{"id":"https://openalex.org/W2166212912","doi":"https://doi.org/10.1186/1471-2105-15-169","title":"A semi-automated technique for labeling and counting of apoptosing retinal cells","display_name":"A semi-automated technique for labeling and counting of apoptosing retinal cells","publication_year":2014,"publication_date":"2014-06-05","ids":{"openalex":"https://openalex.org/W2166212912","doi":"https://doi.org/10.1186/1471-2105-15-169","mag":"2166212912","pmid":"https://pubmed.ncbi.nlm.nih.gov/24902592"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-15-169","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-15-169","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-15-169","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-15-169","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091239431","display_name":"Mukhtar Bizrah","orcid":"https://orcid.org/0000-0001-7173-6232"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I2799786270","display_name":"Hillingdon Hospitals NHS Foundation Trust","ror":"https://ror.org/04v0as660","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2799786270"]},{"id":"https://openalex.org/I153355300","display_name":"Imperial College Healthcare NHS Trust","ror":"https://ror.org/056ffv270","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mukhtar Bizrah","raw_affiliation_strings":["Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","The Hillingdon Hospitals NHS Foundation Trust and Western Eye Hospital, Imperial College Healthcare NHS Trust, London, UK"],"affiliations":[{"raw_affiliation_string":"Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"The Hillingdon Hospitals NHS Foundation Trust and Western Eye Hospital, Imperial College Healthcare NHS Trust, London, UK","institution_ids":["https://openalex.org/I153355300","https://openalex.org/I2799786270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019987116","display_name":"Steven C. Dakin","orcid":"https://orcid.org/0000-0002-3548-9104"},"institutions":[{"id":"https://openalex.org/I4210150574","display_name":"Moorfields Eye Hospital","ror":"https://ror.org/03tb37539","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I1325675289","https://openalex.org/I4210150574"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Steve C Dakin","raw_affiliation_strings":["Deparment of Visual Neuroscience, UCL Institute of Ophthalmology, London, UK","NIHR Biomedical Research Centre at Moorfields Eye Hospital, London, UK"],"affiliations":[{"raw_affiliation_string":"Deparment of Visual Neuroscience, UCL Institute of Ophthalmology, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"NIHR Biomedical Research Centre at Moorfields Eye Hospital, London, UK","institution_ids":["https://openalex.org/I45129253","https://openalex.org/I4210150574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030736220","display_name":"Li Guo","orcid":"https://orcid.org/0000-0002-3124-4505"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Li Guo","raw_affiliation_strings":["Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK"],"affiliations":[{"raw_affiliation_string":"Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103028196","display_name":"Farzana Rahman","orcid":"https://orcid.org/0000-0002-7512-2745"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Farzana Rahman","raw_affiliation_strings":["Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK"],"affiliations":[{"raw_affiliation_string":"Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037524372","display_name":"Miles Parnell","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Miles Parnell","raw_affiliation_strings":["Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK"],"affiliations":[{"raw_affiliation_string":"Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060629377","display_name":"Eduardo Normando","orcid":"https://orcid.org/0000-0002-5774-8082"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I4210136817","display_name":"Western Eye Hospital","ror":"https://ror.org/04g0t2d47","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300","https://openalex.org/I4210136817"]},{"id":"https://openalex.org/I153355300","display_name":"Imperial College Healthcare NHS Trust","ror":"https://ror.org/056ffv270","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I153355300"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Eduardo Normando","raw_affiliation_strings":["Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","Western Eye Hospital, Imperial College Healthcare NHS Trust, London, UK"],"affiliations":[{"raw_affiliation_string":"Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"Western Eye Hospital, Imperial College Healthcare NHS Trust, London, UK","institution_ids":["https://openalex.org/I153355300","https://openalex.org/I4210136817"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090014791","display_name":"Shereen Nizari","orcid":"https://orcid.org/0000-0002-7245-7435"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shereen Nizari","raw_affiliation_strings":["Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK"],"affiliations":[{"raw_affiliation_string":"Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002447216","display_name":"Benjamin Davis","orcid":"https://orcid.org/0000-0001-6121-1635"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Benjamin Davis","raw_affiliation_strings":["Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK"],"affiliations":[{"raw_affiliation_string":"Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112464383","display_name":"Ahmed