{"id":"https://openalex.org/W2404302246","doi":"https://doi.org/10.1109/icassp.2016.7471814","title":"A MIL-based interactive approach for hotspot segmentation from bone scintigraphy","display_name":"A MIL-based interactive approach for hotspot segmentation from bone scintigraphy","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2404302246","doi":"https://doi.org/10.1109/icassp.2016.7471814","mag":"2404302246"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2016.7471814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7471814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5080973846","display_name":"Shijie Geng","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shijie Geng","raw_affiliation_strings":["Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109542890","display_name":"Jingyang Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyang Ma","raw_affiliation_strings":["Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101027844","display_name":"Xiaoguang Niu","orcid":"https://orcid.org/0000-0002-1373-5685"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoguang Niu","raw_affiliation_strings":["Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019904708","display_name":"Shaoyong Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoyong Jia","raw_affiliation_strings":["Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748135","display_name":"Yu Qiao","orcid":"https://orcid.org/0000-0002-1889-2567"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Qiao","raw_affiliation_strings":["Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100404947","display_name":"Jie Yang","orcid":"https://orcid.org/0000-0003-4801-7162"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China"],"affiliations":[{"raw_affiliation_string":"Institute of Image Processing and Pattern Recognition, The Key Laboratory of System Control and Information Processing, Ministry of Education, China","institution_ids":["https://openalex.org/I1327237609"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080973846"],"corresponding_institution_ids":["https://openalex.org/I1327237609"],"apc_list":null,"apc_paid":null,"fwci":0.334,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.64747344,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"34","issue":null,"first_page":"942","last_page":"946"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7875245809555054},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7616285085678101},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6375116109848022},{"id":"https://openalex.org/keywords/hotspot","display_name":"Hotspot (geology)","score":0.5847070813179016},{"id":"https://openalex.org/keywords/minimum-bounding-box","display_name":"Minimum bounding box","score":0.568415105342865},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.5383068323135376},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5029298663139343},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.42271244525909424},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41929030418395996},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37301740050315857},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08021056652069092}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7875245809555054},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7616285085678101},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6375116109848022},{"id":"https://openalex.org/C146481406","wikidata":"https://www.wikidata.org/wiki/Q105131","display_name":"Hotspot (geology)","level":2,"score":0.5847070813179016},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.568415105342865},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.5383068323135376},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5029298663139343},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.42271244525909424},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41929030418395996},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37301740050315857},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08021056652069092},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2016.7471814","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7471814","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1661786820","https://openalex.org/W1995911388","https://openalex.org/W2025146408","https://openalex.org/W2103112925","https://openalex.org/W2105597589","https://openalex.org/W2118246710","https://openalex.org/W2133288557","https://openalex.org/W2152526126","https://openalex.org/W2155203841","https://openalex.org/W2163808566","https://openalex.org/W2166010828","https://openalex.org/W2169099300","https://openalex.org/W2296558186","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4237171675","https://openalex.org/W3036286480","https://openalex.org/W4287027631","https://openalex.org/W3192357901","https://openalex.org/W2387360586","https://openalex.org/W2952736415","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W2883297582","https://openalex.org/W4390524233"],"abstract_inverted_index":{"Bone":[0],"scintigraphy":[1],"is":[2,12,105],"widely":[3],"used":[4],"to":[5,28,52,65,72],"diagnose":[6],"bone":[7],"diseases.":[8],"Accurate":[9],"hotspot":[10,82],"segmentation":[11,50,89],"a":[13,38,53,80],"critical":[14],"task":[15,57],"for":[16],"tumor":[17],"metastasis":[18],"diagnosis.":[19],"In":[20,70],"this":[21],"paper,":[22],"we":[23,78],"propose":[24],"an":[25],"interactive":[26],"approach":[27],"detect":[29],"and":[30,61,86,104],"extract":[31],"hotspots":[32],"in":[33],"thoracic":[34],"region":[35],"based":[36,91],"on":[37,92],"new":[39],"multiple":[40,54],"instance":[41,55],"learning":[42,56],"(MIL)":[43],"method":[44,100],"called":[45],"EM-MILBoost.":[46],"We":[47],"convert":[48],"the":[49,66],"problem":[51],"by":[58],"constructing":[59],"positive":[60],"negative":[62],"bags":[63],"according":[64],"input":[67],"bounding":[68],"box.":[69],"order":[71],"be":[73],"robust":[74,106],"against":[75,107],"noisy":[76,109],"input,":[77],"train":[79],"region-level":[81],"classifier":[83],"with":[84],"EM-MILBoost":[85],"develop":[87],"several":[88],"strategies":[90],"it.":[93],"The":[94],"experimental":[95],"results":[96],"demonstrate":[97],"that":[98],"our":[99],"outperforms":[101],"other":[102],"methods":[103],"various":[108],"input.":[110]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"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"}