{"id":"https://openalex.org/W3007800087","doi":"https://doi.org/10.1109/bigdata47090.2019.9006258","title":"DeepManner: Automatically Determining Manner of Death","display_name":"DeepManner: Automatically Determining Manner of Death","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007800087","doi":"https://doi.org/10.1109/bigdata47090.2019.9006258","mag":"3007800087"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata47090.2019.9006258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","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/A5033968885","display_name":"Esteban Guill\u00e9n\u2010Bas","orcid":"https://orcid.org/0000-0001-6837-2271"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Esteban Guillen","raw_affiliation_strings":["Department of Computer Science, University of New Mexico, Albuquerque, New Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of New Mexico, Albuquerque, New Mexico","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073203270","display_name":"Trilce Estrada","orcid":"https://orcid.org/0000-0001-7743-8754"},"institutions":[{"id":"https://openalex.org/I169521973","display_name":"University of New Mexico","ror":"https://ror.org/05fs6jp91","country_code":"US","type":"education","lineage":["https://openalex.org/I169521973"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Trilce Estrada","raw_affiliation_strings":["Department of Computer Science, University of New Mexico, Albuquerque, New Mexico"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of New Mexico, Albuquerque, New Mexico","institution_ids":["https://openalex.org/I169521973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060189475","display_name":"Matthew D. Cain","orcid":"https://orcid.org/0000-0003-1327-840X"},"institutions":[{"id":"https://openalex.org/I255400825","display_name":"Indiana University Hospital","ror":"https://ror.org/05rbkcx47","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1283055418","https://openalex.org/I255400825","https://openalex.org/I4388446366","https://openalex.org/I4388446366","https://openalex.org/I592451","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Cain","raw_affiliation_strings":["Department of Pathology, Indiana University Hospital, Indianapolis, Indiana"],"affiliations":[{"raw_affiliation_string":"Department of Pathology, Indiana University Hospital, Indianapolis, Indiana","institution_ids":["https://openalex.org/I255400825","https://openalex.org/I55769427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033968885"],"corresponding_institution_ids":["https://openalex.org/I169521973"],"apc_list":null,"apc_paid":null,"fwci":0.1693,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58755313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"25 1","issue":null,"first_page":"1361","last_page":"1366"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12296","display_name":"Autopsy Techniques and Outcomes","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12296","display_name":"Autopsy Techniques and Outcomes","score":0.9829000234603882,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10028","display_name":"Topic Modeling","score":0.9078999757766724,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.902400016784668,"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/homicide","display_name":"Homicide","score":0.6967266201972961},{"id":"https://openalex.org/keywords/jurisdiction","display_name":"Jurisdiction","score":0.6159283518791199},{"id":"https://openalex.org/keywords/medical-examiner","display_name":"Medical examiner","score":0.5867395401000977},{"id":"https://openalex.org/keywords/natural-death","display_name":"Natural death","score":0.5336049199104309},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.49856138229370117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48398399353027344},{"id":"https://openalex.org/keywords/forensic-pathology","display_name":"Forensic pathology","score":0.46401509642601013},{"id":"https://openalex.org/keywords/autopsy","display_name":"Autopsy","score":0.45934468507766724},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4248964190483093},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.39857354760169983},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3969396948814392},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36082178354263306},{"id":"https://openalex.org/keywords/poison-control","display_name":"Poison control","score":0.3605160713195801},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34520766139030457},{"id":"https://openalex.org/keywords/injury-prevention","display_name":"Injury