{"id":"https://openalex.org/W4285813862","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824216","title":"DuBloQ: Blockchain and Q-Learning Based Drug Discovery in Healthcare 4.0","display_name":"DuBloQ: Blockchain and Q-Learning Based Drug Discovery in Healthcare 4.0","publication_year":2022,"publication_date":"2022-05-30","ids":{"openalex":"https://openalex.org/W4285813862","doi":"https://doi.org/10.1109/iwcmc55113.2022.9824216"},"language":"en","primary_location":{"id":"doi:10.1109/iwcmc55113.2022.9824216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824216","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5083546724","display_name":"Urvashi Ramdasani","orcid":"https://orcid.org/0000-0003-1411-4677"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Urvashi Ramdasani","raw_affiliation_strings":["Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","institution_ids":["https://openalex.org/I165831266"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028743451","display_name":"Gunjan Vinzuda","orcid":null},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gunjan Vinzuda","raw_affiliation_strings":["Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","institution_ids":["https://openalex.org/I165831266"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089077811","display_name":"Sudeep Tanwar","orcid":"https://orcid.org/0000-0002-1776-4651"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sudeep Tanwar","raw_affiliation_strings":["Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","institution_ids":["https://openalex.org/I165831266"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058080028","display_name":"Rajesh Gupta","orcid":"https://orcid.org/0000-0003-3298-4238"},"institutions":[{"id":"https://openalex.org/I165831266","display_name":"Nirma University","ror":"https://ror.org/05qkq7x38","country_code":"IN","type":"education","lineage":["https://openalex.org/I165831266"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh Gupta","raw_affiliation_strings":["Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Technology, Nirma University,Department of Computer Science and Engineering,Ahmedabad,India","institution_ids":["https://openalex.org/I165831266"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Institute of Technology, Nirma University, Ahmedabad, India","institution_ids":["https://openalex.org/I165831266"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),Machine Learning Department,UAE","Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI),Machine Learning Department,UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), UAE","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7488,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65283798,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"284","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9990000128746033,"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/T11407","display_name":"Innovative Microfluidic and Catalytic Techniques Innovation","score":0.9904999732971191,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9726999998092651,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6855710744857788},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6689566969871521},{"id":"https://openalex.org/keywords/drug-discovery","display_name":"Drug discovery","score":0.6077407002449036},{"id":"https://openalex.org/keywords/drug-development","display_name":"Drug development","score":0.5864976644515991},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48037323355674744},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4667057991027832},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4557693600654602},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4498348832130432},{"id":"https://openalex.org/keywords/drug","display_name":"Drug","score":0.38271263241767883},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35049760341644287},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34873396158218384},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20250865817070007},{"id":"https://openalex.org/keywords/pharmacology","display_name":"Pharmacology","score":0.16803261637687683},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.1415978968143463}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6855710744857788},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6689566969871521},{"id":"https://openalex.org/C74187038","wikidata":"https://www.wikidata.org/wiki/Q1418791","display_name":"Drug discovery","level":2,"score":0.6077407002449036},{"id":"https://openalex.org/C64903051","wikidata":"https://www.wikidata.org/wiki/Q2198549","display_name":"Drug