Publication Information

{'id': 'https://openalex.org/W2044191049', 'doi': 'https://doi.org/10.1109/icmla.2013.163', 'title': 'Survey of Clinical Data Mining Applications on Big Data in Health Informatics', 'display_name': 'Survey of Clinical Data Mining Applications on Big Data in Health Informatics', 'publication_year': 2013, 'publication_date': '2013-12-01', 'ids': {'openalex': 'https://openalex.org/W2044191049', 'doi': 'https://doi.org/10.1109/icmla.2013.163', 'mag': '2044191049'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1109/icmla.2013.163', 'pdf_url': None, 'source': None, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'article', 'type_crossref': 'proceedings-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': False, 'oa_status': 'closed', 'oa_url': None, 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5001250812', 'display_name': 'Matthew Herland', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I63772739', 'display_name': 'Florida Atlantic University', 'ror': 'https://ror.org/05p8w6387', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I63772739']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Matthew Herland', 'raw_affiliation_strings': ['Florida Atlantic University, Boca Raton, FL USA.'], 'affiliations': [{'raw_affiliation_string': 'Florida Atlantic University, Boca Raton, FL USA.', 'institution_ids': ['https://openalex.org/I63772739']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5089170562', 'display_name': 'Taghi M. Khoshgoftaar', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I63772739', 'display_name': 'Florida Atlantic University', 'ror': 'https://ror.org/05p8w6387', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I63772739']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Taghi M. Khoshgoftaar', 'raw_affiliation_strings': ['Florida Atlantic University, Boca Raton, FL USA.'], 'affiliations': [{'raw_affiliation_string': 'Florida Atlantic University, Boca Raton, FL USA.', 'institution_ids': ['https://openalex.org/I63772739']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5047817565', 'display_name': 'Randall Wald', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I63772739', 'display_name': 'Florida Atlantic University', 'ror': 'https://ror.org/05p8w6387', 'country_code': 'US', 'type': 'education', 'lineage': ['https://openalex.org/I63772739']}], 'countries': ['US'], 'is_corresponding': False, 'raw_author_name': 'Randall Wald', 'raw_affiliation_strings': ['Florida Atlantic University, Boca Raton, FL USA.'], 'affiliations': [{'raw_affiliation_string': 'Florida Atlantic University, Boca Raton, FL USA.', 'institution_ids': ['https://openalex.org/I63772739']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 2.29, 'has_fulltext': True, 'fulltext_origin': 'ngrams', 'cited_by_count': 19, 'citation_normalized_percentile': {'value': 0.875, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 89, 'max': 90}, 'biblio': {'volume': None, 'issue': None, 'first_page': '465', 'last_page': '472'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T11396', 'display_name': 'Artificial Intelligence in Healthcare', 'score': 0.9992, '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'}}, 'topics': [{'id': 'https://openalex.org/T11396', 'display_name': 'Artificial Intelligence in Healthcare', 'score': 0.9992, '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/T13702', 'display_name': 'Machine Learning in Healthcare', 'score': 0.9913, '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/T10862', 'display_name': 'AI in cancer detection', 'score': 0.9789, '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'}}], 'keywords': [{'id': 'https://openalex.org/keywords/translational-research-informatics', 'display_name': 'Translational research informatics', 'score': 0.5766398}, {'id': 'https://openalex.org/keywords/translational-bioinformatics', 'display_name': 'Translational bioinformatics', 'score': 0.54384196}, {'id': 'https://openalex.org/keywords/materials-informatics', 'display_name': 'Materials Informatics', 'score': 0.47052658}, {'id': 'https://openalex.org/keywords/public-health-informatics', 'display_name': 'Public Health Informatics', 'score': 0.44347945}], 'concepts': [{'id': 'https://openalex.org/C75684735', 'wikidata': 'https://www.wikidata.org/wiki/Q858810', 'display_name': 