{"id":"https://openalex.org/W2990293433","doi":"https://doi.org/10.1021/acs.jcim.9b00682","title":"Multisolvent Similarity Measure of Chinese Herbal Medicine Ingredients for Cold\u2013Hot Nature Identification","display_name":"Multisolvent Similarity Measure of Chinese Herbal Medicine Ingredients for Cold\u2013Hot Nature Identification","publication_year":2019,"publication_date":"2019-11-25","ids":{"openalex":"https://openalex.org/W2990293433","doi":"https://doi.org/10.1021/acs.jcim.9b00682","mag":"2990293433","pmid":"https://pubmed.ncbi.nlm.nih.gov/31765572"},"language":"en","primary_location":{"id":"doi:10.1021/acs.jcim.9b00682","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.9b00682","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5007713557","display_name":"Guohui Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guohui Wei","raw_affiliation_strings":["Key Laboratory of Theory of TCM, Ministry of Education of China, Shandong University of Traditional Chinese Medicine, Jinan 250355, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Theory of TCM, Ministry of Education of China, Shandong University of Traditional Chinese Medicine, Jinan 250355, China","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109143870","display_name":"Xianjun Fu","orcid":"https://orcid.org/0000-0002-9399-4635"},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianjun Fu","raw_affiliation_strings":["Key Laboratory of Theory of TCM, Ministry of Education of China, Shandong University of Traditional Chinese Medicine, Jinan 250355, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Theory of TCM, Ministry of Education of China, Shandong University of Traditional Chinese Medicine, Jinan 250355, China","institution_ids":["https://openalex.org/I134738993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102742558","display_name":"Zhenguo Wang","orcid":"https://orcid.org/0000-0001-7105-4071"},"institutions":[{"id":"https://openalex.org/I134738993","display_name":"Shandong University of Traditional Chinese Medicine","ror":"https://ror.org/0523y5c19","country_code":"CN","type":"education","lineage":["https://openalex.org/I134738993"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenguo Wang","raw_affiliation_strings":["Key Laboratory of Theory of TCM, Ministry of Education of China, Shandong University of Traditional Chinese Medicine, Jinan 250355, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Theory of TCM, Ministry of Education of China, Shandong University of Traditional Chinese Medicine, Jinan 250355, China","institution_ids":["https://openalex.org/I134738993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007713557","https://openalex.org/A5102742558"],"corresponding_institution_ids":["https://openalex.org/I134738993"],"apc_list":null,"apc_paid":null,"fwci":4.0836,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92995522,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"59","issue":"12","first_page":"5065","last_page":"5073"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/T12647","display_name":"Traditional Chinese Medicine Studies","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/T11709","display_name":"Traditional Chinese Medicine Analysis","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"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/T13095","display_name":"Plant-based Medicinal Research","score":0.949400007724762,"subfield":{"id":"https://openalex.org/subfields/3004","display_name":"Pharmacology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6150688529014587},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.49572527408599854},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.48135262727737427},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.47351861000061035},{"id":"https://openalex.org/keywords/traditional-medicine","display_name":"Traditional medicine","score":0.46028581261634827},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39795899391174316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39086586236953735},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3876093029975891},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3226022720336914},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2056879699230194}],"concepts":[{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6150688529014587},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.49572527408599854},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.48135262727737427},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.47351861000061035},{"id":"https://openalex.org/C556039675","wikidata":"https://www.wikidata.org/wiki/Q771035","display_name":"Traditional medicine","level":1,"score":0.46028581261634827},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39795899391174316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39086586236953735},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3876093029975891},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3226022720336914},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2056879699230194},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D003080","descriptor_name":"Cold Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003080","descriptor_name":"Cold Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003080","descriptor_name":"Cold Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004355","descriptor_name":"Drug Stability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004355","descriptor_name":"Drug Stability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004355","descriptor_name":"Drug Stability","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004365","descriptor_name":"Drugs, Chinese