{"id":"https://openalex.org/W2296658183","doi":"https://doi.org/10.1155/2016/8748156","title":"Computer Aided Detection System for Prediction of the Malaise during Hemodialysis","display_name":"Computer Aided Detection System for Prediction of the Malaise during Hemodialysis","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2296658183","doi":"https://doi.org/10.1155/2016/8748156","mag":"2296658183","pmid":"https://pubmed.ncbi.nlm.nih.gov/27042200"},"language":"en","primary_location":{"id":"doi:10.1155/2016/8748156","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/8748156","pdf_url":"http://downloads.hindawi.com/journals/cmmm/2016/8748156.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/cmmm/2016/8748156.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029041995","display_name":"Sabina Tangaro","orcid":"https://orcid.org/0000-0002-1372-3916"},"institutions":[{"id":"https://openalex.org/I4210112283","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Bari","ror":"https://ror.org/022hq6c49","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210112283"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sabina Tangaro","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare, Sezione di Bari, Via Orabona 4, 70125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare, Sezione di Bari, Via Orabona 4, 70125 Bari, Italy","institution_ids":["https://openalex.org/I4210112283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021288055","display_name":"Annarita Fanizzi","orcid":"https://orcid.org/0000-0002-2729-9896"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annarita Fanizzi","raw_affiliation_strings":["Dipartimento Interateneo di Fisica \u201cM. Merlin\u201d, Universit\u00e0 degli studi di Bari \u201cA. Moro\u201d, Via Orabona 4, 70125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento Interateneo di Fisica \u201cM. Merlin\u201d, Universit\u00e0 degli studi di Bari \u201cA. Moro\u201d, Via Orabona 4, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000517454","display_name":"Nicola Amoroso","orcid":"https://orcid.org/0000-0003-0211-0783"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]},{"id":"https://openalex.org/I4210112283","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Bari","ror":"https://ror.org/022hq6c49","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210112283"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Nicola Amoroso","raw_affiliation_strings":["Dipartimento Interateneo di Fisica \u201cM. Merlin\u201d, Universit\u00e0 degli studi di Bari \u201cA. Moro\u201d, Via Orabona 4, 70125 Bari, Italy","Istituto Nazionale di Fisica Nucleare, Sezione di Bari, Via Orabona 4, 70125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento Interateneo di Fisica \u201cM. Merlin\u201d, Universit\u00e0 degli studi di Bari \u201cA. Moro\u201d, Via Orabona 4, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare, Sezione di Bari, Via Orabona 4, 70125 Bari, Italy","institution_ids":["https://openalex.org/I4210112283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038582239","display_name":"Roberto Corciulo","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Corciulo","raw_affiliation_strings":["Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074078947","display_name":"Elena Garuccio","orcid":"https://orcid.org/0000-0002-3035-389X"},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elena Garuccio","raw_affiliation_strings":["Department of Physical Sciences, Earth and Environment, University of Siena, Strada Laterina 8, 53100 Siena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physical Sciences, Earth and Environment, University of Siena, Strada Laterina 8, 53100 Siena, Italy","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001391327","display_name":"Loreto Gesualdo","orcid":"https://orcid.org/0000-0002-4861-0911"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Loreto Gesualdo","raw_affiliation_strings":["Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071250756","display_name":"Giuliana Loizzo","orcid":"https://orcid.org/0000-0001-6470-9279"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuliana Loizzo","raw_affiliation_strings":["Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110151577","display_name":"Deni Aldo Procaccini","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Deni Aldo Procaccini","raw_affiliation_strings":["Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031851995","display_name":"Lucia Vern\u00f2","orcid":null},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucia Vern\u00f2","raw_affiliation_strings":["Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Nephrology, Dialysis and Transplantation Unit, University of Bari \u201cA. Moro\u201d, Piazza G. Cesare, 11 \u2013 Policlinico, 70124 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014383766","display_name":"R. Bellotti","orcid":"https://orcid.org/0000-0003-3198-2708"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]},{"id":"https://openalex.org/I4210112283","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Bari","ror":"https://ror.org/022hq6c49","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210112283"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Bellotti","raw_affiliation_strings":["Dipartimento Interateneo di Fisica \u201cM. Merlin\u201d, Universit\u00e0 degli studi di Bari \u201cA. Moro\u201d, Via Orabona 4, 70125 Bari, Italy","Istituto Nazionale di Fisica Nucleare, Sezione di Bari, Via Orabona 4, 70125 Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento Interateneo di Fisica \u201cM. Merlin\u201d, Universit\u00e0 degli studi di Bari \u201cA. Moro\u201d, Via Orabona 4, 70125 Bari, Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare, Sezione di Bari, Via Orabona 4, 70125 Bari, Italy","institution_ids":["https://openalex.org/I4210112283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5000517454"],"corresponding_institution_ids":["https://openalex.org/I4210112283","https://openalex.org/I5561750"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":0.4434,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77863049,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"2016","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9718000292778015,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/algorithm","display_name":"Algorithm","score":0.6117233633995056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5118479132652283},{"id":"https://openalex.org/keywords/hemodialysis","display_name":"Hemodialysis","score":0.5087898373603821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4765627682209015},{"id":"https://openalex.org/keywords/dialysis","display_name":"Dialysis","score":0.4576174318790436},{"id":"https://openalex.org/keywords/malaise","display_name":"Malaise","score":0.45348024368286133},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36858105659484863},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3481368124485016},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.23239469528198242}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6117233633995056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5118479132652283},{"id":"https://openalex.org/C2778063415","wikidata":"https://www.wikidata.org/wiki/Q391744","display_name":"Hemodialysis","level":2,"score":0.5087898373603821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4765627682209015},{"id":"https://openalex.org/C2779978075","wikidata":"https://www.wikidata.org/wiki/Q202301","display_name":"Dialysis","level":2,"score":0.4576174318790436},{"id":"https://openalex.org/C2779277585","wikidata":"https://www.wikidata.org/wiki/Q2673323","display_name":"Malaise","level":2,"score":0.45348024368286133},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36858105659484863},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3481368124485016},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.23239469528198242}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003199","descriptor_name":"Computer Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003936","descriptor_name":"Diagnosis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004244","descriptor_name":"Dizziness","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004244","descriptor_name":"Dizziness","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004244","descriptor_name":"Dizziness","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004244","descriptor_name":"Dizziness","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D004244","descriptor_name":"Dizziness","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D004244","descriptor_name":"Dizziness","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D005189","descriptor_name":"False Positive Reactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005189","descriptor_name":"False Positive Reactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005189","descriptor_name":"False Positive Reactions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006435","descriptor_name":"Renal Dialysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D007676","descriptor_name":"Kidney Failure, Chronic","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009120","descriptor_name":"Muscle Cramp","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D009120","descriptor_name":"Muscle Cramp","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D009120","descriptor_name":"Muscle Cramp","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D009120","descriptor_name":"Muscle Cramp","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D009120","descriptor_name":"Muscle Cramp","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D009120","descriptor_name":"Muscle Cramp","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D009325","descriptor_name":"Nausea","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D009325","descriptor_name":"Nausea","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D009325","descriptor_name":"Nausea","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D009325","descriptor_name":"Nausea","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D009325","descriptor_name":"Nausea","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D009325","descriptor_name":"Nausea","qualifier_ui":"Q000209","qualifier_name":"etiology","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019114","descriptor_name":"Remote Consultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019114","descriptor_name":"Remote Consultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019114","descriptor_name":"Remote Consultation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019540","descriptor_name":"Area Under Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1155/2016/8748156","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/8748156","pdf_url":"http://downloads.hindawi.com/journals/cmmm/2016/8748156.