{"id":"https://openalex.org/W4404628773","doi":"https://doi.org/10.1109/niles63360.2024.10753212","title":"The Effects of Diverse Brain MRI Modalities on Multiple Sclerosis Lesions Segmentation: Comprehensive Analysis","display_name":"The Effects of Diverse Brain MRI Modalities on Multiple Sclerosis Lesions Segmentation: Comprehensive Analysis","publication_year":2024,"publication_date":"2024-10-19","ids":{"openalex":"https://openalex.org/W4404628773","doi":"https://doi.org/10.1109/niles63360.2024.10753212"},"language":"en","primary_location":{"id":"doi:10.1109/niles63360.2024.10753212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/niles63360.2024.10753212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 6th Novel Intelligent and Leading Emerging Sciences Conference (NILES)","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/A5064125330","display_name":"Rezq Muhammed Thabet","orcid":"https://orcid.org/0009-0003-3079-9482"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Rezq Muhammed Thabet","raw_affiliation_strings":["Ain Shams University,Computer and Information Sciences,Scientific Computing Department,Cairo,Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Computer and Information Sciences,Scientific Computing Department,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052658526","display_name":"Dina Khattab","orcid":"https://orcid.org/0000-0003-1201-1789"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Dina Khattab","raw_affiliation_strings":["Ain Shams University,Computer and Information Sciences,Scientific Computing Department,Cairo,Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Computer and Information Sciences,Scientific Computing Department,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059446890","display_name":"Howida A. Shedeed","orcid":"https://orcid.org/0000-0003-3785-8740"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Howida A. Shedeed","raw_affiliation_strings":["Ain Shams University,Computer and Information Sciences,Scientific Computing Department,Cairo,Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Computer and Information Sciences,Scientific Computing Department,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069147424","display_name":"Maryam N. Al-Berry","orcid":"https://orcid.org/0000-0001-7424-5869"},"institutions":[{"id":"https://openalex.org/I107720978","display_name":"Ain Shams University","ror":"https://ror.org/00cb9w016","country_code":"EG","type":"education","lineage":["https://openalex.org/I107720978"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Maryam Al-Berry","raw_affiliation_strings":["Ain Shams University,Computer and Information Sciences,Scientific Computing Department,Cairo,Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams University,Computer and Information Sciences,Scientific Computing Department,Cairo,Egypt","institution_ids":["https://openalex.org/I107720978"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064125330"],"corresponding_institution_ids":["https://openalex.org/I107720978"],"apc_list":null,"apc_paid":null,"fwci":0.2631,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.59369862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"571","last_page":"576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7107999920845032,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.7107999920845032,"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/modalities","display_name":"Modalities","score":0.6689702272415161},{"id":"https://openalex.org/keywords/multiple-sclerosis","display_name":"Multiple sclerosis","score":0.6518828868865967},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5760532021522522},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5464864373207092},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5076791048049927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43688762187957764},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.4136374592781067},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.4132486581802368},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36539632081985474},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.2195909023284912},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2067309021949768}],"concepts":[{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6689702272415161},{"id":"https://openalex.org/C2780640218","wikidata":"https://www.wikidata.org/wiki/Q8277","display_name":"Multiple