{"id":"https://openalex.org/W2615873585","doi":"https://doi.org/10.1109/cybconf.2017.7985802","title":"Representation Learning of Drug and Disease Terms for Drug Repositioning","display_name":"Representation Learning of Drug and Disease Terms for Drug Repositioning","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2615873585","doi":"https://doi.org/10.1109/cybconf.2017.7985802","mag":"2615873585"},"language":"en","primary_location":{"id":"doi:10.1109/cybconf.2017.7985802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2017.7985802","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 3rd IEEE International Conference on Cybernetics (CYBCONF)","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/A5089895811","display_name":"Sahil Manchanda","orcid":"https://orcid.org/0000-0001-7437-9891"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sahil Manchanda","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology, Guwahati, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology, Guwahati, India","institution_ids":["https://openalex.org/I1317621060"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040626471","display_name":"Ashish Anand","orcid":"https://orcid.org/0000-0002-0024-3358"},"institutions":[{"id":"https://openalex.org/I1317621060","display_name":"Indian Institute of Technology Guwahati","ror":"https://ror.org/0022nd079","country_code":"IN","type":"education","lineage":["https://openalex.org/I1317621060"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Anand","raw_affiliation_strings":["Department of Computer Science and Engineering, Indian Institute of Technology, Guwahati, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Indian Institute of Technology, Guwahati, India","institution_ids":["https://openalex.org/I1317621060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5089895811"],"corresponding_institution_ids":["https://openalex.org/I1317621060"],"apc_list":null,"apc_paid":null,"fwci":0.319,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57259826,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9833999872207642,"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/drug","display_name":"Drug","score":0.7691198587417603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6182667016983032},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6177822351455688},{"id":"https://openalex.org/keywords/drug-repositioning","display_name":"Drug repositioning","score":0.6055546402931213},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.43505799770355225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40483346581459045},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.255560040473938},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.18996575474739075},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07928803563117981}],"concepts":[{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.7691198587417603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6182667016983032},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6177822351455688},{"id":"https://openalex.org/C103637391","wikidata":"https://www.wikidata.org/wiki/Q5308921","display_name":"Drug repositioning","level":3,"score":0.6055546402931213},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.43505799770355225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40483346581459045},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.255560040473938},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.18996575474739075},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07928803563117981},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cybconf.2017.7985802","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybconf.2017.7985802","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 3rd IEEE International Conference on Cybernetics (CYBCONF)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.5699999928474426,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W90362830","https://openalex.org/W1940008012","https://openalex.org/W1978321902","https://openalex.org/W1979488516","https://openalex.org/W1992382782","https://openalex.org/W1994658365","https://openalex.org/W1998898494","https://openalex.org/W2012746420","https://openalex.org/W2019707847","https://openalex.org/W2026257220","https://openalex.org/W2031723179","https://openalex.org/W2031954078","https://openalex.org/W2050078980","https://openalex.org/W2082565035","https://openalex.org/W2100929382","https://openalex.org/W2103368657","https://openalex.org/W2111213181","https://openalex.org/W2112946624","https://openalex.org/W2113072832","https://openalex.org/W2114781353","https://openalex.org/W2120850582","https://openalex.org/W2123688186","https://openalex.org/W2144086069","https://openalex.org/W2145321215","https://openalex.org/W2149522871","https://openalex.org/W2151697120","https://openalex.org/W2153579005","https://openalex.org/W2154654747","https://openalex.org/W2154896031","https://openalex.org/W2166209362","https://openalex.org/W2183717576","https://openalex.org/W2346950316","https://openalex.org/W2562110925","https://openalex.org/W2977393556","https://openalex.org/W4294170691","https://openalex.org/W6603694148","https://openalex.org/W6640485552","https://openalex.org/W6682691769","https://openalex.org/W6686420396"],"related_works":["https://openalex.org/W4281673370","https://openalex.org/W4206422705","https://openalex.org/W2886266969","https://openalex.org/W4366527864","https://openalex.org/W4287114073","https://openalex.org/W2903687253","https://openalex.org/W2006667691","https://openalex.org/W2399140686","https://openalex.org/W1980001478","https://openalex.org/W3166711969"],"abstract_inverted_index":{"Drug":[0],"repositioning":[1],"(DR)":[2],"refers":[3],"to":[4,33,59,129,150,178],"identification":[5],"of":[6,15,18,26,51,72,96,113,119,147,153],"novel":[7,145],"indications":[8],"for":[9,133],"the":[10,79,83,88,199,210,216],"approved":[11],"drugs.":[12],"The":[13,188],"requirement":[14],"huge":[16],"investment":[17],"time":[19],"as":[20,22],"well":[21],"money":[23],"and":[24,48,55,155,165,184,204],"risk":[25],"failure":[27],"in":[28,35,37,82,94,99,162],"clinical":[29],"trials":[30],"have":[31,126,207],"led":[32],"surge":[34],"interest":[36],"drug":[38,183],"repositioning.":[39],"DR":[40],"exploits":[41],"two":[42],"major":[43],"aspects":[44],"associated":[45],"with":[46,195,215],"drugs":[47,54,154],"diseases:":[49],"existence":[50],"similarity":[52],"among":[53,56],"diseases":[57,156,206],"due":[58],"their":[60],"shared":[61],"involved":[62],"genes":[63],"or":[64,66,109],"pathways":[65],"common":[67],"biological":[68],"effects.":[69],"Existing":[70],"methods":[71,125],"identifying":[73],"drug-disease":[74],"association":[75],"majorly":[76],"rely":[77],"on":[78,174,202],"information":[80,92,160],"available":[81,93,161],"structured":[84,166],"databases":[85],"only.":[86],"On":[87],"other":[89],"hand,":[90],"abundant":[91],"form":[95],"free":[97,120],"texts":[98,121,164],"biomedical":[100],"research":[101],"articles":[102],"are":[103,213],"not":[104],"being":[105],"fully":[106],"exploited.":[107],"Word-embedding":[108],"obtaining":[110],"vector":[111,186],"representation":[112,148],"words":[114],"from":[115],"a":[116,144],"large":[117],"corpora":[118],"using":[122],"neural":[123],"network":[124],"been":[127],"shown":[128,192,208],"give":[130],"significant":[131],"performance":[132,194],"several":[134],"natural":[135],"language":[136],"processing":[137],"tasks.":[138],"In":[139],"this":[140],"work":[141],"we":[142,169],"propose":[143],"way":[146],"learning":[149],"obtain":[151],"features":[152],"by":[157],"combining":[158],"complementary":[159],"unstructured":[163],"datasets.":[167],"Next":[168],"use":[170],"matrix":[171,181],"completion":[172],"approach":[173],"these":[175],"feature":[176],"vectors":[177],"learn":[179],"projection":[180],"between":[182],"disease":[185],"spaces.":[187],"proposed":[189],"method":[190],"has":[191],"competitive":[193],"state-of-the-art":[196],"methods.":[197],"Further,":[198],"case":[200],"studies":[201],"Alzheimer's":[203],"Hypertension":[205],"that":[209],"predicted":[211],"associations":[212],"matching":[214],"existing":[217],"knowledge.":[218]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}