Younis","orcid":null},"institutions":[{"id":"https://openalex.org/I165862685","display_name":"St George's, University of London","ror":"https://ror.org/040f08y74","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I165862685"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmed Younis","raw_affiliation_strings":["St George\u2019s, University of London, London, UK"],"affiliations":[{"raw_affiliation_string":"St George\u2019s, University of London, London, UK","institution_ids":["https://openalex.org/I165862685"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044451478","display_name":"M. Francesca Cordeiro","orcid":"https://orcid.org/0000-0001-8663-6525"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M Francesca Cordeiro","raw_affiliation_strings":["Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK. m.cordeiro@ucl.ac.uk","Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK"],"affiliations":[{"raw_affiliation_string":"Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK. m.cordeiro@ucl.ac.uk","institution_ids":[]},{"raw_affiliation_string":"Glaucoma and Retinal Neurodegeneration Group, UCL Institute of Ophthalmology, London, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5091239431"],"corresponding_institution_ids":["https://openalex.org/I153355300","https://openalex.org/I2799786270","https://openalex.org/I45129253"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1667,"currency":"EUR","value_usd":1797},"fwci":3.1355,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.90786493,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"15","issue":"1","first_page":"169","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10250","display_name":"Glaucoma and retinal disorders","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9979000091552734,"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.6896057724952698},{"id":"https://openalex.org/keywords/intraclass-correlation","display_name":"Intraclass correlation","score":0.6761468648910522},{"id":"https://openalex.org/keywords/glaucoma","display_name":"Glaucoma","score":0.5277231931686401},{"id":"https://openalex.org/keywords/pearson-product-moment-correlation-coefficient","display_name":"Pearson product-moment correlation coefficient","score":0.44889336824417114},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44771236181259155},{"id":"https://openalex.org/keywords/automated-method","display_name":"Automated method","score":0.4334333837032318},{"id":"https://openalex.org/keywords/retinal-ganglion-cell","display_name":"Retinal ganglion cell","score":0.42437657713890076},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.411994069814682},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.3908454179763794},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.37659740447998047},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33778202533721924},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3345350921154022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3272016644477844},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2874407470226288},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23417705297470093},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1219833493232727},{"id":"https://openalex.org/keywords/reproducibility","display_name":"Reproducibility","score":0.10505294799804688},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.0893300473690033}],"concepts":[{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.6896057724952698},{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.6761468648910522},{"id":"https://openalex.org/C2778527774","wikidata":"https://www.wikidata.org/wiki/Q159701","display_name":"Glaucoma","level":2,"score":0.5277231931686401},{"id":"https://openalex.org/C55078378","wikidata":"https://www.wikidata.org/wiki/Q1136628","display_name":"Pearson product-moment correlation coefficient","level":2,"score":0.44889336824417114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44771236181259155},{"id":"https://openalex.org/C3019060180","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automated method","level":2,"score":0.4334333837032318},{"id":"https://openalex.org/C2777624874","wikidata":"https://www.wikidata.org/wiki/Q927337","display_name":"Retinal ganglion cell","level":3,"score":0.42437657713890076},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.411994069814682},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.3908454179763794},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.37659740447998047},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33778202533721924},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3345350921154022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3272016644477844},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2874407470226288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23417705297470093},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1219833493232727},{"id":"https://openalex.org/C9893847","wikidata":"https://www.wikidata.org/wiki/Q1425625","display_name":"Reproducibility","level":2,"score":0.10505294799804688},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0893300473690033}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002452","descriptor_name":"Cell Count","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002452","descriptor_name":"Cell