{"id":"https://openalex.org/W2693588952","doi":"https://doi.org/10.1109/isbi.2017.7950629","title":"A generalized MRI-based CAD system for functional assessment of renal transplant","display_name":"A generalized MRI-based CAD system for functional assessment of renal transplant","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2693588952","doi":"https://doi.org/10.1109/isbi.2017.7950629","mag":"2693588952"},"language":"en","primary_location":{"id":"doi:10.1109/isbi.2017.7950629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2017.7950629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)","raw_type":"proceedings-article"},"type":"article","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/A5003428654","display_name":"Fahmi Khalifa","orcid":"https://orcid.org/0000-0003-3318-2851"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]},{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG","US"],"is_corresponding":false,"raw_author_name":"Fahmi Khalifa","raw_affiliation_strings":["Bioengineering Department, University of Louisville, Louisville, KY, USA","Electronics and Communication Engineering Department, Mansoura University, Mansoura, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]},{"raw_affiliation_string":"Electronics and Communication Engineering Department, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004006894","display_name":"Mohamed Shehata","orcid":"https://orcid.org/0000-0001-6640-6183"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Shehata","raw_affiliation_strings":["Bioengineering Department, University of Louisville, Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013054530","display_name":"Ahmed Soliman","orcid":"https://orcid.org/0000-0002-1931-3416"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Soliman","raw_affiliation_strings":["Bioengineering Department, University of Louisville, Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083099298","display_name":"Mohamed Abou El\u2010Ghar","orcid":"https://orcid.org/0000-0003-2713-4394"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Abou El-Ghar","raw_affiliation_strings":["Radiology Department, Mansoura University, Mansoura, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radiology Department, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102858124","display_name":"Tarek El\u2010Diasty","orcid":"https://orcid.org/0000-0002-2783-0851"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Tarek El-Diasty","raw_affiliation_strings":["Radiology Department, Mansoura University, Mansoura, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radiology Department, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019566817","display_name":"Amy C. Dwyer","orcid":null},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy C. Dwyer","raw_affiliation_strings":["Kidney Transplantation-Kidney Disease Center, University of Louisville, Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kidney Transplantation-Kidney Disease Center, University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019125200","display_name":"Moumen El-Melegy","orcid":"https://orcid.org/0000-0003-0146-5515"},"institutions":[{"id":"https://openalex.org/I91041137","display_name":"Assiut University","ror":"https://ror.org/01jaj8n65","country_code":"EG","type":"education","lineage":["https://openalex.org/I91041137"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Moumen El-Melegy","raw_affiliation_strings":["Department of Electrical Engineering, Assiut University, Assiut, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Assiut University, Assiut, Egypt","institution_ids":["https://openalex.org/I91041137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114377140","display_name":"Georgy Gimel\u2019farb","orcid":"https://orcid.org/0000-0003-2120-9391"},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Georgy Gimel'farb","raw_affiliation_strings":["Department of Computer Science, University of Auckland, Auckland, NEW Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Auckland, Auckland, NEW Zealand","institution_ids":["https://openalex.org/I154130895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043602973","display_name":"Robert Keynton","orcid":"https://orcid.org/0000-0001-5581-0500"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Keynton","raw_affiliation_strings":["University of Louisville, Louisville, KY, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Louisville, Louisville, KY, US","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075057705","display_name":"Ayman El\u2010Baz","orcid":"https://orcid.org/0000-0001-7264-1323"},"institutions":[{"id":"https://openalex.org/I142740786","display_name":"University of Louisville","ror":"https://ror.org/01ckdn478","country_code":"US","type":"education","lineage":["https://openalex.org/I142740786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ayman El-Baz","raw_affiliation_strings":["Bioengineering Department, University of Louisville, Louisville, KY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bioengineering Department, University of Louisville, Louisville, KY, USA","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5355,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.8237212,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"758","last_page":"761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11885","display_name":"MRI in cancer diagnosis","score":0.9998000264167786,"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/T11885","display_name":"MRI in cancer diagnosis","score":0.9998000264167786,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9975000023841858,"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/T12552","display_name":"Fetal and Pediatric Neurological Disorders","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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/cad","display_name":"CAD","score":0.7729172110557556},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.6978276968002319},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5630865693092346},{"id":"https://openalex.org/keywords/dynamic-contrast-enhanced-mri","display_name":"Dynamic contrast-enhanced MRI","score":0.5265793204307556},{"id":"https://openalex.org/keywords/renal-transplant","display_name":"Renal