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmid:27042200","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27042200","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and mathematical methods in medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:9a3dfd412fe54139a0149590187393e1","is_oa":true,"landing_page_url":"https://doaj.org/article/9a3dfd412fe54139a0149590187393e1","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational and Mathematical Methods in Medicine, Vol 2016 (2016)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:3786191","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4799825","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:ricerca.uniba.it:11586/168305","is_oa":false,"landing_page_url":"http://hdl.handle.net/11586/168305","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1155/2016/8748156","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/8748156","pdf_url":"http://downloads.hindawi.com/journals/cmmm/2016/8748156.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2296658183.pdf","grobid_xml":"https://content.openalex.org/works/W2296658183.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1506507869","https://openalex.org/W1520812622","https://openalex.org/W1972372359","https://openalex.org/W1993220166","https://openalex.org/W1998206532","https://openalex.org/W2000228615","https://openalex.org/W2003582354","https://openalex.org/W2015414294","https://openalex.org/W2025703479","https://openalex.org/W2033872649","https://openalex.org/W2039354600","https://openalex.org/W2040145519","https://openalex.org/W2044150346","https://openalex.org/W2056671638","https://openalex.org/W2061882292","https://openalex.org/W2082891347","https://openalex.org/W2099410507","https://openalex.org/W2100248239","https://openalex.org/W2102150307","https://openalex.org/W2102468981","https://openalex.org/W2113760558","https://openalex.org/W2115308821","https://openalex.org/W2129860745","https://openalex.org/W2137718922","https://openalex.org/W2143333207","https://openalex.org/W2143481518","https://openalex.org/W2143795731","https://openalex.org/W2149446614","https://openalex.org/W2152575748","https://openalex.org/W2155653793","https://openalex.org/W2157825442","https://openalex.org/W2158883228","https://openalex.org/W2165118109","https://openalex.org/W2395785354","https://openalex.org/W2419094215","https://openalex.org/W2911964244","https://openalex.org/W4243501026"],"related_works":["https://openalex.org/W2567441429","https://openalex.org/W2084496323","https://openalex.org/W3011128775","https://openalex.org/W2066915150","https://openalex.org/W4399600131","https://openalex.org/W3011863690","https://openalex.org/W4395676723","https://openalex.org/W2589026626","https://openalex.org/W1560630570","https://openalex.org/W2353267380"],"abstract_inverted_index":{"Monitoring":[0],"of":[1,24,61,63,81,94,99,112,140,150,159],"dialysis":[2],"sessions":[3,152,161],"is":[4,18],"crucial":[5],"as":[6,175],"different":[7,38],"stress":[8],"factors":[9],"can":[10,33,56],"yield":[11],"suffering":[12],"or":[13,54],"critical":[14,46,95],"situations.":[15],"Specialized":[16],"personnel":[17],"usually":[19],"required":[20],"for":[21,78,162],"the":[22,59,79,92,105,110,118,122,148,154,157,173,185],"administration":[23],"this":[25,50,68],"medical":[26],"treatment;":[27],"nevertheless,":[28],"subjects":[29,44],"whose":[30],"clinical":[31,47,83],"status":[32],"be":[34],"considered":[35],"stable":[36],"require":[37],"monitoring":[39,55],"strategies":[40],"when":[41],"compared":[42],"with":[43,45],"conditions.":[48],"In":[49,67],"case":[51],"domiciliary":[52],"treatment":[53,119],"substantially":[57],"improve":[58],"quality":[60],"life":[62],"patients":[64],"undergoing":[65],"dialysis.":[66],"work,":[69],"we":[70],"present":[71],"a":[72],"Computer":[73],"Aided":[74],"Detection":[75],"(CAD)":[76],"system":[77,132],"telemonitoring":[80,184],"patients'":[82],"parameters.":[84],"The":[85,130,145],"CAD":[86,174],"was":[87],"mainly":[88],"designed":[89],"to":[90,166,179],"predict":[91],"insurgence":[93],"events;":[96],"it":[97],"consisted":[98],"two":[100,127],"Random":[101],"Forest":[102],"(RF)":[103],"classifiers:":[104],"first":[106],"one":[107,115,124],"(RF1)":[108],"predicting":[109],"onset":[111],"any":[113],"malaise":[114],"hour":[116],"after":[117],"start":[120],"and":[121,143,153,168],"second":[123],"(RF2)":[125],"again":[126],"hours":[128],"later.":[129],"developed":[131],"shows":[133],"an":[134,176],"accurate":[135],"classification":[136],"performance":[137],"in":[138,147,156,183],"terms":[139],"both":[141],"sensitivity":[142,155],"specificity.":[144],"specificity":[146],"identification":[149,158],"nonsymptomatic":[151],"symptomatic":[160],"RF2":[163],"are":[164],"equal":[165],"86.60%":[167],"71.40%,":[169],"respectively,":[170],"thus":[171],"suggesting":[172],"effective":[177],"tool":[178],"support":[180],"expert":[181],"nephrologists":[182],"patients.":[186]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}