{"id":"https://openalex.org/W4402916489","doi":"https://doi.org/10.1109/icip51287.2024.10647398","title":"A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis","display_name":"A Novel Approach for 3D Renal Segmentation Using a Modified GAN Model and Texture Analysis","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402916489","doi":"https://doi.org/10.1109/icip51287.2024.10647398"},"language":"en","primary_location":{"id":"doi:10.1109/icip51287.2024.10647398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","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/A5078511471","display_name":"Israa Sharaby","orcid":"https://orcid.org/0000-0003-2287-3315"},"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":true,"raw_author_name":"Israa Sharaby","raw_affiliation_strings":["University of Louisville,Bioengineering Department,Louisville,KY,USA,40292"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Bioengineering Department,Louisville,KY,USA,40292","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066446777","display_name":"Ahmed Alksas","orcid":"https://orcid.org/0000-0001-9409-931X"},"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 Alksas","raw_affiliation_strings":["University of Louisville,Bioengineering Department,Louisville,KY,USA,40292"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Bioengineering Department,Louisville,KY,USA,40292","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066303253","display_name":"Hossam Magdy Balaha","orcid":"https://orcid.org/0000-0002-0686-4411"},"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":"Hossam Magdy Balaha","raw_affiliation_strings":["University of Louisville,Bioengineering Department,Louisville,KY,USA,40292"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Bioengineering Department,Louisville,KY,USA,40292","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014797846","display_name":"Ali Mahmoud","orcid":"https://orcid.org/0000-0003-2557-9699"},"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":"Ali Mahmoud","raw_affiliation_strings":["University of Louisville,Bioengineering Department,Louisville,KY,USA,40292"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Bioengineering Department,Louisville,KY,USA,40292","institution_ids":["https://openalex.org/I142740786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111682730","display_name":"Mohammed Badawy","orcid":null},"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":"Mohammed Badawy","raw_affiliation_strings":["Mansoura University,Urology and Nephrology Center,Radiology Department,Mansoura,Egypt,35516"],"affiliations":[{"raw_affiliation_string":"Mansoura University,Urology and Nephrology Center,Radiology Department,Mansoura,Egypt,35516","institution_ids":["https://openalex.org/I159247623"]}]},{"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":["Mansoura University,Urology and Nephrology Center,Radiology Department,Mansoura,Egypt,35516"],"affiliations":[{"raw_affiliation_string":"Mansoura University,Urology and Nephrology Center,Radiology Department,Mansoura,Egypt,35516","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074885987","display_name":"Ashraf Khalil","orcid":"https://orcid.org/0000-0003-1584-8525"},"institutions":[{"id":"https://openalex.org/I91044093","display_name":"Zayed University","ror":"https://ror.org/03snqfa66","country_code":"AE","type":"education","lineage":["https://openalex.org/I91044093"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ashraf Khalil","raw_affiliation_strings":["Zayed University,College of Technological Innovation,Abu Dhabi,United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Zayed University,College of Technological Innovation,Abu Dhabi,United Arab Emirates","institution_ids":["https://openalex.org/I91044093"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020634024","display_name":"Mohammed Ghazal","orcid":"https://orcid.org/0000-0002-9045-6698"},"institutions":[{"id":"https://openalex.org/I117222138","display_name":"Abu Dhabi University","ror":"https://ror.org/01r3kjq03","country_code":"AE","type":"education","lineage":["https://openalex.org/I117222138"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohammed Ghazal","raw_affiliation_strings":["Abu Dhabi University,Electrical, Computer,,Biomedical Engineering Depatrment,Abu Dhabi,UAE"],"affiliations":[{"raw_affiliation_string":"Abu Dhabi University,Electrical, Computer,,Biomedical Engineering Depatrment,Abu Dhabi,UAE","institution_ids":["https://openalex.org/I117222138"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071355428","display_name":"Sohail Contractor","orcid":"https://orcid.org/0000-0002-4809-8890"},"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":"Sohail Contractor","raw_affiliation_strings":["University of Louisville,Department of Radiology,Louisville,KY,USA"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Department of Radiology,Louisville,KY,USA","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":["University of Louisville,Bioengineering Department,Louisville,KY,USA,40292"],"affiliations":[{"raw_affiliation_string":"University of Louisville,Bioengineering