{"id":"https://openalex.org/W2059633404","doi":"https://doi.org/10.1117/12.2043792","title":"Prediction of treatment response and metastatic disease in soft tissue sarcoma","display_name":"Prediction of treatment response and metastatic disease in soft tissue sarcoma","publication_year":2014,"publication_date":"2014-03-20","ids":{"openalex":"https://openalex.org/W2059633404","doi":"https://doi.org/10.1117/12.2043792","mag":"2059633404"},"language":"en","primary_location":{"id":"doi:10.1117/12.2043792","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2043792","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"},"type":"conference-paper","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/A5023093696","display_name":"Hamidreza Farhidzadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamidreza Farhidzadeh","raw_affiliation_strings":["Univ. of South Florida (United States)","University of South Florida, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of South Florida (United States)","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"University of South Florida, UNITED STATES","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102944058","display_name":"Mu Zhou","orcid":"https://orcid.org/0000-0001-5072-5630"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mu Zhou","raw_affiliation_strings":["Univ. of South Florida (United States)","University of South Florida, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of South Florida (United States)","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"University of South Florida, UNITED STATES","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053211631","display_name":"Dmitry B. Goldgof","orcid":"https://orcid.org/0000-0001-5461-863X"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dmitry B. Goldgof","raw_affiliation_strings":["Univ. of South Florida (United States)","University of South Florida, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of South Florida (United States)","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"University of South Florida, UNITED STATES","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000168449","display_name":"Lawrence Hall","orcid":"https://orcid.org/0000-0002-7898-8456"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lawrence O. Hall","raw_affiliation_strings":["Univ. of South Florida (United States)","University of South Florida, UNITED STATES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of South Florida (United States)","institution_ids":["https://openalex.org/I2613432"]},{"raw_affiliation_string":"University of South Florida, UNITED STATES","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108730280","display_name":"Meera Raghavan","orcid":null},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meera. Raghavan","raw_affiliation_strings":["H. Lee Moffitt Cancer Ctr. & Research Institute (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"H. Lee Moffitt Cancer Ctr. & Research Institute (United States)","institution_ids":["https://openalex.org/I3019308854"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032533490","display_name":"Robert A. Gatenby","orcid":"https://orcid.org/0000-0002-1621-1510"},"institutions":[{"id":"https://openalex.org/I3019308854","display_name":"Moffitt Cancer Center","ror":"https://ror.org/01xf75524","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I3019308854"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert A. Gatenby","raw_affiliation_strings":["H. Lee Moffitt Cancer Ctr. & Research Institute (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"H. Lee Moffitt Cancer Ctr. & Research Institute (United States)","institution_ids":["https://openalex.org/I3019308854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.2097,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.9894027,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9035","issue":null,"first_page":"903518","last_page":"903518"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10253","display_name":"Sarcoma Diagnosis and Treatment","score":1.0,"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/T10253","display_name":"Sarcoma Diagnosis and Treatment","score":1.0,"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/T11638","display_name":"Cardiac tumors and thrombi","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T10975","display_name":"Bone Tumor Diagnosis and Treatments","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/soft-tissue","display_name":"Soft tissue","score":0.6355918645858765},{"id":"https://openalex.org/keywords/soft-tissue-sarcoma","display_name":"Soft tissue