{"id":"https://openalex.org/W2581086188","doi":"https://doi.org/10.1016/b978-0-12-810408-8.00020-1","title":"Randomized Deep Learning Methods for Clinical Trial Enrichment and Design in Alzheimer's Disease","display_name":"Randomized Deep Learning Methods for Clinical Trial Enrichment and Design in Alzheimer's Disease","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2581086188","doi":"https://doi.org/10.1016/b978-0-12-810408-8.00020-1","mag":"2581086188"},"language":"en","primary_location":{"id":"doi:10.1016/b978-0-12-810408-8.00020-1","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-810408-8.00020-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Deep Learning for Medical Image Analysis","raw_type":"book-chapter"},"type":"book-chapter","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/A5108520440","display_name":"Vamsi Krishna Ithapu","orcid":null},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vamsi K. Ithapu","raw_affiliation_strings":["University of Wisconsin\u2013Madison, Madison, WI, United States"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin\u2013Madison, Madison, WI, United States","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100779003","display_name":"Vikas Singh","orcid":"https://orcid.org/0000-0002-8355-6519"},"institutions":[{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vikas Singh","raw_affiliation_strings":["University of Wisconsin\u2013Madison, Madison, WI, United States"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin\u2013Madison, Madison, WI, United States","institution_ids":["https://openalex.org/I135310074"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084579251","display_name":"Sterling C. Johnson","orcid":"https://orcid.org/0000-0002-8501-545X"},"institutions":[{"id":"https://openalex.org/I4210160694","display_name":"Memorial Hospital","ror":"https://ror.org/05v55dh34","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210160694"]},{"id":"https://openalex.org/I135310074","display_name":"University of Wisconsin\u2013Madison","ror":"https://ror.org/01y2jtd41","country_code":"US","type":"education","lineage":["https://openalex.org/I135310074"]},{"id":"https://openalex.org/I4210141342","display_name":"William S. Middleton Memorial Veterans Hospital","ror":"https://ror.org/037xafn82","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210115976","https://openalex.org/I4210141342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sterling C. Johnson","raw_affiliation_strings":["University of Wisconsin\u2013Madison, Madison, WI, United States","William S. Middleton Memorial Hospital, Madison, WI, United States"],"affiliations":[{"raw_affiliation_string":"University of Wisconsin\u2013Madison, Madison, WI, United States","institution_ids":["https://openalex.org/I135310074"]},{"raw_affiliation_string":"William S. Middleton Memorial Hospital, Madison, WI, United States","institution_ids":["https://openalex.org/I4210141342","https://openalex.org/I4210160694"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108520440"],"corresponding_institution_ids":["https://openalex.org/I135310074"],"apc_list":null,"apc_paid":null,"fwci":0.2826,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.5167902,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"341","last_page":"378"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9941999912261963,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9941999912261963,"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/T10136","display_name":"Statistical Methods and Inference","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6886757612228394},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6476341485977173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6329073905944824},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.576225757598877},{"id":"https://openalex.org/keywords/sample-size-determination","display_name":"Sample size determination","score":0.5184237957000732},{"id":"https://openalex.org/keywords/clinical-trial","display_name":"Clinical trial","score":0.501953125},{"id":"https://openalex.org/keywords/randomized-controlled-trial","display_name":"Randomized controlled trial","score":0.47498956322669983},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.4657714068889618},{"id":"https://openalex.org/keywords/alzheimers-disease-neuroimaging-initiative","display_name":"Alzheimer's Disease Neuroimaging Initiative","score":0.4589267075061798},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4420493245124817},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.3751208186149597},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29729360342025757},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2149486541748047},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1671009063720703},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.13506734371185303},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.11293727159500122}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6886757612228394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6476341485977173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6329073905944824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.576225757598877},{"id":"https://openalex.org/C129848803","wikidata":"https://www.wikidata.org/wiki/Q2564360","display_name":"Sample