{"id":"https://openalex.org/W2604192360","doi":"https://doi.org/10.1145/3036290.3036326","title":"Brain Hemorrhage Diagnosis by Using Deep Learning","display_name":"Brain Hemorrhage Diagnosis by Using Deep Learning","publication_year":2017,"publication_date":"2017-01-13","ids":{"openalex":"https://openalex.org/W2604192360","doi":"https://doi.org/10.1145/3036290.3036326","mag":"2604192360"},"language":"en","primary_location":{"id":"doi:10.1145/3036290.3036326","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3036290.3036326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 International Conference on Machine Learning and Soft Computing","raw_type":"proceedings-article"},"type":"article","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/A5091189860","display_name":"Tong Duc Phong","orcid":null},"institutions":[{"id":"https://openalex.org/I18550681","display_name":"Pham Ngoc Thach University of Medicine","ror":"https://ror.org/003g49r03","country_code":"VN","type":"education","lineage":["https://openalex.org/I18550681"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Tong Duc Phong","raw_affiliation_strings":["Pham Ngoc Thach University of Medicine, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Pham Ngoc Thach University of Medicine, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I18550681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027221337","display_name":"Hieu N. Duong","orcid":null},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hieu N. Duong","raw_affiliation_strings":["Ho Chi Minh City University of Technology, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Technology, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048582530","display_name":"Hien Nguyen","orcid":"https://orcid.org/0000-0001-8940-3778"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hien T. Nguyen","raw_affiliation_strings":["Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083561811","display_name":"Nguyen Thanh Trong","orcid":null},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Thanh Trong","raw_affiliation_strings":["Ho Chi Minh City University of Technology, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Technology, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100615283","display_name":"Vu Nguyen","orcid":"https://orcid.org/0000-0002-1604-9066"},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vu H. Nguyen","raw_affiliation_strings":["Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108089178","display_name":"Tran Van Hoa","orcid":null},"institutions":[{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tran Van Hoa","raw_affiliation_strings":["Ho Chi Minh City University of Technology, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Technology, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011543714","display_name":"V\u00e1clav Sn\u00e5\u0161el","orcid":"https://orcid.org/0000-0002-9600-8319"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Vaclav Snasel","raw_affiliation_strings":["VSB-Technical University of Ostrava, Ostrava, Czech Republic"],"affiliations":[{"raw_affiliation_string":"VSB-Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5091189860"],"corresponding_institution_ids":["https://openalex.org/I18550681"],"apc_list":null,"apc_paid":null,"fwci":2.6354,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.89600709,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"34","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9945999979972839,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8832724094390869},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7511475682258606},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.745336651802063},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6940479874610901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6150266528129578},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.526055097579956},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33755427598953247}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8832724094390869},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7511475682258606},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.745336651802063},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6940479874610901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6150266528129578},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.526055097579956},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33755427598953247}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3036290.3036326","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3036290.3036326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2017 International Conference on Machine Learning and Soft Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1570613334","https://openalex.org/W1849277567","https://openalex.org/W1981276685","https://openalex.org/W1994186835","https://openalex.org/W2045732268","https://openalex.org/W2069816479","https://openalex.org/W2076063813","https://openalex.org/W2083780116","https://openalex.org/W2097117768","https://openalex.org/W2112796928","https://openalex.org/W2123301364","https://openalex.org/W2128552148","https://openalex.org/W2141619730","https://openalex.org/W2168893862","https://openalex.org/W2172105853","https://openalex.org/W2194775991","https://openalex.org/W2253429366","https://openalex.org/W2274287116","https://openalex.org/W2328176404","https://openalex.org/W2345010043","https://openalex.org/W2557738935","https://openalex.org/W2618530766","https://openalex.org/W2950179405","https://openalex.org/W2952186574","https://openalex.org/W2964350391","https://openalex.org/W3004546326"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W3213976941","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W4380075502","https://openalex.org/W4285161415","https://openalex.org/W2604192360","https://openalex.org/W4400659363","https://openalex.org/W3004029582"],"abstract_inverted_index":{"We":[0,50],"propose":[1],"an":[2],"approach":[3],"to":[4],"diagnosing":[5],"brain":[6,115],"hemorrhage":[7,116],"by":[8],"using":[9],"deep":[10,125],"learning.":[11],"In":[12,28],"particular,":[13],"three":[14,124],"types":[15],"of":[16,39,48,55,79],"convolutional":[17,94],"neural":[18,95],"networks":[19,96],"that":[20,72,93,121],"are":[21,26,97],"LeNet,":[22,73],"GoogLeNet,":[23,74],"and":[24,41,75,82],"Inception-ResNet":[25,76,105],"employed.":[27],"the":[29,35,60,86,123,129],"training":[30],"phase,":[31],"we":[32,91,119],"only":[33],"train":[34,45],"last":[36],"fully-connected":[37],"layers":[38,47],"GoogLeNet":[40,103],"Inception-ResNet,":[42],"but":[43],"do":[44],"all":[46],"LeNet.":[49],"build":[51],"a":[52],"dataset":[53],"consisting":[54],"100":[56],"cases":[57],"collected":[58],"from":[59],"115":[61],"Hospital,":[62],"Ho":[63],"Chi":[64],"Minh":[65],"City,":[66],"Vietnam.":[67],"The":[68],"experimental":[69,89],"results":[70],"show":[71],"achieve":[77],"accuracy":[78],"0.997,":[80],"0.982,":[81],"0.992":[83],"respectively":[84],"on":[85],"dataset.":[87],"Through":[88],"results,":[90],"found":[92],"pre-trained":[98],"with":[99],"non-medical":[100],"images":[101],"like":[102],"or":[104],"can":[106],"be":[107],"used":[108],"in":[109,114],"medical":[110],"image":[111],"diagnosis,":[112],"particularly":[113],"diagnosis.":[117],"And,":[118],"confirm":[120],"among":[122],"models,":[126],"LeNet":[127],"is":[128],"most":[130],"time-consuming":[131],"model.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}