sarcoma","score":0.6204347610473633},{"id":"https://openalex.org/keywords/sarcoma","display_name":"Sarcoma","score":0.5547048449516296},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.48137858510017395},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48079314827919006},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.3891808092594147},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.3495399057865143},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.323001503944397}],"concepts":[{"id":"https://openalex.org/C136948725","wikidata":"https://www.wikidata.org/wiki/Q1458306","display_name":"Soft tissue","level":2,"score":0.6355918645858765},{"id":"https://openalex.org/C2778629024","wikidata":"https://www.wikidata.org/wiki/Q720020","display_name":"Soft tissue sarcoma","level":3,"score":0.6204347610473633},{"id":"https://openalex.org/C2778256501","wikidata":"https://www.wikidata.org/wiki/Q223911","display_name":"Sarcoma","level":2,"score":0.5547048449516296},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.48137858510017395},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48079314827919006},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.3891808092594147},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3495399057865143},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.323001503944397}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2043792","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2043792","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1990368529","https://openalex.org/W2024781765","https://openalex.org/W2059902820","https://openalex.org/W2113076747","https://openalex.org/W2115622331","https://openalex.org/W2551773592","https://openalex.org/W4239510810","https://openalex.org/W6665404134"],"related_works":["https://openalex.org/W1898928116","https://openalex.org/W3043253825","https://openalex.org/W2411966289","https://openalex.org/W4380448608","https://openalex.org/W4319965185","https://openalex.org/W2525295234","https://openalex.org/W2150538964","https://openalex.org/W3112140615","https://openalex.org/W2110516926","https://openalex.org/W2399304731"],"abstract_inverted_index":{"Soft":[0],"tissue":[1,166],"sarcomas":[2],"(STS)":[3],"are":[4,43],"a":[5,107,227,232],"heterogenous":[6],"group":[7],"of":[8,12,22,26,29,46,52,66,126,137,157,174,190,197,206,213],"malignant":[9],"tumors":[10,198],"comprised":[11],"more":[13],"than":[14,179],"50":[15],"histologic":[16],"subtypes.":[17],"Based":[18],"on":[19,132,163,236],"spatial":[20,119],"variations":[21,87],"the":[23,27,64,89,99,115,133,140,155,158,185,188,193],"tumor,":[24],"predictions":[25],"development":[28],"necrosis":[30,164,240],"in":[31,63,88,167,187,192,231],"response":[32,156,216],"to":[33,40,113,153,160,176],"therapy":[34,161],"as":[35,37,48,50,104,150],"well":[36,49],"eventual":[38],"progression":[39,60],"metastatic":[41,171,209],"disease":[42,172,210],"made.":[44],"Optimization":[45],"treatment,":[47],"management":[51],"therapy-related":[53],"side":[54],"effects,":[55],"may":[56],"be":[57],"improved":[58],"using":[59],"information":[61],"earlier":[62],"course":[65],"therapy.":[67],"Multimodality":[68],"pre-":[69],"and":[70,80,106,129,170,200,211,245],"post-gadolinium":[71],"enhanced":[72],"magnetic":[73],"resonance":[74],"images":[75],"(MRI)":[76],"were":[77,92,102,123,148],"taken":[78],"before":[79,199],"after":[81,201],"treatment":[82,215,244],"for":[83],"30":[84,237],"patients.":[85],"Regional":[86],"tumor":[90,100,116,159,168,175],"bed":[91],"measured":[93],"quantitatively.":[94],"The":[95,121,181,220],"voxel":[96],"values":[97],"from":[98,139],"region":[101],"used":[103,112],"features":[105],"fuzzy":[108],"clustering":[109],"algorithm":[110],"was":[111,184,224],"segment":[114],"into":[117],"three":[118],"regions.":[120],"regions":[122,147,196],"given":[124],"labels":[125],"high,":[127],"intermediate":[128],"low":[130],"based":[131,162],"average":[134],"signal":[135],"intensity":[136,195],"pixels":[138,191],"post-contrast":[141],"T1":[142],"modality.":[143],"These":[144],"spatially":[145],"distinct":[146],"viewed":[149],"essential":[151],"meta-features":[152],"predict":[154],"(dead":[165],"bed)":[169],"(spread":[173],"sites":[177],"other":[178],"primary).":[180],"best":[182,221],"feature":[183],"difference":[186],"number":[189],"highest":[194],"treatment.":[202],"This":[203],"enabled":[204],"prediction":[205],"patients":[207],"with":[208],"lack":[212],"positive":[214],"(i.e.":[217],"less":[218],"necrosis).":[219],"accuracy,":[222],"73.33%,":[223],"achieved":[225],"by":[226],"Support":[228],"Vector":[229],"Machine":[230],"leave-one-out":[233],"cross":[234],"validation":[235],"cases":[238],"predicting":[239],"<":[241],"90%":[242],"post":[243],"metastasis.":[246]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
