{"id":"https://openalex.org/W2939646293","doi":"https://doi.org/10.1109/access.2019.2909583","title":"Fast and Accurate Feature Extraction-Based Segmentation Framework for Spinal Cord Injury Severity Classification","display_name":"Fast and Accurate Feature Extraction-Based Segmentation Framework for Spinal Cord Injury Severity Classification","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2939646293","doi":"https://doi.org/10.1109/access.2019.2909583","mag":"2939646293"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2909583","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2909583","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08688419.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08688419.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108132905","display_name":"Sk Hasane Ahammad","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"SK. Hasane Ahammad","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026061150","display_name":"V. Rajesh","orcid":"https://orcid.org/0000-0001-5630-5637"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Rajesh","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112598816","display_name":"Md. Z\u0131a Ur Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"MD. Zia Ur Rahman","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Koneru Lakshmaiah Education Foundation, Guntur, India","institution_ids":["https://openalex.org/I875944469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108132905"],"corresponding_institution_ids":["https://openalex.org/I875944469"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.541,"has_fulltext":true,"cited_by_count":59,"citation_normalized_percentile":{"value":0.93129074,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"46092","last_page":"46103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9918000102043152,"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":0.9918000102043152,"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"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.9758999943733215,"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"}},{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9666000008583069,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/segmentation","display_name":"Segmentation","score":0.7914118766784668},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7191718220710754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7047887444496155},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.637890100479126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6131521463394165},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.54981529712677},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5123461484909058},{"id":"https://openalex.org/keywords/spinal-cord-injury","display_name":"Spinal cord injury","score":0.4425903856754303},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4412339925765991},{"id":"https://openalex.org/keywords/spinal-cord","display_name":"Spinal cord","score":0.28550368547439575},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15454238653182983}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7914118766784668},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7191718220710754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7047887444496155},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.637890100479126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6131521463394165},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.54981529712677},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5123461484909058},{"id":"https://openalex.org/C2778334475","wikidata":"https://www.wikidata.org/wiki/Q1415275","display_name":"Spinal cord injury","level":3,"score":0.4425903856754303},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4412339925765991},{"id":"https://openalex.org/C2780775167","wikidata":"https://www.wikidata.org/wiki/Q9606","display_name":"Spinal cord","level":2,"score":0.28550368547439575},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15454238653182983},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":2,"locations":[{"id":"doi:10.1109/access.2019.2909583","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2909583","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08688419.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dd87d75eabbe415e8add932c5ebd8e8e","is_oa":true,"landing_page_url":"https://doaj.org/article/dd87d75eabbe415e8add932c5ebd8e8e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 46092-46103 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2909583","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2909583","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08688419.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.4399999976158142,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2939646293.pdf","grobid_xml":"https://content.openalex.org/works/W2939646293.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W100343635","https://openalex.org/W1963974799","https://openalex.org/W1984060448","https://openalex.org/W2032864679","https://openalex.org/W2056661748","https://openalex.org/W2474448671","https://openalex.org/W2517312321","https://openalex.org/W2528727157","https://openalex.org/W2552163569","https://openalex.org/W2589233518","https://openalex.org/W2590309799","https://openalex.org/W2599182484","https://openalex.org/W2606234828","https://openalex.org/W2625302789","https://openalex.org/W2669186309","https://openalex.org/W2757003988","https://openalex.org/W2760930079","https://openalex.org/W2773291957","https://openalex.org/W2773397026","https://openalex.org/W2789649215","https://openalex.org/W2789854811","https://openalex.org/W2790510783","https://openalex.org/W2793399378","https://openalex.org/W2802014249","https://openalex.org/W2802255005","https://openalex.org/W2802449000","https://openalex.org/W2805553639","https://openalex.org/W2889134669","https://openalex.org/W2890598822","https://openalex.org/W2891074550","https://openalex.org/W2892295558","https://openalex.org/W6751355394"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Detection":[0],"of":[1,8,20,29,58,76,158,230],"spinal":[2,21,30,59,188],"cord":[3,22,31,60,189],"injury":[4,160],"(SCI)":[5],"is":[6,33,152,183,221],"one":[7],"the":[9,17,51,56,74,77,92,118,130,134,156,159,164,168,175,187,197,203,218,225],"major":[10],"problems":[11],"in":[12,38,95,104,117,133,228],"MRI":[13],"images":[14],"to":[15,36,90,111,126,138,143,154,162,185],"detect":[16,129],"affected":[18,135],"portion":[19],"regions":[23,171,190],"using":[24],"feature":[25,199],"sets.":[26],"Automatic":[27,65],"detection":[28,57],"atrophy":[32,61],"complex":[34],"due":[35,110,137],"change":[37],"structure,":[39],"size,":[40],"and":[41,47,62,67,84,115,128,161,172,235],"white":[42,48],"matter.":[43],"Delineating":[44],"gray":[45],"matter":[46,49],"are":[50,69,88],"essential":[52],"factors":[53],"that":[54,217],"influence":[55],"its":[63],"severity.":[64],"segmentation":[66,86,101,113],"classification":[68,123,150,194,201],"accurate":[70],"methods":[71,87,124],"for":[72,191,211],"detecting":[73],"severity":[75,131,157],"SCI.":[78],"Hierarchical":[79],"segmentation,":[80,82],"partitioning":[81],"graph,":[83],"watershed":[85],"used":[89,184],"find":[91,155],"SCI":[93,212],"segments":[94],"static":[96],"fixed":[97],"positions.":[98],"Also,":[99],"these":[100,122,145],"models":[102],"result":[103],"a":[105,147,178],"high":[106],"false":[107],"positive":[108,232],"rate":[109,233],"over":[112,139,169],"features":[114],"noise":[116],"segmented":[119,170],"regions.":[120],"Furthermore,":[121],"fail":[125],"segment":[127,186],"level":[132],"region":[136],"segmentation.":[140],"In":[141,174],"order":[142],"overcome":[144],"issues,":[146],"novel":[148],"segment-based":[149],"model":[151,220],"required":[153],"predict":[163],"disease":[165],"patterns":[166],"on":[167],"features.":[173],"present":[176,219],"model,":[177],"hybrid":[179],"image":[180],"threshold":[181],"technique":[182],"non-linear":[192,206],"SVM":[193,207],"approach.":[195],"Among":[196],"traditional":[198],"segmentation-based":[200],"models,":[202],"proposed":[204],"threshold-based":[205],"has":[208],"better":[209],"accuracy":[210,236],"detection.":[213],"The":[214],"results":[215],"proved":[216],"more":[222],"efficient":[223],"than":[224],"earlier":[226],"approaches":[227],"terms":[229],"true":[231],"(TP=0.9783)":[234],"(0.9683).":[237]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
