{"id":"https://openalex.org/W4200220844","doi":"https://doi.org/10.1109/ispa-bdcloud-socialcom-sustaincom52081.2021.00077","title":"Image Distillation Based Screening for X-ray Crystallography Diffraction Images","display_name":"Image Distillation Based Screening for X-ray Crystallography Diffraction Images","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W4200220844","doi":"https://doi.org/10.1109/ispa-bdcloud-socialcom-sustaincom52081.2021.00077"},"language":"en","primary_location":{"id":"doi:10.1109/ispa-bdcloud-socialcom-sustaincom52081.2021.00077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa-bdcloud-socialcom-sustaincom52081.2021.00077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Intl Conf on Parallel &amp; Distributed Processing with Applications, Big Data &amp; Cloud Computing, Sustainable Computing &amp; Communications, Social Computing &amp; Networking (ISPA/BDCloud/SocialCom/SustainCom)","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/A5012402703","display_name":"Lingyao Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089783","display_name":"Shanghai Medical Information Center","ror":"https://ror.org/007wz9933","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210089783"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lingyao Chen","raw_affiliation_strings":["Shanghai Information Technology Research Center, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Information Technology Research Center, Shanghai, China","institution_ids":["https://openalex.org/I4210089783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108049953","display_name":"Kang Xu","orcid":"https://orcid.org/0000-0002-8568-1540"},"institutions":[{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Xu","raw_affiliation_strings":["Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115605010","display_name":"Xiaoying Zheng","orcid":"https://orcid.org/0000-0002-7417-8296"},"institutions":[{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoying Zheng","raw_affiliation_strings":["Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086260915","display_name":"Yongxin Zhu","orcid":"https://orcid.org/0000-0002-1813-1792"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxin Zhu","raw_affiliation_strings":["Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021280176","display_name":"Yi Jing","orcid":"https://orcid.org/0000-0002-7570-5422"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210089783","display_name":"Shanghai Medical Information Center","ror":"https://ror.org/007wz9933","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210089783"]},{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Jing","raw_affiliation_strings":["Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China","Shanghai Information Technology Research Center, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shanghai Information Technology Research Center, Shanghai, China","institution_ids":["https://openalex.org/I4210089783"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012402703"],"corresponding_institution_ids":["https://openalex.org/I4210089783"],"apc_list":null,"apc_paid":null,"fwci":0.4817,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79613579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"72","issue":null,"first_page":"517","last_page":"521"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9797999858856201,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9753000140190125,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6965444087982178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5746623873710632},{"id":"https://openalex.org/keywords/diffraction","display_name":"Diffraction","score":0.5729332566261292},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5225089192390442},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5132009983062744},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5111907124519348},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4700533151626587},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4418879747390747},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4390971064567566},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4275505244731903},{"id":"https://openalex.org/keywords/synchrotron-radiation","display_name":"Synchrotron radiation","score":0.4164179265499115},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3934473991394043},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2935717701911926},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.23424631357192993},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08520236611366272}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6965444087982178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5746623873710632},{"id":"https://openalex.org/C207114421","wikidata":"https://www.wikidata.org/wiki/Q133900","display_name":"Diffraction","level":2,"score":0.5729332566261292},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5225089192390442},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5132009983062744},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5111907124519348},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4700533151626587},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4418879747390747},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4390971064567566},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4275505244731903},{"id":"https://openalex.org/C16332341","wikidata":"https://www.wikidata.org/wiki/Q212871","display_name":"Synchrotron radiation","level":2,"score":0.4164179265499115},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3934473991394043},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2935717701911926},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.23424631357192993},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08520236611366272},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ispa-bdcloud-socialcom-sustaincom52081.2021.00077","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ispa-bdcloud-socialcom-sustaincom52081.2021.00077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE Intl Conf on Parallel &amp; Distributed Processing with Applications, Big Data &amp; Cloud Computing, Sustainable Computing &amp; Communications, Social Computing &amp; Networking (ISPA/BDCloud/SocialCom/SustainCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1954647394","https://openalex.org/W1966180432","https://openalex.org/W2048590178","https://openalex.org/W2061783148","https://openalex.org/W2094247334","https://openalex.org/W2098487666","https://openalex.org/W2103550468","https://openalex.org/W2164359826","https://openalex.org/W2175561235","https://openalex.org/W2295107390","https://openalex.org/W2335410445","https://openalex.org/W2596380678","https://openalex.org/W2730405534","https://openalex.org/W2793311671","https://openalex.org/W2802285417","https://openalex.org/W2804503210","https://openalex.org/W2886204470","https://openalex.org/W2948439377","https://openalex.org/W2965460905","https://openalex.org/W2980432661","https://openalex.org/W2981292087","https://openalex.org/W3013446486","https://openalex.org/W3166734048","https://openalex.org/W4300485340","https://openalex.org/W6662590323","https://openalex.org/W6746693533"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W1480123525","https://openalex.org/W2620865396","https://openalex.org/W2414054180"],"abstract_inverted_index":{"The":[0],"modern":[1],"synchrotron":[2],"radiation":[3],"facilities":[4],"are":[5],"producing":[6],"massive":[7],"diffraction":[8,52],"images,":[9],"which":[10],"present":[11],"a":[12,60],"severe":[13],"problem":[14],"for":[15,65],"data":[16,39,74],"processing":[17,81],"due":[18],"to":[19,37,45,48,69],"the":[20,51,79],"high":[21],"dimensionality":[22],"of":[23],"imaging":[24],"data.":[25],"Feature":[26],"recognition":[27],"and":[28,76],"selection":[29],"based":[30,63],"deep":[31],"learning":[32],"methods":[33],"have":[34],"been":[35],"developed":[36],"analyze":[38],"automatically.":[40],"One":[41],"crucial":[42],"step":[43],"is":[44],"use":[46],"AI":[47],"screen":[49],"out":[50],"images":[53],"without":[54],"Bragg":[55],"spots.":[56],"This":[57],"paper":[58],"proposes":[59],"feature":[61],"distillation":[62],"approach":[64],"screening.":[66],"It":[67],"helps":[68],"reduce":[70],"over":[71],"40%":[72],"raw":[73],"volume":[75],"greatly":[77],"alleviates":[78],"post":[80],"workload":[82],"faced":[83],"by":[84],"scientists.":[85]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