'Big data', 'level': 2, 'score': 0.8243425}, {'id': 'https://openalex.org/C145642194', 'wikidata': 'https://www.wikidata.org/wiki/Q870895', 'display_name': 'Health informatics', 'level': 3, 'score': 0.8228148}, {'id': 'https://openalex.org/C191630685', 'wikidata': 'https://www.wikidata.org/wiki/Q4027615', 'display_name': 'Informatics', 'level': 2, 'score': 0.7768335}, {'id': 'https://openalex.org/C2522767166', 'wikidata': 'https://www.wikidata.org/wiki/Q2374463', 'display_name': 'Data science', 'level': 1, 'score': 0.7282249}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.6651744}, {'id': 'https://openalex.org/C73851307', 'wikidata': 'https://www.wikidata.org/wiki/Q7834546', 'display_name': 'Translational research informatics', 'level': 5, 'score': 0.5766398}, {'id': 'https://openalex.org/C163293594', 'wikidata': 'https://www.wikidata.org/wiki/Q7834541', 'display_name': 'Translational bioinformatics', 'level': 5, 'score': 0.54384196}, {'id': 'https://openalex.org/C141363852', 'wikidata': 'https://www.wikidata.org/wiki/Q5690441', 'display_name': 'Health Administration Informatics', 'level': 4, 'score': 0.5246385}, {'id': 'https://openalex.org/C158518442', 'wikidata': 'https://www.wikidata.org/wiki/Q2843902', 'display_name': 'Engineering informatics', 'level': 4, 'score': 0.5076324}, {'id': 'https://openalex.org/C36503486', 'wikidata': 'https://www.wikidata.org/wiki/Q11235244', 'display_name': 'Domain (mathematical analysis)', 'level': 2, 'score': 0.49618134}, {'id': 'https://openalex.org/C79158427', 'wikidata': 'https://www.wikidata.org/wiki/Q485396', 'display_name': 'Analytics', 'level': 2, 'score': 0.48197287}, {'id': 'https://openalex.org/C62085286', 'wikidata': 'https://www.wikidata.org/wiki/Q6786605', 'display_name': 'Materials informatics', 'level': 5, 'score': 0.47052658}, {'id': 'https://openalex.org/C9652623', 'wikidata': 'https://www.wikidata.org/wiki/Q190109', 'display_name': 'Field (mathematics)', 'level': 2, 'score': 0.44705808}, {'id': 'https://openalex.org/C106476913', 'wikidata': 'https://www.wikidata.org/wiki/Q7257747', 'display_name': 'Public health informatics', 'level': 5, 'score': 0.44347945}, {'id': 'https://openalex.org/C124101348', 'wikidata': 'https://www.wikidata.org/wiki/Q172491', 'display_name': 'Data mining', 'level': 1, 'score': 0.3228774}, {'id': 'https://openalex.org/C71924100', 'wikidata': 'https://www.wikidata.org/wiki/Q11190', 'display_name': 'Medicine', 'level': 0, 'score': 0.17811084}, {'id': 'https://openalex.org/C138816342', 'wikidata': 'https://www.wikidata.org/wiki/Q189603', 'display_name': 'Public health', 'level': 2, 'score': 0.13169092}, {'id': 'https://openalex.org/C127413603', 'wikidata': 'https://www.wikidata.org/wiki/Q11023', 'display_name': 'Engineering', 'level': 0, 'score': 0.11485189}, {'id': 'https://openalex.org/C47344431', 'wikidata': 'https://www.wikidata.org/wiki/Q1519812', 'display_name': 'Health policy', 'level': 3, 'score': 0.093568}, {'id': 'https://openalex.org/C193395930', 'wikidata': 'https://www.wikidata.org/wiki/Q3247219', 'display_name': 'International health', 'level': 4, 'score': 0.08559275}, {'id': 'https://openalex.org/C142724271', 'wikidata': 'https://www.wikidata.org/wiki/Q7208', 'display_name': 'Pathology', 'level': 1, 'score': 0.07107842}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C134306372', 'wikidata': 'https://www.wikidata.org/wiki/Q7754', 'display_name': 'Mathematical analysis', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C189206191', 'wikidata': 'https://www.wikidata.org/wiki/Q222046', 'display_name': 'Genomics', 'level': 4, 'score': 0.0}, {'id': 'https://openalex.org/C185592680', 'wikidata': 'https://www.wikidata.org/wiki/Q2329', 'display_name': 'Chemistry', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C55493867', 'wikidata': 'https://www.wikidata.org/wiki/Q7094', 'display_name': 'Biochemistry', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C141231307', 'wikidata': 'https://www.wikidata.org/wiki/Q7020', 'display_name': 'Genome', 'level': 3, 'score': 0.0}, {'id': 'https://openalex.org/C202444582', 'wikidata': 'https://www.wikidata.org/wiki/Q837863', 'display_name': 'Pure mathematics', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C119599485', 'wikidata': 'https://www.wikidata.org/wiki/Q43035', 'display_name': 'Electrical