Publication Information

{'id': 'https://openalex.org/W3180941094', 'doi': 'https://doi.org/10.17762/turcomat.v12i10.5405', 'title': 'An Insight on Machine Learning Algorithms for Predicting Heart Diseases', 'display_name': 'An Insight on Machine Learning Algorithms for Predicting Heart Diseases', 'publication_year': 2021, 'publication_date': '2021-05-06', 'ids': {'openalex': 'https://openalex.org/W3180941094', 'doi': 'https://doi.org/10.17762/turcomat.v12i10.5405', 'mag': '3180941094'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.17762/turcomat.v12i10.5405', 'pdf_url': 'https://turcomat.org/index.php/turkbilmat/article/download/5405/4511', 'source': {'id': 'https://openalex.org/S2736736441', 'display_name': 'Türk bilgisayar ve matematik eğitimi dergisi', 'issn_l': '1309-4653', 'issn': ['1309-4653'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310318282', 'host_organization_name': 'Karadeniz Technical University', 'host_organization_lineage': ['https://openalex.org/P4310318282'], 'host_organization_lineage_names': ['Karadeniz Technical University'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'gold', 'oa_url': 'https://turcomat.org/index.php/turkbilmat/article/download/5405/4511', 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5103986048', 'display_name': 'Et. al. Tata Balaji', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I197081775', 'display_name': 'Annamalai University', 'ror': 'https://ror.org/01x24z140', 'country_code': 'IN', 'type': 'education', 'lineage': ['https://openalex.org/I197081775']}], 'countries': ['IN'], 'is_corresponding': True, 'raw_author_name': 'Tata Balaji, Et. al.', 'raw_affiliation_strings': ['Research Scholar, Department of EIE, Faculty of Engineering & Technology, Annamalai University, Chidambaram, Tamil Nadu-608002, India'], 'affiliations': [{'raw_affiliation_string': 'Research Scholar, Department of EIE, Faculty of Engineering & Technology, Annamalai University, Chidambaram, Tamil Nadu-608002, India', 'institution_ids': ['https://openalex.org/I197081775']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 1, 'corresponding_author_ids': ['https://openalex.org/A5103986048'], 'corresponding_institution_ids': ['https://openalex.org/I197081775'], 'apc_list': None, 'apc_paid': None, 'fwci': 0.48, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 2, 'citation_normalized_percentile': {'value': 0.58536, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 67, 'max': 72}, 'biblio': {'volume': '12', 'issue': '10', 'first_page': '5867', 'last_page': '5877'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T11396', 'display_name': 'Artificial Intelligence in Healthcare', 'score': 0.9484, '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': 0.9484, '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'}}], 'keywords': [{'id': 'https://openalex.org/keywords/identification', 'display_name': 'Identification', 'score': 0.5485875}], 'concepts': [{'id': 'https://openalex.org/C119857082', 'wikidata': 'https://www.wikidata.org/wiki/Q2539', 'display_name': 'Machine learning', 'level': 1, 'score': 0.59067935}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.57174534}, {'id': 'https://openalex.org/C116834253', 'wikidata': 'https://www.wikidata.org/wiki/Q2039217', 'display_name': 'Identification (biology)', 'level': 2, 'score': 0.5485875}, {'id': 'https://openalex.org/C2776900844', 'wikidata': 'https://www.wikidata.org/wiki/Q8028383', 'display_name': 'Witness', 'level': 2, 'score': 0.5072055}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.504573}, {'id': 'https://openalex.org/C146357865', 'wikidata': 'https://www.wikidata.org/wiki/Q1123245', 'display_name': 'Stage (stratigraphy)', 'level': 2, 'score': 0.4874411}, {'id': 'https://openalex.org/C2779134260', 'wikidata': 'https://www.wikidata.org/wiki/Q12136', 'display_name': 'Disease', 'level': 2, 'score': 0.4362695}, {'id': 'https://openalex.org/C11413529', 'wikidata': 'https://www.wikidata.org/wiki/Q8366', 'display_name': 'Algorithm', 'level': 1, 'score': 0.4351175}, {'id': 'https://openalex.org/C2780074459', 'wikidata': 'https://www.wikidata.org/wiki/Q389735', 'display_name': 'Heart disease', 'level': 2, 'score': 0.41432944}, {'id': 'https://openalex.org/C71924100', 'wikidata': 'https://www.wikidata.org/wiki/Q11190', 'display_name': 'Medicine', 'level': 0, 'score': 0.24294087}, {'id': 'https://openalex.org/C126322002', 'wikidata': 'https://www.wikidata.org/wiki/Q11180', 'display_name': 'Internal medicine', 'level': 1, 'score': 0.1896421}, {'id': 'https://openalex.org/C86803240', 'wikidata': 'https://www.wikidata.org/wiki/Q420', 'display_name': 'Biology', 'level': 0, 'score': 0.07149568}, {'id': 'https://openalex.org/C151730666', 'wikidata': 'https://www.wikidata.org/wiki/Q7205', 'display_name': 'Paleontology', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C59822182', 'wikidata': 'https://www.wikidata.org/wiki/Q441', 