{"id":"https://openalex.org/W4389001632","doi":"https://doi.org/10.1007/978-981-99-8138-0_24","title":"Correlation-Distance Graph Learning for\u00a0Treatment Response Prediction from\u00a0rs-fMRI","display_name":"Correlation-Distance Graph Learning for\u00a0Treatment Response Prediction from\u00a0rs-fMRI","publication_year":2023,"publication_date":"2023-11-25","ids":{"openalex":"https://openalex.org/W4389001632","doi":"https://doi.org/10.1007/978-981-99-8138-0_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-8138-0_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8138-0_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5082275076","display_name":"Xiatian Zhang","orcid":"https://orcid.org/0000-0003-0228-6359"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Francis Xiatian Zhang","raw_affiliation_strings":["Department of Computer Science, Durham University, Durham, UK"],"raw_orcid":"https://orcid.org/0000-0003-0228-6359","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025614662","display_name":"Sisi Zheng","orcid":"https://orcid.org/0000-0002-1575-6877"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210112448","display_name":"Beijing Anding Hospital","ror":"https://ror.org/021ky1s64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sisi Zheng","raw_affiliation_strings":["Advanced Innovation Center for Human Brain Protection, Beijing Anding Hospital, Capital Medical University, Beijing, China","Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders and National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1575-6877","affiliations":[{"raw_affiliation_string":"Advanced Innovation Center for Human Brain Protection, Beijing Anding Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210112448","https://openalex.org/I183519381"]},{"raw_affiliation_string":"Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders and National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210112448","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038258635","display_name":"Hubert P. H. Shum","orcid":"https://orcid.org/0000-0001-5651-6039"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hubert P. H. Shum","raw_affiliation_strings":["Department of Computer Science, Durham University, Durham, UK"],"raw_orcid":"https://orcid.org/0000-0001-5651-6039","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080790267","display_name":"Haozheng Zhang","orcid":"https://orcid.org/0000-0003-1312-4566"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Haozheng Zhang","raw_affiliation_strings":["Department of Computer Science, Durham University, Durham, UK"],"raw_orcid":"https://orcid.org/0000-0003-1312-4566","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101926146","display_name":"Nan Song","orcid":"https://orcid.org/0000-0002-3724-4960"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210112448","display_name":"Beijing Anding Hospital","ror":"https://ror.org/021ky1s64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Song","raw_affiliation_strings":["Advanced Innovation Center for Human Brain Protection, Beijing Anding Hospital, Capital Medical University, Beijing, China","Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders and National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Innovation Center for Human Brain Protection, Beijing Anding Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210112448","https://openalex.org/I183519381"]},{"raw_affiliation_string":"Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders and National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210112448","https://openalex.org/I183519381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006674644","display_name":"Mingkang Song","orcid":"https://orcid.org/0000-0001-8146-1543"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210112448","display_name":"Beijing Anding Hospital","ror":"https://ror.org/021ky1s64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112448"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingkang Song","raw_affiliation_strings":["Advanced Innovation Center for Human Brain Protection, Beijing Anding Hospital, Capital Medical University, Beijing, China","Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders and National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8146-1543","affiliations":[{"raw_affiliation_string":"Advanced Innovation Center for Human Brain Protection, Beijing Anding Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210112448","https://openalex.org/I183519381"]},{"raw_affiliation_string":"Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders and National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210112448","https://openalex.org/I183519381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068661218","display_name":"Hongxiao Jia","orcid":"https://orcid.org/0000-0002-4924-1388"},"institutions":[{"id":"https://openalex.org/I183519381","display_name":"Capital Medical University","ror":"https://ror.org/013xs5b60","country_code":"CN","type":"education","lineage":["https://openalex.org/I183519381"]},{"id":"https://openalex.org/I4210112448","display_name":"Beijing Anding Hospital","ror":"https://ror.org/021ky1s64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210112448"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongxiao Jia","raw_affiliation_strings":["Advanced Innovation Center for Human Brain Protection, Beijing Anding Hospital, Capital Medical University, Beijing, China","Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders and National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4924-1388","affiliations":[{"raw_affiliation_string":"Advanced Innovation Center for Human Brain Protection, Beijing Anding Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210112448","https://openalex.org/I183519381"]},{"raw_affiliation_string":"Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders and National Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China","institution_ids":["https://openalex.org/I4210112448","https://openalex.org/I183519381"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038258635","https://openalex.org/A5068661218"],"corresponding_institution_ids":["https://openalex.org/I183519381","https://openalex.org/I190082696","https://openalex.org/I4210112448"],"apc_list":null,"apc_paid":null,"fwci":1.1358,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81835534,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"298","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.6537359356880188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6094181537628174},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6026134490966797},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5387635231018066},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49750807881355286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4849115014076233},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.47150009870529175},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.355448842048645},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2449524998664856},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22431287169456482},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11084440350532532},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.09377434849739075}],"concepts":[{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6537359356880188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6094181537628174},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6026134490966797},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5387635231018066},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49750807881355286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4849115014076233},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.47150009870529175},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.355448842048645},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2449524998664856},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22431287169456482},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11084440350532532},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.09377434849739075},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-99-8138-0_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8138-0_24","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G5088749710","display_name":null,"funder_award_id":"EP/X031012/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5090036199","display_name":"Northern Health Futures Hub","funder_award_id":"EP/X031012/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1988321667","https://openalex.org/W2008107235","https://openalex.org/W2037035617","https://openalex.org/W2064165637","https://openalex.org/W2064675550","https://openalex.org/W2220779336","https://openalex.org/W2337323496","https://openalex.org/W2499800833","https://openalex.org/W2540806667","https://openalex.org/W2601707947","https://openalex.org/W2753380174","https://openalex.org/W2768568008","https://openalex.org/W2798438349","https://openalex.org/W2808933756","https://openalex.org/W2884585870","https://openalex.org/W2884781986","https://openalex.org/W2950244299","https://openalex.org/W2963076818","https://openalex.org/W2963303578","https://openalex.org/W2977883299","https://openalex.org/W2992730238","https://openalex.org/W3039011740","https://openalex.org/W3089503988","https://openalex.org/W3090637695","https://openalex.org/W3103204785","https://openalex.org/W3146603875","https://openalex.org/W3152893301","https://openalex.org/W3160521808","https://openalex.org/W3175639122","https://openalex.org/W3204549153","https://openalex.org/W4226018335","https://openalex.org/W4239510810","https://openalex.org/W4292548033","https://openalex.org/W4292829041","https://openalex.org/W4295746671","https://openalex.org/W4308216521","https://openalex.org/W4322771538","https://openalex.org/W4364364214","https://openalex.org/W6601955380","https://openalex.org/W6757469501"],"related_works":["https://openalex.org/W4230045434","https://openalex.org/W4383566813","https://openalex.org/W2373853579","https://openalex.org/W2355039870","https://openalex.org/W3200742558","https://openalex.org/W1983030278","https://openalex.org/W2347609703","https://openalex.org/W2406918878","https://openalex.org/W4247174394","https://openalex.org/W2115711068"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2023-11-26T00:00:00"}