{"id":"https://openalex.org/W2914962338","doi":"https://doi.org/10.1007/978-3-030-11723-8_46","title":"ICHNet: Intracerebral Hemorrhage (ICH) Segmentation Using Deep Learning","display_name":"ICHNet: Intracerebral Hemorrhage (ICH) Segmentation Using Deep Learning","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2914962338","doi":"https://doi.org/10.1007/978-3-030-11723-8_46","mag":"2914962338"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-11723-8_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11723-8_46","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5066653567","display_name":"Mobarakol Islam","orcid":"https://orcid.org/0000-0002-7162-2822"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mobarakol Islam","raw_affiliation_strings":["Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore","NUS Graduate School for Integrative Sciences and Engineering (NGS), National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"NUS Graduate School for Integrative Sciences and Engineering (NGS), National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041485299","display_name":"Parita Sanghani","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Parita Sanghani","raw_affiliation_strings":["Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112480333","display_name":"Angela An Qi See","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131313","display_name":"National Neuroscience Institute","ror":"https://ror.org/03d58dr58","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210131313"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Angela An Qi See","raw_affiliation_strings":["Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore","institution_ids":["https://openalex.org/I4210131313"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037076906","display_name":"Michael L. James","orcid":"https://orcid.org/0000-0002-8715-5210"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Lucas James","raw_affiliation_strings":["Department of Anesthesiology and Neurology, Duke University, Durham, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Anesthesiology and Neurology, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080281123","display_name":"Nicolas Kon Kam King","orcid":"https://orcid.org/0000-0002-6009-4411"},"institutions":[{"id":"https://openalex.org/I4210131313","display_name":"National Neuroscience Institute","ror":"https://ror.org/03d58dr58","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210131313"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Nicolas Kon Kam King","raw_affiliation_strings":["Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore","institution_ids":["https://openalex.org/I4210131313"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032340829","display_name":"Hongliang Ren","orcid":"https://orcid.org/0000-0002-6488-1551"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hongliang Ren","raw_affiliation_strings":["Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":18.2686,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.99149109,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"456","last_page":"463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11763","display_name":"Intracerebral and Subarachnoid Hemorrhage Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10227","display_name":"Acute Ischemic Stroke Management","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8014882802963257},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7889295816421509},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7136070728302002},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6417971253395081},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5735575556755066},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5609463453292847},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.5355109572410583},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4611286222934723},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.46050402522087097},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.45449674129486084},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4460839629173279},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.412450909614563},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3750370144844055}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8014882802963257},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7889295816421509},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7136070728302002},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6417971253395081},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5735575556755066},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5609463453292847},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.5355109572410583},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4611286222934723},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.46050402522087097},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.45449674129486084},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4460839629173279},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.412450909614563},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3750370144844055},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-11723-8_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11723-8_46","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/692c7844-2c89-441b-9cf7-24a59579845c","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/692c7844-2c89-441b-9cf7-24a59579845c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Hoque, M, Sanghani, P, An Qi See, A, James, M L, Kon Kam King, N & Ren, H 2019, ICHNet : Intracerebral Hemorrhage (ICH) Segmentation Using Deep Learning. in A Crimi, S Bakas, H Kuijf, F Keyvan, M Reyes & T van Walsum (eds), Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries : 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Revised Selected Papers, Part I. Lecture Notes in Computer Science, vol. 11383, Springer Cham, Cham, pp. 456\u2013463, 4th International MICCAI Brainlesion Workshop, Granada, Spain, 16/09/18. https://doi.org/10.1007/978-3-030-11723-8_46","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1745334888","https://openalex.org/W1884191083","https://openalex.org/W1903029394","https://openalex.org/W1948751323","https://openalex.org/W2071881327","https://openalex.org/W2080085539","https://openalex.org/W2136587148","https://openalex.org/W2155893237","https://openalex.org/W2161236525","https://openalex.org/W2301358467","https://openalex.org/W2337438617","https://openalex.org/W2402417745","https://openalex.org/W2412782625","https://openalex.org/W2559597482","https://openalex.org/W2560023338","https://openalex.org/W2605654238","https://openalex.org/W2626711511","https://openalex.org/W2737861363","https://openalex.org/W2787845149","https://openalex.org/W2962809185","https://openalex.org/W2962914239","https://openalex.org/W2963848778","https://openalex.org/W2964191491","https://openalex.org/W2964217532","https://openalex.org/W6600007113","https://openalex.org/W6603112649","https://openalex.org/W6776424161"],"related_works":["https://openalex.org/W2356597680","https://openalex.org/W2093471820","https://openalex.org/W50079190","https://openalex.org/W2114846443","https://openalex.org/W3102147106","https://openalex.org/W2111726165","https://openalex.org/W2347460059","https://openalex.org/W1984858032","https://openalex.org/W2616891703","https://openalex.org/W2964954556"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}