development","level":3,"score":0.5864976644515991},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48037323355674744},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4667057991027832},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4557693600654602},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4498348832130432},{"id":"https://openalex.org/C2780035454","wikidata":"https://www.wikidata.org/wiki/Q8386","display_name":"Drug","level":2,"score":0.38271263241767883},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35049760341644287},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34873396158218384},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20250865817070007},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.16803261637687683},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.1415978968143463},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","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":[{"id":"doi:10.1109/iwcmc55113.2022.9824216","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwcmc55113.2022.9824216","pdf_url":null,"source":{"id":"https://openalex.org/S4363605313","display_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Wireless Communications and Mobile Computing (IWCMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7599999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1998848097","https://openalex.org/W2029618180","https://openalex.org/W2159330994","https://openalex.org/W2555782333","https://openalex.org/W2773987374","https://openalex.org/W2789658355","https://openalex.org/W2886645617","https://openalex.org/W2904983307","https://openalex.org/W2914554345","https://openalex.org/W2920683040","https://openalex.org/W2942795391","https://openalex.org/W2943665829","https://openalex.org/W2962764565","https://openalex.org/W2967423408","https://openalex.org/W2979808856","https://openalex.org/W2989970371","https://openalex.org/W3004366737","https://openalex.org/W3014399982","https://openalex.org/W3030296786","https://openalex.org/W3081567905","https://openalex.org/W3088941935","https://openalex.org/W3093908976","https://openalex.org/W3100751385","https://openalex.org/W3104956673","https://openalex.org/W3175694419","https://openalex.org/W3215634159"],"related_works":["https://openalex.org/W2480711475","https://openalex.org/W4206379684","https://openalex.org/W2378005410","https://openalex.org/W2170435352","https://openalex.org/W2061997414","https://openalex.org/W2048876619","https://openalex.org/W1587522533","https://openalex.org/W2127264463","https://openalex.org/W2764191054","https://openalex.org/W1585256759"],"abstract_inverted_index":{"Drug":[0,50],"Discovery":[1],"is":[2,76,177],"a":[3,29,69,81,95,104,110,116,127,140,143,149,188],"process":[4],"by":[5],"which":[6],"new":[7],"potential":[8],"drugs":[9],"are":[10,40],"discovered":[11],"and":[12,42,49,54,142,160,196],"clinically":[13],"trialed":[14],"for":[15,32,80,94,130,174,204],"commercial":[16],"medicinal":[17],"purposes.":[18],"It":[19],"has":[20],"several":[21],"stages":[22,36,60,67],"of":[23,37,139,151,202],"development,":[24,43,47],"where":[25,74],"each":[26],"stage":[27],"requires":[28],"prescribed":[30],"time":[31,71,112],"its":[33,164,181],"completion.":[34],"The":[35,57,146],"drug":[38,131],"development":[39],"discovery":[41,132],"pre-clinical":[44],"research,":[45],"clinical":[46],"Food":[48],"Administration":[51],"(FDA)":[52],"review,":[53],"post-market":[55],"monitoring.":[56],"first":[58],"three":[59],"themselves":[61],"take":[62,68],"nearly":[63],"6.5":[64],"years.":[65],"These":[66],"huge":[70],"in":[72],"cases":[73],"there":[75,89],"an":[77,91,200],"urgent":[78,92],"need":[79,93],"drug.":[82],"For":[83],"example,":[84],"during":[85],"the":[86,161,169,172,175,205],"COVID-19":[87],"pandemic,":[88],"was":[90],"vaccine.":[96,119],"Many":[97],"research":[98],"institutes":[99],"worked$24":[100],"\\times":[101],"7$to":[102],"develop":[103],"vaccine,":[105],"but":[106],"it":[107],"still":[108],"took":[109],"considerable":[111],"to":[113,115,179],"get":[114],"bare":[117],"minimum":[118],"To":[120],"tackle":[121],"this":[122,185],"problem,":[123],"we":[124],"propose":[125],"DuBloQ,":[126],"novel":[128],"methodology":[129],"using":[133],"Q-Learning.":[134],"Our":[135],"Q-Learning":[136],"model":[137,186],"consists":[138],"generator":[141,147,176,206],"predictor":[144],"model.":[145,207],"generates":[148],"set":[150],"Simplified":[152],"Molecular":[153],"Input":[154],"Line":[155],"Entry":[156],"System":[157],"(SMILES)":[158],"strings":[159],"Predictor":[162],"predicts":[163],"logp":[165,170],"values.":[166],"Based":[167],"on":[168],"values,":[171],"reward":[173],"provided":[178],"improve":[180],"performance.":[182],"We":[183,198],"integrate":[184],"with":[187],"blockchain":[189],"User":[190],"Interface":[191],"(UI)":[192],"that":[193],"ensures":[194],"security":[195],"privacy.":[197],"achieved":[199],"accuracy":[201],"76.1%":[203]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