transplant","score":0.5118240714073181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4966943860054016},{"id":"https://openalex.org/keywords/renal-function","display_name":"Renal function","score":0.45017194747924805},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4309498071670532},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.42936909198760986},{"id":"https://openalex.org/keywords/diffusion-mri","display_name":"Diffusion MRI","score":0.42297104001045227},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.41883155703544617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4120684564113617},{"id":"https://openalex.org/keywords/real-time-mri","display_name":"Real-time MRI","score":0.41081076860427856},{"id":"https://openalex.org/keywords/transplantation","display_name":"Transplantation","score":0.37351739406585693},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16997602581977844}],"concepts":[{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.7729172110557556},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6978276968002319},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5630865693092346},{"id":"https://openalex.org/C41727105","wikidata":"https://www.wikidata.org/wiki/Q17009718","display_name":"Dynamic contrast-enhanced MRI","level":3,"score":0.5265793204307556},{"id":"https://openalex.org/C2992666275","wikidata":"https://www.wikidata.org/wiki/Q740909","display_name":"Renal transplant","level":3,"score":0.5118240714073181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4966943860054016},{"id":"https://openalex.org/C159641895","wikidata":"https://www.wikidata.org/wiki/Q108377937","display_name":"Renal function","level":2,"score":0.45017194747924805},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4309498071670532},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.42936909198760986},{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.42297104001045227},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.41883155703544617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4120684564113617},{"id":"https://openalex.org/C157787499","wikidata":"https://www.wikidata.org/wiki/Q13479657","display_name":"Real-time MRI","level":3,"score":0.41081076860427856},{"id":"https://openalex.org/C2911091166","wikidata":"https://www.wikidata.org/wiki/Q106419912","display_name":"Transplantation","level":2,"score":0.37351739406585693},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16997602581977844},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi.2017.7950629","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi.2017.7950629","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1554698203","https://openalex.org/W1568539292","https://openalex.org/W1574330558","https://openalex.org/W1858871590","https://openalex.org/W1963669327","https://openalex.org/W1973871881","https://openalex.org/W1976863536","https://openalex.org/W1986430315","https://openalex.org/W2011674921","https://openalex.org/W2019628175","https://openalex.org/W2047388139","https://openalex.org/W2084518128","https://openalex.org/W2091177568","https://openalex.org/W2100495367","https://openalex.org/W2104443849","https://openalex.org/W2113899939","https://openalex.org/W2117340355","https://openalex.org/W2152157174","https://openalex.org/W2153689550","https://openalex.org/W2155907407","https://openalex.org/W2170949560","https://openalex.org/W2295354706","https://openalex.org/W2314284553","https://openalex.org/W2426225900","https://openalex.org/W2502689631","https://openalex.org/W2524401806","https://openalex.org/W2525081227","https://openalex.org/W2552808116","https://openalex.org/W2614384051","https://openalex.org/W6639101058","https://openalex.org/W6727760836","https://openalex.org/W6737812783"],"related_works":["https://openalex.org/W1964707821","https://openalex.org/W2999611551","https://openalex.org/W2137936970","https://openalex.org/W2914471893","https://openalex.org/W4290078083","https://openalex.org/W3146027539","https://openalex.org/W2772609655","https://openalex.org/W2484429163","https://openalex.org/W3026139742","https://openalex.org/W3163954017"],"abstract_inverted_index":{"In":[0,60],"recent":[1],"years,":[2],"magnetic":[3],"resonance":[4],"imaging":[5],"(MRI)":[6],"has":[7,125],"been":[8,126],"explored":[9],"for":[10,25,111,155,179],"non-invasive":[11,176],"assessment":[12,27],"of":[13,28,95,114,131,153,168],"renal":[14,29,180],"transplant":[15,30,115,181],"function.":[16],"This":[17],"paper":[18],"proposes":[19],"a":[20,86,118,129,140,174],"computer-aided":[21],"diagnostic":[22,177],"(CAD)":[23],"system":[24,124,172],"the":[26,64,80,112,166,169],"status,":[31],"which":[32],"integrates":[33],"both":[34,156],"clinical":[35,103],"and":[36,93,107,136,143,158],"MRI-derived":[37],"biomarkers.":[38,97],"The":[39],"latter":[40],"are":[41,100],"derived":[42],"from":[43,146],"either":[44],"3D":[45],"(2D":[46],"+":[47,55],"time)":[48],"dynamic":[49],"contrast-enhanced":[50],"MRI":[51,75],"or":[52],"4D":[53],"(3D":[54],"b-value)":[56],"diffusion-weighted":[57],"(DW)":[58],"MRI.":[59],"order":[61],"to":[62,78],"extract":[63],"MRI-based":[65],"biomarkers,":[66],"our":[67],"framework":[68],"performs":[69],"multiple":[70],"image":[71],"processing":[72],"steps,":[73],"including":[74],"data":[76,160],"alignment":[77],"handle":[79],"motion":[81,91],"effects,":[82],"kidney":[83],"segmentation":[84],"using":[85,117,139],"geometric":[87],"deformable":[88],"model,":[89],"local":[90],"correction,":[92],"estimation":[94],"image-based":[96],"These":[98,162],"biomarkers":[99,104],"fused":[101],"with":[102,149],"(creatinine":[105],"clearance":[106],"serum":[108],"plasma":[109],"creatinine)":[110],"classification":[113],"status":[116],"machine":[119],"learning":[120],"classifier.":[121],"Our":[122],"CAD":[123,171],"tested":[127],"on":[128],"cohort":[130],"100":[132],"subjects":[133],"(50":[134],"DCE-MRI":[135,157],"50":[137],"DW-MRI)":[138],"\u201cleave-one-subject-out\u201d":[141],"approach":[142],"distinguished":[144],"rejection":[145],"non-rejection":[147],"transplants":[148],"an":[150],"overall":[151],"accuracy":[152],"98%":[154],"DW-MRI":[159],"sets.":[161],"preliminary":[163],"results":[164],"demonstrate":[165],"promise":[167],"proposed":[170],"as":[173],"reliable":[175],"tool":[178],"assessment.":[182]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
