{"id":"https://openalex.org/W1960760708","doi":"https://doi.org/10.1109/ijcnn.2003.1223314","title":"Artificial intelligence approach to determine minimum dose of haemodialysis","display_name":"Artificial intelligence approach to determine minimum dose of haemodialysis","publication_year":2004,"publication_date":"2004-02-03","ids":{"openalex":"https://openalex.org/W1960760708","doi":"https://doi.org/10.1109/ijcnn.2003.1223314","mag":"1960760708"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2003.1223314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","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/A5023904712","display_name":"Monika Ray","orcid":"https://orcid.org/0000-0001-9340-4415"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"M. Ray","raw_affiliation_strings":["Electrical Engineering and Computer Science, Tulane University, New Orleans, LA, USA","Dept. of Electr. Eng. & Comput. Sci., Tulane Univ., New Orleans, LA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, Tulane University, New Orleans, LA, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Dept. of Electr. Eng. & Comput. Sci., Tulane Univ., New Orleans, LA, USA#TAB#","institution_ids":["https://openalex.org/I114832834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039299960","display_name":"Uvais Qidwai","orcid":"https://orcid.org/0000-0002-9924-590X"},"institutions":[{"id":"https://openalex.org/I114832834","display_name":"Tulane University","ror":"https://ror.org/04vmvtb21","country_code":"US","type":"education","lineage":["https://openalex.org/I114832834"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"U. Qidwai","raw_affiliation_strings":["Electrical Engineering and Computer Science, Tulane University, New Orleans, LA, USA","Dept. of Electr. Eng. & Comput. Sci., Tulane Univ., New Orleans, LA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, Tulane University, New Orleans, LA, USA","institution_ids":["https://openalex.org/I114832834"]},{"raw_affiliation_string":"Dept. of Electr. Eng. & Comput. Sci., Tulane Univ., New Orleans, LA, USA#TAB#","institution_ids":["https://openalex.org/I114832834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023904712"],"corresponding_institution_ids":["https://openalex.org/I114832834"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.04823206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"137","last_page":"142"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10291","display_name":"Dialysis and Renal Disease Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"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/T10291","display_name":"Dialysis and Renal Disease Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2727","display_name":"Nephrology"},"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/T10641","display_name":"Central Venous Catheters and Hemodialysis","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12117","display_name":"Muscle and Compartmental Disorders","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/dialysis","display_name":"Dialysis","score":0.6755815148353577},{"id":"https://openalex.org/keywords/end-stage-renal-disease","display_name":"End stage renal disease","score":0.5980898141860962},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5848379135131836},{"id":"https://openalex.org/keywords/dialysis-adequacy","display_name":"Dialysis adequacy","score":0.5529239773750305},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5506207942962646},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5000948905944824},{"id":"https://openalex.org/keywords/hemodialysis","display_name":"Hemodialysis","score":0.49127644300460815},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44189316034317017},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.43081557750701904},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.38596418499946594},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35639527440071106},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.33207643032073975},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3149268329143524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3033844232559204},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18599960207939148}],"concepts":[{"id":"https://openalex.org/C2779978075","wikidata":"https://www.wikidata.org/wiki/Q202301","display_name":"Dialysis","level":2,"score":0.6755815148353577},{"id":"https://openalex.org/C3019040382","wikidata":"https://www.wikidata.org/wiki/Q476921","display_name":"End stage renal disease","level":3,"score":0.5980898141860962},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5848379135131836},{"id":"https://openalex.org/C2776399438","wikidata":"https://www.wikidata.org/wiki/Q5270637","display_name":"Dialysis adequacy","level":3,"score":0.5529239773750305},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5506207942962646},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5000948905944824},{"id":"https://openalex.org/C2778063415","wikidata":"https://www.wikidata.org/wiki/Q391744","display_name":"Hemodialysis","level":2,"score":0.49127644300460815},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44189316034317017},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.43081557750701904},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.38596418499946594},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35639527440071106},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.33207643032073975},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3149268329143524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3033844232559204},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18599960207939148}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2003.1223314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2003.1223314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Joint Conference on Neural Networks, 2003.","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":9,"referenced_works":["https://openalex.org/W1993640863","https://openalex.org/W2009730157","https://openalex.org/W2010265833","https://openalex.org/W2041203247","https://openalex.org/W2129282574","https://openalex.org/W2137197828","https://openalex.org/W2333333141","https://openalex.org/W2415548806","https://openalex.org/W6680617622"],"related_works":["https://openalex.org/W4210364191","https://openalex.org/W2348846018","https://openalex.org/W2993827951","https://openalex.org/W4380489671","https://openalex.org/W2995976499","https://openalex.org/W4293000985","https://openalex.org/W1986723123","https://openalex.org/W4312315020","https://openalex.org/W2136904210","https://openalex.org/W2353267380"],"abstract_inverted_index":{"Efficiency":[0],"of":[1,15,34,48,56,77],"haemodialysis":[2],"in":[3,74],"end-stage":[4],"renal":[5],"disease":[6],"(ESRD)":[7],"is":[8,38,51,63,89],"determined":[9],"by":[10,28,53],"calculating":[11],"adequacy.":[12],"The":[13],"adequacy":[14],"dialysis":[16,49],"and":[17,100],"its":[18],"measurement":[19],"have":[20],"been":[21],"debated":[22],"over":[23],"the":[24,45,70,75,78],"past":[25],"20":[26],"years":[27],"authorities":[29],"concerned":[30],"about":[31],"how":[32],"much":[33],"this":[35,83,101],"life-sustaining":[36],"treatment":[37],"appropriate":[39],"for":[40,91],"patients":[41],"with":[42],"ESRD.":[43],"Currently,":[44],"minimum":[46],"dose":[47],"(Kt/V)":[50],"assessed":[52],"computerised":[54],"calculation":[55],"urea":[57],"kinetics.":[58],"Although":[59],"fairly":[60],"standard,":[61],"it":[62,105],"still":[64],"an":[65],"approximate":[66],"method":[67],"due":[68],"to":[69,106],"various":[71],"assumptions":[72],"made":[73],"development":[76],"final":[79],"parametric":[80],"model.":[81],"In":[82],"paper,":[84],"a":[85],"new":[86],"algorithm":[87],"approach":[88],"presented":[90],"determining":[92],"Kt/V":[93],"using":[94],"generalised":[95],"regression":[96],"neural":[97],"networks":[98],"(GRNN)":[99],"research":[102],"has":[103],"shown":[104],"be":[107],"very":[108],"promising.":[109]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}