Department,Louisville,KY,USA,40292","institution_ids":["https://openalex.org/I142740786"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5078511471"],"corresponding_institution_ids":["https://openalex.org/I142740786"],"apc_list":null,"apc_paid":null,"fwci":0.8591,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75416161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3151","last_page":"3157"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.8281999826431274,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.8281999826431274,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.8080000281333923,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.7739999890327454,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.6809078454971313},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.641325831413269},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.5902019739151001},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.550334095954895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5021216869354248},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.47790560126304626},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.448302686214447},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3736581802368164},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10981592535972595}],"concepts":[{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.6809078454971313},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.641325831413269},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.5902019739151001},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.550334095954895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5021216869354248},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.47790560126304626},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.448302686214447},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3736581802368164},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10981592535972595}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip51287.2024.10647398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip51287.2024.10647398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1554698203","https://openalex.org/W2511037800","https://openalex.org/W2774320778","https://openalex.org/W2963073614","https://openalex.org/W2971345637","https://openalex.org/W3033511611","https://openalex.org/W3185485044","https://openalex.org/W4210873086","https://openalex.org/W4221034033","https://openalex.org/W4296995864","https://openalex.org/W4318588111","https://openalex.org/W4362669144","https://openalex.org/W4383532845","https://openalex.org/W4386332864","https://openalex.org/W4386362576","https://openalex.org/W4386362578","https://openalex.org/W4386597310","https://openalex.org/W4386754597"],"related_works":["https://openalex.org/W4360784979","https://openalex.org/W1522196789","https://openalex.org/W3017192027","https://openalex.org/W2204605857","https://openalex.org/W2044270176","https://openalex.org/W1996489018","https://openalex.org/W2120981610","https://openalex.org/W2007664797","https://openalex.org/W3129669851","https://openalex.org/W2374828682"],"abstract_inverted_index":{"This":[0],"paper":[1],"introduces":[2],"a":[3,27,57,121],"novel":[4],"framework":[5,18,58,175],"for":[6,23,73,84,93,113,168,200],"renal":[7,15,164,201],"segmentation":[8,199],"of":[9,14,43,91,110,133,137],"kidney":[10,38,62,95,100,115],"transplant":[11],"patients":[12],"suspected":[13],"rejection.":[16],"The":[17,173,190],"applies":[19],"image":[20],"processing":[21],"techniques":[22],"texture":[24,63],"analysis":[25],"utilizing":[26],"modified":[28,170],"Pix":[29,31],"2":[30],"GAN":[32,171],"model":[33],"to":[34,76,80,96,140,154],"capture":[35],"the":[36,41,61,70,89,94,99,104,108,111,114,124,127,131,134,138,142,146,151,156,163,169],"varied":[37],"shapes":[39],"in":[40,197],"dataset":[42,125,165],"36":[44],"subject":[45],"volumes":[46],"acquired":[47],"using":[48,107,126],"BOLD":[49],"MRI":[50],"scans.":[51],"For":[52],"this":[53],"problem,":[54],"we":[55],"built":[56],"that":[59],"analyzes":[60],"based":[64],"on":[65,98],"four":[66],"steps:":[67],"(i)":[68],"calculate":[69,103],"average":[71,132,178],"CDF":[72,78],"each":[74],"case":[75],"map":[77],"values":[79,136],"their":[81],"corresponding":[82],"intensities":[83],"contrast":[85],"enhancement":[86],"(ii)":[87],"extract":[88],"region":[90],"interest":[92],"focus":[97],"structure,":[101],"(iii)":[102],"probability":[105],"maps":[106],"histograms":[109],"contours":[112],"and":[116,180,186],"non-kidney":[117],"regions,":[118],"(iv)":[119],"Create":[120],"common-layer":[122],"across":[123],"masks":[128],"by":[129],"calculating":[130],"pixel":[135],"images":[139],"accommodate":[141],"shared":[143],"information":[144,161],"within":[145],"mask":[147],"images.":[148],"Finally,":[149],"stack":[150],"three":[152],"layers":[153],"have":[155],"RGB":[157],"channels":[158],"contain":[159],"relevant":[160],"about":[162],"as":[166],"input":[167],"model.":[172],"proposed":[174],"achieved":[176],"an":[177],"accuracy":[179],"Dice":[181],"Similarity":[182],"Coefficient:":[183],"$90.3":[184],"\\%$,":[185,188],"$83.1":[187],"respectively.":[189],"framework\u2019s":[191],"primary":[192],"results":[193],"underscore":[194],"its":[195],"efficiency":[196],"providing":[198],"diagnosis.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