Count","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002452","descriptor_name":"Cell Count","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005901","descriptor_name":"Glaucoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005901","descriptor_name":"Glaucoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D005901","descriptor_name":"Glaucoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012165","descriptor_name":"Retinal Ganglion Cells","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D012165","descriptor_name":"Retinal Ganglion Cells","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D012165","descriptor_name":"Retinal Ganglion Cells","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D017209","descriptor_name":"Apoptosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017209","descriptor_name":"Apoptosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017209","descriptor_name":"Apoptosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057205","descriptor_name":"Automation, Laboratory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057205","descriptor_name":"Automation, Laboratory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057205","descriptor_name":"Automation, Laboratory","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1186/1471-2105-15-169","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-15-169","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-15-169","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:24902592","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24902592","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1432362","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/1432362/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   BMC Bioinformatics , 15  (1)   169 -180.   (2014)      ","raw_type":"Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4063694","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4063694","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/63305","is_oa":true,"landing_page_url":"http://hdl.handle.net/10044/1/63305","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-15-169","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-15-169","pdf_url":"https://bmcbioinformatics.biomedcentral.com/counter/pdf/10.1186/1471-2105-15-169","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6899999976158142,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320327683","display_name":"Moorfields Eye Hospital NHS Foundation Trust","ror":"https://ror.org/03tb37539"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2166212912.pdf","grobid_xml":"https://content.openalex.org/works/W2166212912.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1023015294","https://openalex.org/W1493533123","https://openalex.org/W1501982791","https://openalex.org/W1575402497","https://openalex.org/W1582288539","https://openalex.org/W1853144523","https://openalex.org/W1970446480","https://openalex.org/W1970548437","https://openalex.org/W1971686124","https://openalex.org/W1978950608","https://openalex.org/W1980468242","https://openalex.org/W1990508893","https://openalex.org/W2001231402","https://openalex.org/W2001457150","https://openalex.org/W2008035892","https://openalex.org/W2025638475","https://openalex.org/W2032440099","https://openalex.org/W2032863582","https://openalex.org/W2034921833","https://openalex.org/W2037760632","https://openalex.org/W2039873713","https://openalex.org/W2042528850","https://openalex.org/W2057967326","https://openalex.org/W2061994413","https://openalex.org/W2065209139","https://openalex.org/W2072643456","https://openalex.org/W2075725245","https://openalex.org/W2081358037","https://openalex.org/W2083438676","https://openalex.org/W2093207055","https://openalex.org/W2113143305","https://openalex.org/W2114843352","https://openalex.org/W2121134942","https://openalex.org/W2137386887","https://openalex.org/W2140571346","https://openalex.org/W2142332605","https://openalex.org/W2154917588","https://openalex.org/W2156740003","https://openalex.org/W2159759971","https://openalex.org/W2161944241","https://openalex.org/W2169736040","https://openalex.org/W2170926992","https://openalex.org/W2189343552","https://openalex.org/W2611023592","https://openalex.org/W2792448780","https://openalex.org/W4249810852"],"related_works":["https://openalex.org/W2049420167","https://openalex.org/W77735594","https://openalex.org/W79086181","https://openalex.org/W1963758283","https://openalex.org/W2323976173","https://openalex.org/W2050552023","https://openalex.org/W2110811308","https://openalex.org/W3103089432","https://openalex.org/W2101309574","https://openalex.org/W2895957779"],"abstract_inverted_index":{"The":[0],"novel":[1],"automated":[2],"algorithm":[3],"enabled":[4],"accurate":[5],"quantification":[6],"of":[7,36,55],"apoptosing":[8,38],"RGCs":[9],"that":[10],"is":[11,60],"highly":[12],"comparable":[13],"to":[14,19,31,44,62],"manual":[15],"counting,":[16],"and":[17,26],"appears":[18],"minimise":[20],"operator-bias,":[21],"whilst":[22],"being":[23],"both":[24],"fast":[25],"reproducible.":[27],"This":[28],"may":[29],"prove":[30],"be":[32],"a":[33,50],"valuable":[34],"method":[35],"quantifying":[37],"retinal":[39],"cells,":[40],"with":[41],"particular":[42],"relevance":[43],"translation":[45],"in":[46,57],"the":[47],"clinic,":[48],"where":[49],"Phase":[51],"I":[52],"clinical":[53],"trial":[54],"DARC":[56],"glaucoma":[58],"patients":[59],"due":[61],"start":[63],"shortly.":[64]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}