sclerosis","level":2,"score":0.6518828868865967},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5760532021522522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5464864373207092},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5076791048049927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43688762187957764},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.4136374592781067},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.4132486581802368},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36539632081985474},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2195909023284912},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2067309021949768},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/niles63360.2024.10753212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/niles63360.2024.10753212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 6th Novel Intelligent and Leading Emerging Sciences Conference (NILES)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1987869189","https://openalex.org/W2117340355","https://openalex.org/W2203963179","https://openalex.org/W2533800772","https://openalex.org/W2604830170","https://openalex.org/W2765961644","https://openalex.org/W2810024032","https://openalex.org/W2962914239","https://openalex.org/W2967750615","https://openalex.org/W3034681889","https://openalex.org/W3204149255","https://openalex.org/W4212875960","https://openalex.org/W4308610041","https://openalex.org/W4318035266","https://openalex.org/W4324128823","https://openalex.org/W4377565370","https://openalex.org/W4391514872","https://openalex.org/W6631190155","https://openalex.org/W6739901393","https://openalex.org/W6755207826","https://openalex.org/W6776685983","https://openalex.org/W6784333009","https://openalex.org/W6806578130","https://openalex.org/W6902762063"],"related_works":["https://openalex.org/W4385842477","https://openalex.org/W2185469136","https://openalex.org/W2775228109","https://openalex.org/W3176930657","https://openalex.org/W4394833138","https://openalex.org/W2139437222","https://openalex.org/W2770864300","https://openalex.org/W2055573962","https://openalex.org/W2327340211","https://openalex.org/W1976263376"],"abstract_inverted_index":{"Multiple":[0],"Sclerosis":[1],"(MS)":[2],"is":[3,19,107,111,118],"a":[4,31,112,131],"long-term":[5],"neurological":[6],"condition":[7],"that":[8,42,164],"significantly":[9,142,182],"impacts":[10],"the":[11,51,70,83,136,144,151,171,174,196],"spinal":[12],"cord":[13],"and":[14,38,54,96,114,117,162,173,190,207,213],"brain.":[15],"Diagnosis":[16],"of":[17,72,75,82,134,138,146,210],"MS":[18,103,147],"primarily":[20],"conducted":[21],"through":[22],"various":[23],"methods,":[24],"with":[25,64],"Magnetic":[26],"Resonance":[27],"Imaging":[28],"(MRI)":[29],"being":[30],"key":[32],"technique.":[33],"MRI":[34,56,62,106,139],"modalities":[35,86],"are":[36,78,87],"reliable":[37],"precise":[39],"diagnostic":[40],"tools":[41],"offer":[43],"clinicians":[44],"detailed":[45],"images,":[46],"revealing":[47],"vital":[48],"details":[49],"about":[50],"brain's":[52],"structure":[53],"function.":[55],"images":[57,76],"can":[58,141],"be":[59,170],"obtained":[60],"using":[61,150],"scanners,":[63],"different":[65,73],"settings.":[66],"This":[67],"yields":[68],"to":[69,121,169,178],"generation":[71],"types":[74],"which":[77],"called":[79],"sequences/modalities.":[80],"Some":[81],"most":[84,175],"popular":[85],"Proton":[88],"Density":[89],"weighted":[90],"(PDw),":[91],"T1-weighted":[92],"(T1w),":[93],"T2-weighted":[94],"(T2w),":[95],"Fluid":[97],"Attenuated":[98],"Inversion":[99],"Recovery":[100],"(FLAIR).":[101],"Diagnosing":[102],"from":[104],"brain":[105],"crucial":[108],"because":[109],"it":[110,181],"hard":[113],"time-intensive":[115],"process":[116,145],"particularly":[119],"susceptible":[120],"manual":[122],"or":[123],"human":[124],"error.":[125],"In":[126],"this":[127],"work,":[128],"we":[129],"conduct":[130],"comprehensive":[132],"analysis":[133],"how":[135],"choice":[137],"modality":[140,166],"affect":[143],"lesion":[148],"segmentation":[149,153],"proposed":[152],"methodology":[154],"based":[155],"on":[156],"UNETR":[157],"model.":[158],"The":[159],"study":[160],"showed":[161],"proved":[163],"FLAIR":[165,194],"shows":[167],"up":[168],"best":[172],"efficient":[176],"method":[177],"use":[179],"where":[180],"improves":[183],"all":[184],"evaluation":[185],"metrics":[186],"scores":[187,209],"than":[188],"Tlw":[189],"T2w":[191],"modalities.":[192],"Using":[193],"sequence":[195],"model":[197],"could":[198],"achieve":[199],"an":[200],"average":[201],"Dice":[202],"Similarity":[203],"Coefficient":[204],"(DSC),":[205],"sensitivity,":[206],"precision":[208],"78.1%,":[211],"56.9%,":[212],"62.1":[214],"%,":[215],"respectively.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}