314},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6127064},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.59541076},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.56821996},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.45571116},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.4221859},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.13250017},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09122002},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1049/iet-ipr.2019.1164","pdf_url":"https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/iet-ipr.2019.1164","source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1049/iet-ipr.2019.1164","pdf_url":"https://ietresearch.onlinelibrary.wiley.com/doi/pdfdirect/10.1049/iet-ipr.2019.1164","source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"score":0.88,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":46,"referenced_works":["https://openalex.org/W1487583988","https://openalex.org/W1512976536","https://openalex.org/W1516595210","https://openalex.org/W1815076433","https://openalex.org/W1832115302","https://openalex.org/W1898227994","https://openalex.org/W1901129140","https://openalex.org/W1932847118","https://openalex.org/W1963126521","https://openalex.org/W1965479476","https://openalex.org/W1966847100","https://openalex.org/W1983969827","https://openalex.org/W1986649315","https://openalex.org/W2016672701","https://openalex.org/W2023753684","https://openalex.org/W2035107885","https://openalex.org/W2054540100","https://openalex.org/W2100556411","https://openalex.org/W2101228416","https://openalex.org/W2109711012","https://openalex.org/W2115646671","https://openalex.org/W2128865943","https://openalex.org/W2129812935","https://openalex.org/W2136177244","https://openalex.org/W2148143831","https://openalex.org/W2154129083","https://openalex.org/W2160764363","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2315075631","https://openalex.org/W2341745217","https://openalex.org/W2345421812","https://openalex.org/W2396021833","https://openalex.org/W2751924564","https://openalex.org/W2774479194","https://openalex.org/W2806854446","https://openalex.org/W2890127379","https://openalex.org/W2895825266","https://openalex.org/W2911415265","https://openalex.org/W2917837889","https://openalex.org/W2962914239","https://openalex.org/W3015348706","https://openalex.org/W3098977020","https://openalex.org/W3135003295","https://openalex.org/W4235088152","https://openalex.org/W632823723"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W3209312100","https://openalex.org/W2949601986","https://openalex.org/W2925692864","https://openalex.org/W2788972299","https://openalex.org/W2729981612","https://openalex.org/W2560215812","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W1522196789"],"abstract_inverted_index":{"With":[0],"the":[1,15,66,83,115,144,157,163,165,175,187],"increasing":[2],"incidence":[3],"rate":[4],"of":[5,21,86,93,118,124,170,184],"lung":[6,104],"cancer":[7,105,150],"patients,":[8],"early":[9],"diagnosis":[10],"could":[11],"help":[12],"in":[13,51],"reducing":[14],"mortality":[16],"rate.":[17],"However,":[18,73],"accurate":[19],"recognition":[20],"cancerous":[22],"lesions":[23],"is":[24,191,195],"immensely":[25],"challenging":[26],"owing":[27],"to":[28,58,68,77,82],"factors":[29],"such":[30],"as":[31],"low":[32],"contrast":[33],"variation,":[34],"heterogeneity":[35],"and":[36,41,65,89,107,129,139],"visual":[37],"similarity":[38],"between":[39],"benign":[40],"malignant":[42],"nodules.":[43],"Deep":[44],"learning":[45],"techniques":[46],"have":[47],"been":[48],"very":[49],"effective":[50],"performing":[52],"natural":[53],"image":[54],"segmentation":[55,106,112],"with":[56],"robustness":[57],"previously":[59],"unseen":[60],"situations,":[61],"reasonable":[62],"scale":[63],"invariance":[64],"ability":[67],"detect":[69],"even":[70],"minute":[71],"differences.":[72],"they":[74],"usually":[75],"fail":[76],"learn":[78],"domain-specific":[79],"features":[80,128,146],"due":[81],"limited":[84],"amount":[85],"available":[87,159],"data":[88],"domain":[90],"agnostic":[91],"nature":[92],"these":[94],"techniques.":[95],"This":[96],"work":[97],"presents":[98],"an":[99,168,182],"ensemble":[100],"framework":[101],"Deep3DSCan":[102],"for":[103,149],"classification.":[108,151],"The":[109,126,152],"deep":[110,127],"3D":[111,116],"network":[113,138],"generates":[114],"volume":[117],"interest":[119],"from":[120],"computed":[121],"tomography":[122],"scans":[123],"patients.":[125],"handcrafted":[130],"descriptors":[131],"are":[132,147],"extracted":[133],"using":[134],"a":[135],"fine-tuned":[136],"residual":[137],"morphological":[140],"techniques,":[141],"respectively.":[142],"Finally,":[143],"fused":[145],"used":[148],"experiments":[153],"were":[154],"conducted":[155],"on":[156],"publicly":[158],"LUNA16":[160],"dataset.":[161],"For":[162,186],"segmentation,":[164],"authors":[166],"achieved":[167,181],"accuracy":[169,183],"0.927,":[171],"significant":[172],"improvement":[173],"over":[174],"template":[176],"matching":[177],"technique,":[178],"which":[179],"had":[180],"0.927.":[185],"detection,":[188],"previous":[189],"state-of-the-art":[190],"0.866,":[192],"while":[193],"ours":[194],"0.883.":[196]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3010981366","counts_by_year":[{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":19},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":4}],"updated_date":"2024-12-12T18:15:51.026607","created_date":"2020-03-23"}