'display_name': 'Botany', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C199360897', 'wikidata': 'https://www.wikidata.org/wiki/Q9143', 'display_name': 'Programming language', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.17762/turcomat.v12i10.5405', 'pdf_url': 'https://turcomat.org/index.php/turkbilmat/article/download/5405/4511', 'source': {'id': 'https://openalex.org/S2736736441', 'display_name': 'Türk bilgisayar ve matematik eğitimi dergisi', 'issn_l': '1309-4653', 'issn': ['1309-4653'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310318282', 'host_organization_name': 'Karadeniz Technical University', 'host_organization_lineage': ['https://openalex.org/P4310318282'], 'host_organization_lineage_names': ['Karadeniz Technical University'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.17762/turcomat.v12i10.5405', 'pdf_url': 'https://turcomat.org/index.php/turkbilmat/article/download/5405/4511', 'source': {'id': 'https://openalex.org/S2736736441', 'display_name': 'Türk bilgisayar ve matematik eğitimi dergisi', 'issn_l': '1309-4653', 'issn': ['1309-4653'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310318282', 'host_organization_name': 'Karadeniz Technical University', 'host_organization_lineage': ['https://openalex.org/P4310318282'], 'host_organization_lineage_names': ['Karadeniz Technical University'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [{'score': 0.64, 'id': 'https://metadata.un.org/sdg/3', 'display_name': 'Good health and well-being'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 26, 'referenced_works': ['https://openalex.org/W1979702739', 'https://openalex.org/W2059398319', 'https://openalex.org/W2208356663', 'https://openalex.org/W2664267452', 'https://openalex.org/W2726037329', 'https://openalex.org/W2765983613', 'https://openalex.org/W2796460258', 'https://openalex.org/W2900623063', 'https://openalex.org/W2903099708', 'https://openalex.org/W2913705661', 'https://openalex.org/W2924019068', 'https://openalex.org/W2962511854', 'https://openalex.org/W2962948887', 'https://openalex.org/W2970852766', 'https://openalex.org/W2999112130', 'https://openalex.org/W3000493067', 'https://openalex.org/W3001157157', 'https://openalex.org/W3005648791', 'https://openalex.org/W3008143116', 'https://openalex.org/W3013413803', 'https://openalex.org/W3021448296', 'https://openalex.org/W4239706975', 'https://openalex.org/W4301132610', 'https://openalex.org/W4394796198', 'https://openalex.org/W563966303', 'https://openalex.org/W60712532'], 'related_works': ['https://openalex.org/W588843504', 'https://openalex.org/W4302574074', 'https://openalex.org/W4297313674', 'https://openalex.org/W2892143878', 'https://openalex.org/W2890518300', 'https://openalex.org/W2382947717', 'https://openalex.org/W2382362122', 'https://openalex.org/W2366687089', 'https://openalex.org/W2360970878', 'https://openalex.org/W1498841986'], 'abstract_inverted_index': {'Heart': [0], 'Disease': [1], '(HD)': [2], 'is': [3, 102], 'one': [4], 'among': [5], 'the': [6, 12, 30, 35, 55, 86, 94, 137], 'critical': [7], 'diseases': [8], 'that': [9, 57, 123], 'severely': [10], 'affects': [11], 'human': [13, 95, 138], 'kind.': [14], 'The': [15, 97], 'presence': [16], 'of': [17, 59, 99, 107, 112, 129], 'heart': [18, 36], 'disease': [19], 'arise': [20], 'insufficient': [21], 'blood': [22], 'supply': [23], 'to': [24, 103, 135], 'other': [25], 'body': [26], 'parts.': [27], 'Henceforth,': [28], 'diagnosing': [29, 39, 85], 'HD': [31, 42, 65, 115, 130], 'on': [32], 'time': [33], 'prevents': [34], 'failure.': [37], 'Traditional': [38], 'procedure': [40], 'regarding': [41], 'detection': [43, 66], 'and': [44, 67, 80, 110, 127], 'prediction': [45, 68, 128], 'becomes': [46], 'unreliable': [47], 'in': [48, 63, 71, 84, 114, 125], 'many': [49], 'circumstances.': [50], 'Recent': [51], 'studies': [52], 'put': [53], 'forth': [54], 'witness': [56], 'implication': [58], 'Machine': [60], 'Learning': [61], '(ML)': [62], 'traditional': [64], 'has': [69], 'resulted': [70], 'superior': [72], 'performance.': [73], 'Further,': [74], 'Computer': [75], 'Aided': [76], 'Diagnosis': [77], 'using': [78], 'one-dimensional': [79], 'multi-dimensional': [81], 'signals': [82], 'assists': [83], 'HDs': [87], 'at': [88, 131], 'an': [89, 105, 132], 'early': [90, 133], 'stage,': [91], 'thereby': [92], 'saving': [93], 'life.': [96], 'objective': [98], 'this': [100], 'manuscript': [101], 'present': [104], 'overview': [106], 'HDs,': [108], 'symptoms': [109], 'role': [111], 'ML': [113, 121], 'predictions': [116], 'followed': [117], 'by': [118], 'various': [119], 'state-of-the-art': [120], 'algorithms': [122], 'aids': [124], 'identification': [126], 'stage': [134], 'save': [136], 'life;': [139]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W3180941094', 'counts_by_year': [{'year': 2023, 'cited_by_count': 2}], 'updated_date': '2024-12-09T10:38:12.880817', 'created_date': '2021-07-19'}