{"id":"https://openalex.org/W4390010351","doi":"https://doi.org/10.2174/9789815196986123010005","title":"Verification, Validation and Sensitivity Studies of Computational Models used in Toxicology Assessment","display_name":"Verification, Validation and Sensitivity Studies of Computational Models used in Toxicology Assessment","publication_year":2023,"publication_date":"2023-12-17","ids":{"openalex":"https://openalex.org/W4390010351","doi":"https://doi.org/10.2174/9789815196986123010005"},"language":"en","primary_location":{"id":"doi:10.2174/9789815196986123010005","doi":"https://doi.org/10.2174/9789815196986123010005","is_oa":false,"landing_page_url":"http://dx.doi.org/10.2174/9789815196986123010005","pdf_url":null,"source":{"id":"https://openalex.org/S4306462908","display_name":"BENTHAM SCIENCE PUBLISHERS eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320079","host_organization_name":"Bentham Science Publishers","host_organization_lineage":["https://openalex.org/P4310320079"],"host_organization_lineage_names":["Bentham Science Publishers"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Toxicology for Drug Safety and a Sustainable Environment","raw_type":"book-chapter"},"parent_works":[],"lineage":["https://openalex.org/W4390010351"],"child_works_count":0,"type":"book-chapter","is_traditional":true,"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/A5046294176","display_name":"Viswajit Mulpuru","orcid":"https://orcid.org/0000-0001-6471-9143","observed_orcids":["https://orcid.org/0000-0001-6471-9143"]},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Viswajit Mulpuru","raw_affiliation_strings":["Department of Applied Sciences, Indian Institute of Information Technology, Allahabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Sciences, Indian Institute of Information Technology, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010247793","display_name":"Nidhi Mishra","orcid":"https://orcid.org/0000-0002-6028-7723","observed_orcids":["https://orcid.org/0000-0002-6028-7723"]},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nidhi Mishra","raw_affiliation_strings":["Department of Applied Sciences, Indian Institute of Information Technology, Allahabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Sciences, Indian Institute of Information Technology, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12281","display_name":"Animal testing and alternatives","score":0.35910001397132874,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12281","display_name":"Animal testing and alternatives","score":0.35910001397132874,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.16779999434947968,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10778","display_name":"Philosophy of Biology and Scientific Explanation","score":0.03830000013113022,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/model-verification","display_name":"model verification","score":0.953000009059906},{"id":"https://openalex.org/keywords/model-validation","display_name":"model validation","score":1.0},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.9470000267028809},{"id":"https://openalex.org/keywords/computational-toxicology","display_name":"computational toxicology","score":0.9290000200271606},{"id":"https://openalex.org/keywords/mathematical-biology","display_name":"mathematical biology","score":0.6399999856948853},{"id":"https://openalex.org/keywords/predictive-model","display_name":"prediction model","score":0.6159999966621399},{"id":"https://openalex.org/keywords/model-acceptance","display_name":"model acceptance","score":0.3889999985694885}],"concepts":[{"id":"https://openalex.org/C3019813237","wikidata":"https://www.wikidata.org/wiki/Q65089264","display_name":"Model validation","level":2,"score":0.7432104349136353},{"id":"https://openalex.org/C126433048","wikidata":"https://www.wikidata.org/wiki/Q7921324","display_name":"Verification and validation of computer simulation models","level":2,"score":0.702800989151001},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6425612568855286},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.5756385326385498},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.5343329906463623},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.46354812383651733},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.37032458186149597},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26564303040504456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24329236149787903},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2059677541255951},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.11029815673828125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1056775152683258},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07889106869697571},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2174/9789815196986123010005","doi":"https://doi.org/10.2174/9789815196986123010005","is_oa":false,"landing_page_url":"http://dx.doi.org/10.2174/9789815196986123010005","pdf_url":null,"source":{"id":"https://openalex.org/S4306462908","display_name":"BENTHAM SCIENCE PUBLISHERS eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320079","host_organization_name":"Bentham Science Publishers","host_organization_lineage":["https://openalex.org/P4310320079"],"host_organization_lineage_names":["Bentham Science Publishers"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Toxicology for Drug Safety and a Sustainable Environment","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W166514236","https://openalex.org/W1251710288","https://openalex.org/W1706252352","https://openalex.org/W1980883268","https://openalex.org/W2032177590","https://openalex.org/W2059058833","https://openalex.org/W2069739265","https://openalex.org/W2088427253","https://openalex.org/W2100200814","https://openalex.org/W2111225402","https://openalex.org/W2126365999","https://openalex.org/W2127951107","https://openalex.org/W2142502926","https://openalex.org/W2143172535","https://openalex.org/W2166093601","https://openalex.org/W2169600586","https://openalex.org/W2214561931","https://openalex.org/W2559504706","https://openalex.org/W2573414234","https://openalex.org/W2587457930","https://openalex.org/W2754002459","https://openalex.org/W2802118548","https://openalex.org/W2803291242","https://openalex.org/W2807132016","https://openalex.org/W2809347933","https://openalex.org/W2861614950","https://openalex.org/W2896380671","https://openalex.org/W2922820107","https://openalex.org/W2945833591","https://openalex.org/W3023720491","https://openalex.org/W3037075592","https://openalex.org/W4244209983"],"related_works":["https://openalex.org/W6996346444","https://openalex.org/W7147465610","https://openalex.org/W4229865418","https://openalex.org/W2747543741","https://openalex.org/W6922018283","https://openalex.org/W7098252325","https://openalex.org/W4375945681","https://openalex.org/W7099213515","https://openalex.org/W2075648393","https://openalex.org/W2148728671"],"abstract_inverted_index":{"Complex":[0],"computational":[1],"models":[2,19,122],"of":[3,35,41,61,86,104,118],"biological":[4,13,105,120,133],"systems":[5],"are":[6,20,38,54],"developed":[7],"to":[8,22,25,48,69,90,110,126],"simulate":[9],"and":[10,29,33,52,64,95,102,114,129],"emulate":[11],"various":[12],"systems,":[14],"but":[15],"many":[16],"times,":[17],"these":[18],"subjected":[21],"doubt":[23],"due":[24],"inconsistent":[26],"model":[27,37,42,79,134],"verification":[28,32,51,63,94,128],"validation.":[30],"The":[31,84],"validation":[34,53,65,96,130],"a":[36],"important":[39,56],"aspects":[40],"construction.":[43,135],"Moreover,":[44],"the":[45,50,58,62,78,92,100,112,115,119],"techniques":[46,66,97],"used":[47,98],"perform":[49],"also":[55],"as":[57],"improper":[59],"selection":[60],"can":[67],"lead":[68],"false":[70],"conclusions":[71],"with":[72],"profound":[73],"negative":[74],"effects,":[75],"especially":[76],"when":[77],"is":[80,89],"applied":[81],"in":[82,99],"healthcare.":[83],"objective":[85],"this":[87],"chapter":[88,108],"discuss":[91],"current":[93],"analysis":[101],"interpretation":[103],"models.":[106],"This":[107],"aims":[109],"increase":[111],"efficiency":[113],"peer":[116],"acceptability":[117],"prediction":[121],"by":[123],"encouraging":[124],"researchers":[125],"adopt":[127],"processes":[131],"during":[132]},"counts_by_year":[],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2023-12-21T00:00:00"}