size determination","level":2,"score":0.5184237957000732},{"id":"https://openalex.org/C535046627","wikidata":"https://www.wikidata.org/wiki/Q30612","display_name":"Clinical trial","level":2,"score":0.501953125},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.47498956322669983},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.4657714068889618},{"id":"https://openalex.org/C2778373026","wikidata":"https://www.wikidata.org/wiki/Q4738819","display_name":"Alzheimer's Disease Neuroimaging Initiative","level":4,"score":0.4589267075061798},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4420493245124817},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.3751208186149597},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29729360342025757},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2149486541748047},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1671009063720703},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.13506734371185303},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11293727159500122}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/b978-0-12-810408-8.00020-1","is_oa":false,"landing_page_url":"https://doi.org/10.1016/b978-0-12-810408-8.00020-1","pdf_url":null,"source":{"id":"https://openalex.org/S4306463230","display_name":"Elsevier eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Deep Learning for Medical Image Analysis","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":86,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W181032467","https://openalex.org/W250076511","https://openalex.org/W1534477342","https://openalex.org/W1569179567","https://openalex.org/W1576278180","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1797408175","https://openalex.org/W1948745668","https://openalex.org/W1965392255","https://openalex.org/W1972498024","https://openalex.org/W1975560590","https://openalex.org/W1986226493","https://openalex.org/W1993571512","https://openalex.org/W2007044705","https://openalex.org/W2016740629","https://openalex.org/W2018066652","https://openalex.org/W2019047027","https://openalex.org/W2042547780","https://openalex.org/W2047170994","https://openalex.org/W2052226124","https://openalex.org/W2056452325","https://openalex.org/W2058358568","https://openalex.org/W2062227835","https://openalex.org/W2064630666","https://openalex.org/W2071833255","https://openalex.org/W2072128103","https://openalex.org/W2083914141","https://openalex.org/W2095705004","https://openalex.org/W2098120923","https://openalex.org/W2102017903","https://openalex.org/W2102508963","https://openalex.org/W2107822587","https://openalex.org/W2115017507","https://openalex.org/W2115831071","https://openalex.org/W2117499988","https://openalex.org/W2125964738","https://openalex.org/W2128251808","https://openalex.org/W2130275214","https://openalex.org/W2130983640","https://openalex.org/W2132481949","https://openalex.org/W2138857742","https://openalex.org/W2145094598","https://openalex.org/W2146089088","https://openalex.org/W2151449129","https://openalex.org/W2160227143","https://openalex.org/W2163605009","https://openalex.org/W2163922914","https://openalex.org/W2164370980","https://openalex.org/W2167638846","https://openalex.org/W2169488311","https://openalex.org/W2171831801","https://openalex.org/W2278701870","https://openalex.org/W2296319761","https://openalex.org/W2557283755","https://openalex.org/W2558906580","https://openalex.org/W2582524520","https://openalex.org/W2604272474","https://openalex.org/W2606321545","https://openalex.org/W2914484425","https://openalex.org/W2997574889","https://openalex.org/W3146116728","https://openalex.org/W3147600416","https://openalex.org/W4231109964","https://openalex.org/W4297446959","https://openalex.org/W4299828299","https://openalex.org/W4300973708","https://openalex.org/W4398793246","https://openalex.org/W6604653223","https://openalex.org/W6632075054","https://openalex.org/W6661025153","https://openalex.org/W6666019651","https://openalex.org/W6674330103","https://openalex.org/W6674708781","https://openalex.org/W6675112735","https://openalex.org/W6677604277","https://openalex.org/W6679053740","https://openalex.org/W6680300913","https://openalex.org/W6681096077","https://openalex.org/W6682384165","https://openalex.org/W6683589644","https://openalex.org/W6684191040","https://openalex.org/W6685048874","https://openalex.org/W6759638512","https://openalex.org/W6807635882"],"related_works":["https://openalex.org/W2980858150","https://openalex.org/W3112573618","https://openalex.org/W2016777699","https://openalex.org/W2013450123","https://openalex.org/W2401460348","https://openalex.org/W2031131415","https://openalex.org/W2155513557","https://openalex.org/W2979824529","https://openalex.org/W4384120131","https://openalex.org/W2569031671"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"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"}