{"id":"https://openalex.org/W2791716166","doi":"https://doi.org/10.1117/12.2293715","title":"Automated location detection of injection site for preclinical stereotactic neurosurgery through fully convolutional network","display_name":"Automated location detection of injection site for preclinical stereotactic neurosurgery through fully convolutional network","publication_year":2018,"publication_date":"2018-03-13","ids":{"openalex":"https://openalex.org/W2791716166","doi":"https://doi.org/10.1117/12.2293715","mag":"2791716166"},"language":"en","primary_location":{"id":"doi:10.1117/12.2293715","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2293715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling","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/A5100423697","display_name":"Zheng Liu","orcid":"https://orcid.org/0000-0002-7241-3483"},"institutions":[{"id":"https://openalex.org/I2801919071","display_name":"University of Illinois System","ror":"https://ror.org/05e94g991","country_code":"US","type":"education","lineage":["https://openalex.org/I2801919071"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zheng Liu","raw_affiliation_strings":["Univ. of Illinois (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Illinois (United States)","institution_ids":["https://openalex.org/I2801919071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044596430","display_name":"Hemmings Wu","orcid":"https://orcid.org/0000-0001-9665-2617"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hemmings Wu","raw_affiliation_strings":["Stanford Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford Univ. (United States)","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082424182","display_name":"Shiva Abbaszadeh","orcid":"https://orcid.org/0000-0001-6345-2408"},"institutions":[{"id":"https://openalex.org/I2801919071","display_name":"University of Illinois System","ror":"https://ror.org/05e94g991","country_code":"US","type":"education","lineage":["https://openalex.org/I2801919071"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shiva Abbaszadeh","raw_affiliation_strings":["Univ. of Illinois (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. of Illinois (United States)","institution_ids":["https://openalex.org/I2801919071"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0761,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.31111275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10135","issue":null,"first_page":"64","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9984999895095825,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9984999895095825,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.996399998664856,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9944999814033508,"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":0.6812477707862854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5373031497001648},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.46933332085609436},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4082663953304291},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35020390152931213}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6812477707862854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5373031497001648},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.46933332085609436},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4082663953304291},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35020390152931213}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2293715","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2293715","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and Modeling","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1613773491","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1986059795","https://openalex.org/W2097117768","https://openalex.org/W2102605133","https://openalex.org/W2117539524","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2395611524","https://openalex.org/W2503823987","https://openalex.org/W2557944660","https://openalex.org/W2592606554","https://openalex.org/W2751796963","https://openalex.org/W2964012153","https://openalex.org/W3106250896","https://openalex.org/W6620707391","https://openalex.org/W6631782140","https://openalex.org/W6636486988","https://openalex.org/W6637373629","https://openalex.org/W6638667902","https://openalex.org/W6640054144","https://openalex.org/W6674914833","https://openalex.org/W6675026286","https://openalex.org/W6684191040","https://openalex.org/W6687483927","https://openalex.org/W6724693302","https://openalex.org/W6733886098","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Currently,":[0],"injection":[1,49,102],"sites":[2],"of":[3,38,64,91,100,133],"probes,":[4],"cannula,":[5],"and":[6,25,35,40,77,80,93,96,114],"optic":[7],"fibers":[8],"in":[9],"stereotactic":[10],"neurosurgery":[11],"are":[12,73],"typically":[13],"located":[14],"manually.":[15],"This":[16,51],"step":[17],"involves":[18],"location":[19,33,109],"estimations":[20],"based":[21],"on":[22,62,83],"human":[23],"experiences":[24],"thus":[26],"introduces":[27],"errors.":[28],"In":[29,104],"order":[30],"to":[31,47,57,75],"reduce":[32],"error":[34,110],"improve":[36],"repeatability":[37],"experiments":[39],"treatments,":[41],"we":[42],"investigate":[43],"an":[44],"automated":[45],"method":[46,87],"locate":[48,58,78],"sites.":[50,103],"paper":[52],"proposes":[53],"fully":[54,70,116],"convolutional":[55,71,117,134],"networks":[56,72,118],"specific":[59],"anatomical":[60],"points":[61,82],"skulls":[63],"rodents.":[65],"Preliminary":[66],"results":[67],"show":[68],"that":[69],"capable":[74],"identify":[76],"Bregma":[79],"Lambda":[81],"rodent":[84],"skulls.":[85],"his":[86],"has":[88],"the":[89,98,105,108,115,124],"advantage":[90],"rotation":[92],"shifting":[94],"invariance,":[95],"simplifies":[97],"procedure":[99],"locating":[101],"future":[106],"study,":[107],"will":[111,119],"be":[112,120],"quantified,":[113],"improved":[121],"by":[122],"expanding":[123],"training":[125],"dataset":[126],"as":[127,129],"well":[128],"exploring":[130],"other":[131],"structures":[132],"networks.":[135]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}