Herbal","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004365","descriptor_name":"Drugs, Chinese Herbal","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004365","descriptor_name":"Drugs, Chinese Herbal","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D006358","descriptor_name":"Hot Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006358","descriptor_name":"Hot Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006358","descriptor_name":"Hot Temperature","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008516","descriptor_name":"Medicine, Chinese Traditional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008516","descriptor_name":"Medicine, Chinese Traditional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008516","descriptor_name":"Medicine, Chinese Traditional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012997","descriptor_name":"Solvents","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D012997","descriptor_name":"Solvents","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D012997","descriptor_name":"Solvents","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1021/acs.jcim.9b00682","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.9b00682","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","raw_type":"journal-article"},{"id":"pmid:31765572","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31765572","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of chemical information and modeling","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G160637121","display_name":null,"funder_award_id":"2007CB512600","funder_id":"https://openalex.org/F4320321540","funder_display_name":"Ministry of Science and Technology of the People's Republic of China"},{"id":"https://openalex.org/G2217331050","display_name":null,"funder_award_id":"2016CYJS08A01-1","funder_id":"https://openalex.org/F4320333596","funder_display_name":"Key Technology Research and Development Program of Shandong"},{"id":"https://openalex.org/G6938565579","display_name":null,"funder_award_id":"2019-0037","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321540","display_name":"Ministry of Science and Technology of the People's Republic of China","ror":"https://ror.org/027s68j25"},{"id":"https://openalex.org/F4320333596","display_name":"Key Technology Research and Development Program of Shandong","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2030958001","https://openalex.org/W2046100773","https://openalex.org/W2106053110","https://openalex.org/W2133126147","https://openalex.org/W2152756885","https://openalex.org/W2169495281","https://openalex.org/W2178772675","https://openalex.org/W2228619239","https://openalex.org/W2548123249","https://openalex.org/W2572931349","https://openalex.org/W2592286896","https://openalex.org/W2608439998","https://openalex.org/W2769012461","https://openalex.org/W2771432431"],"related_works":["https://openalex.org/W2898732673","https://openalex.org/W2375480909","https://openalex.org/W2353314428","https://openalex.org/W2319693127","https://openalex.org/W308539617","https://openalex.org/W2072263576","https://openalex.org/W2474567666","https://openalex.org/W1940044583","https://openalex.org/W2806903871","https://openalex.org/W4320802053"],"abstract_inverted_index":{"Cold-hot":[0],"nature":[1,19,27,92,208],"theory":[2,7],"is":[3,45,162],"the":[4,14,120,139,166,169,194,199,204,207],"core":[5],"basic":[6],"of":[8,33,40,84,113,122,141,149,184,201,206,209],"traditional":[9],"Chinese":[10,41],"medicine":[11,20],"(TCM).":[12],"\"Treating":[13],"hot":[15,26,38],"syndrome":[16,24],"with":[17,25,181],"cold":[18,23,69],"and":[21,87,102,172],"treating":[22],"medicine\"":[28],"indicates":[29],"that":[30,179],"correct":[31],"classification":[32],"medical":[34],"properties":[35],"(cold":[36],"or":[37,70],"nature)":[39],"herbal":[42],"medicines":[43],"(CHMs)":[44],"an":[46,155],"important":[47],"basis":[48],"for":[49,65,91],"TCM":[50],"treatment.":[51],"In":[52],"this":[53],"study,":[54],"we":[55,117],"propose":[56],"a":[57,74,88,130,159],"novel":[58],"multisolvent":[59,75,131],"similarity":[60,82,121,140],"measure":[61,83,138],"retrieval":[62,89,160,196],"scheme":[63,90,161,197],"(MSSMRS)":[64],"discriminating":[66],"CHMs":[67,180],"as":[68],"hot.":[71],"We":[72,128],"explore":[73,129],"distance":[76,132],"metric":[77,133],"learning":[78,134],"algorithm":[79,136],"to":[80,107,125,137,164],"calculate":[81],"CHM":[85,114,123,142,170],"ingredients,":[86],"identification.":[93],"First,":[94],"four":[95],"solvents":[96],"(chloroform,":[97],"distilled":[98],"water,":[99],"absolute":[100],"ethanol,":[101],"petroleum":[103],"ether)":[104],"are":[105],"applied":[106],"extract":[108],"ultraviolet":[109],"(UV)":[110],"spectrum":[111],"data":[112,152],"ingredients.":[115,143],"Second,":[116],"study":[118],"quantifying":[119],"ingredients":[124,171],"fingerprint":[126],"similarity.":[127],"(MSDML)":[135],"MSDML":[144,202],"can":[145],"discover":[146],"complementary":[147],"characteristics":[148],"different":[150],"solvent":[151],"sets":[153],"through":[154],"optimization":[156],"algorithm.":[157],"Finally,":[158],"designed":[163],"analyze":[165],"relationship":[167],"between":[168],"cold-hot":[173],"nature.":[174],"Extensive":[175],"experimental":[176],"results":[177],"demonstrate":[178],"similar":[182,187],"compositions":[183],"substances":[185],"have":[186],"medicinal":[188],"natures.":[189],"Experimental":[190],"evaluations":[191],"based":[192],"on":[193],"proposed":[195],"suggest":[198],"effectiveness":[200],"in":[203],"identification":[205],"CHMs.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":8}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