prevention","score":0.34424084424972534},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3108872175216675},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.18641290068626404},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1816626787185669},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.09118300676345825},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07629263401031494}],"concepts":[{"id":"https://openalex.org/C525541732","wikidata":"https://www.wikidata.org/wiki/Q149086","display_name":"Homicide","level":4,"score":0.6967266201972961},{"id":"https://openalex.org/C2776949292","wikidata":"https://www.wikidata.org/wiki/Q471855","display_name":"Jurisdiction","level":2,"score":0.6159283518791199},{"id":"https://openalex.org/C2778200388","wikidata":"https://www.wikidata.org/wiki/Q17143199","display_name":"Medical examiner","level":4,"score":0.5867395401000977},{"id":"https://openalex.org/C2993846896","wikidata":"https://www.wikidata.org/wiki/Q2438541","display_name":"Natural death","level":2,"score":0.5336049199104309},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.49856138229370117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48398399353027344},{"id":"https://openalex.org/C2779071755","wikidata":"https://www.wikidata.org/wiki/Q21685486","display_name":"Forensic pathology","level":3,"score":0.46401509642601013},{"id":"https://openalex.org/C2779504383","wikidata":"https://www.wikidata.org/wiki/Q41482","display_name":"Autopsy","level":2,"score":0.45934468507766724},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4248964190483093},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.39857354760169983},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3969396948814392},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36082178354263306},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.3605160713195801},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34520766139030457},{"id":"https://openalex.org/C190385971","wikidata":"https://www.wikidata.org/wiki/Q373494","display_name":"Injury prevention","level":3,"score":0.34424084424972534},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3108872175216675},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.18641290068626404},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1816626787185669},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.09118300676345825},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07629263401031494},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata47090.2019.9006258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata47090.2019.9006258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W950853366","https://openalex.org/W1563853840","https://openalex.org/W2052229762","https://openalex.org/W2113459411","https://openalex.org/W2125611482","https://openalex.org/W2483215953","https://openalex.org/W2552603742","https://openalex.org/W2587516060","https://openalex.org/W2743945814","https://openalex.org/W2885994488","https://openalex.org/W2950018712","https://openalex.org/W2952436057","https://openalex.org/W2963026768","https://openalex.org/W3125122200","https://openalex.org/W4298422451","https://openalex.org/W4299838440","https://openalex.org/W6633610018","https://openalex.org/W6676984168","https://openalex.org/W6721933647","https://openalex.org/W6742632731","https://openalex.org/W6764398373"],"related_works":["https://openalex.org/W2728862827","https://openalex.org/W2024045337","https://openalex.org/W2033221960","https://openalex.org/W2044675344","https://openalex.org/W1988601946","https://openalex.org/W4229064282","https://openalex.org/W2606360700","https://openalex.org/W2278628673","https://openalex.org/W4210505065","https://openalex.org/W2605434905"],"abstract_inverted_index":{"Medical":[0],"examiners":[1,38],"are":[2,7],"trained":[3],"medical":[4,37],"professional":[5],"who":[6],"responsible":[8],"for":[9],"determining":[10],"cause":[11],"and":[12,20,28,54,86],"manner":[13,73],"of":[14,74,80],"death":[15,75],"(natural,":[16],"accident,":[17],"suicide,":[18],"homicide,":[19],"undetermined).":[21],"Their":[22],"jurisdiction":[23],"includes":[24],"unexpec":[25],"ted,":[26],"violent,":[27],"unexplained":[29],"deaths.":[30],"The":[31],"final":[32],"conclusions":[33],"determined":[34],"by":[35],"the":[36,72,77,87],"can":[39,66],"have":[40],"significant":[41],"consequences,":[42],"therefore":[43],"it":[44],"is":[45,49],"important":[46],"every":[47],"case":[48],"handled":[50],"in":[51,91],"a":[52],"consistent":[53],"unbiased":[55],"fashion.":[56],"We":[57],"will":[58],"show":[59],"how":[60],"modern":[61],"natural":[62],"language":[63],"processing":[64],"techniques":[65],"be":[67],"used":[68],"to":[69],"automatically":[70],"determine":[71],"from":[76],"textual":[78],"descriptions":[79],"injuries,":[81],"demographic":[82],"info,":[83],"scene":[84],"description,":[85],"microscopy":[88],"results":[89],"found":[90],"autopsy":[92],"reports.":[93]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}