engineering', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C104317684', 'wikidata': 'https://www.wikidata.org/wiki/Q7187', 'display_name': 'Gene', 'level': 2, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1109/icmla.2013.163', 'pdf_url': None, 'source': None, 'license': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}], 'best_oa_location': None, 'sustainable_development_goals': [], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 36, 'referenced_works': ['https://openalex.org/W1495061682', 'https://openalex.org/W1881647329', 'https://openalex.org/W1965825532', 'https://openalex.org/W1972879084', 'https://openalex.org/W1976119501', 'https://openalex.org/W1978229612', 'https://openalex.org/W1980801609', 'https://openalex.org/W1994041743', 'https://openalex.org/W1997484815', 'https://openalex.org/W2003378032', 'https://openalex.org/W2031687681', 'https://openalex.org/W2033925475', 'https://openalex.org/W2040248601', 'https://openalex.org/W2043578191', 'https://openalex.org/W2046940610', 'https://openalex.org/W2068714596', 'https://openalex.org/W2071637551', 'https://openalex.org/W2073417639', 'https://openalex.org/W2079325629', 'https://openalex.org/W2094104281', 'https://openalex.org/W2096941734', 'https://openalex.org/W2100368765', 'https://openalex.org/W2108329023', 'https://openalex.org/W2120156715', 'https://openalex.org/W2122966699', 'https://openalex.org/W2128349740', 'https://openalex.org/W2135303445', 'https://openalex.org/W2149008473', 'https://openalex.org/W2150757437', 'https://openalex.org/W2154976095', 'https://openalex.org/W2155653793', 'https://openalex.org/W2162949830', 'https://openalex.org/W2165389801', 'https://openalex.org/W2165542070', 'https://openalex.org/W2167613820', 'https://openalex.org/W4247943214'], 'related_works': ['https://openalex.org/W4253199975', 'https://openalex.org/W3123055770', 'https://openalex.org/W2794405134', 'https://openalex.org/W2487065990', 'https://openalex.org/W2252607179', 'https://openalex.org/W2124799233', 'https://openalex.org/W2046557118', 'https://openalex.org/W2035895397', 'https://openalex.org/W1566132518', 'https://openalex.org/W1495820741'], 'abstract_inverted_index': {'Every': [0], 'piece': [1], 'of': [2, 17, 30, 38, 53, 79, 104, 124], 'information': [3], 'learned': [4], 'in': [5, 27, 61, 101, 136], 'human': [6], 'health': [7], 'has': [8, 33, 56], 'the': [9, 13, 22, 28, 67, 76, 87, 102, 118], 'potential': [10], 'to': [11, 35, 58, 84, 109, 133], 'improve': [12], 'length': [14], 'and': [15, 70, 121], 'quality': [16], 'life': [18], 'for': [19, 24, 75], 'patients.': [20], 'However,': [21], 'search': [23], 'more': [25, 41], 'knowledge': [26], 'domain': [29], 'Health': [31, 62, 105, 125], 'Informatics': [32, 106], 'led': [34], 'vast': [36], 'quantities': [37], 'data,': [39], 'far': [40], 'than': [42], 'can': [43, 66], 'be': [44, 82, 134], 'easily': [45], 'processed': [46], 'by': [47], 'researchers.': [48], 'Fortunately,': [49], 'Justas': [50], 'this': [51, 137], 'problem': [52], 'Big': [54, 80, 98], 'Data': [55, 81, 99], 'begun': [57], 'challenge': [59], 'advances': [60], 'Informatics,': [63], 'so': [64], 'too': [65], 'data': [68, 115], 'mining': [69], 'machine': [71], 'learning': [72], 'techniques': [73], 'used': [74], 'general': [77], 'study': [78], 'brought': [83], 'bear': [85], 'on': [86, 97], 'these': [88], 'problems.': [89], 'This': [90], 'paper': [91], 'will': [92], 'discuss': [93], 'recent': [94], 'studies': [95], 'done': [96, 135], 'Analytics': [100], 'field': [103], 'which': [107], 'sought': [108], 'answer': [110], 'various': [111], 'clinical': [112], 'questions,': [113], 'using': [114], 'acquired': [116], 'from': [117], 'molecular,': [119], 'tissue,': [120], 'patient': [122], 'levels': [123], 'Informatics.': [126], 'We': [127], 'also': [128], 'consider': [129], 'what': [130], 'work': [131], 'remains': [132], 'area.': [138]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2044191049', 'counts_by_year': [{'year': 2024, 'cited_by_count': 1}, {'year': 2021, 'cited_by_count': 2}, {'year': 2020, 'cited_by_count': 5}, {'year': 2019, 'cited_by_count': 1}, {'year': 2018, 'cited_by_count': 2}, {'year': 2017, 'cited_by_count': 3}, {'year': 2016, 'cited_by_count': 4}, {'year': 2015, 'cited_by_count': 1}], 'updated_date': '2025-01-09T07:36:29.525754', 'created_date': '2016-06-24'}