{"id":"https://openalex.org/W4367310933","doi":"https://doi.org/10.3390/rs15092343","title":"AiTLAS: Artificial Intelligence Toolbox for Earth Observation","display_name":"AiTLAS: Artificial Intelligence Toolbox for Earth Observation","publication_year":2023,"publication_date":"2023-04-28","ids":{"openalex":"https://openalex.org/W4367310933","doi":"https://doi.org/10.3390/rs15092343"},"language":"en","primary_location":{"id":"doi:10.3390/rs15092343","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092343","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2343/pdf?version=1682692636","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/9/2343/pdf?version=1682692636","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016497108","display_name":"Ivica Dimitrovski","orcid":"https://orcid.org/0000-0002-2877-3430"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Ivica Dimitrovski","raw_affiliation_strings":["Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","Faculty of Computer Science and Engineering, University Ss Cyril and Methodius, 1000 Skopje, North Macedonia"],"affiliations":[{"raw_affiliation_string":"Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","institution_ids":[]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, University Ss Cyril and Methodius, 1000 Skopje, North Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072517317","display_name":"Ivan Kitanovski","orcid":"https://orcid.org/0000-0002-0014-4229"},"institutions":[{"id":"https://openalex.org/I76245029","display_name":"Ss. Cyril and Methodius University in Skopje","ror":"https://ror.org/02wk2vx54","country_code":"MK","type":"education","lineage":["https://openalex.org/I76245029"]}],"countries":["MK"],"is_corresponding":false,"raw_author_name":"Ivan Kitanovski","raw_affiliation_strings":["Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","Faculty of Computer Science and Engineering, University Ss Cyril and Methodius, 1000 Skopje, North Macedonia"],"affiliations":[{"raw_affiliation_string":"Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","institution_ids":[]},{"raw_affiliation_string":"Faculty of Computer Science and Engineering, University Ss Cyril and Methodius, 1000 Skopje, North Macedonia","institution_ids":["https://openalex.org/I76245029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077223857","display_name":"Pan\u010de Panov","orcid":"https://orcid.org/0000-0002-7685-9140"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Pan\u010de Panov","raw_affiliation_strings":["Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","Department of Knowledge Technologies, Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","institution_ids":[]},{"raw_affiliation_string":"Department of Knowledge Technologies, Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074942249","display_name":"Ana Kostovska","orcid":"https://orcid.org/0000-0002-5983-7169"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Ana Kostovska","raw_affiliation_strings":["Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","Department of Knowledge Technologies, Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","institution_ids":[]},{"raw_affiliation_string":"Department of Knowledge Technologies, Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003682166","display_name":"Nikola Simidjievski","orcid":"https://orcid.org/0000-0003-3948-6370"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["GB","SI"],"is_corresponding":false,"raw_author_name":"Nikola Simidjievski","raw_affiliation_strings":["Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","Department of Computer Science and Technology, University of Cambridge, Cambridge CB3 0FD, UK","Department of Knowledge Technologies, Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Technology, University of Cambridge, Cambridge CB3 0FD, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Department of Knowledge Technologies, Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004076545","display_name":"Dragi Kocev","orcid":"https://orcid.org/0000-0003-0687-0878"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Dragi Kocev","raw_affiliation_strings":["Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","Department of Knowledge Technologies, Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Bias Variance Labs, d.o.o., 1000 Ljubljana, Slovenia","institution_ids":[]},{"raw_affiliation_string":"Department of Knowledge Technologies, Jo\u017eef Stefan Institute, 1000 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004076545"],"corresponding_institution_ids":["https://openalex.org/I3006985408"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.0936,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.8935957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"9","first_page":"2343","last_page":"2343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/toolbox","display_name":"Toolbox","score":0.863566517829895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8609099388122559},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6163433790206909},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5333174467086792},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5274273157119751},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5255274176597595},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.5178437829017639},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.47730907797813416},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45283058285713196},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.45102590322494507},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35580986738204956},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11018067598342896},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.0903855562210083}],"concepts":[{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.863566517829895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8609099388122559},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6163433790206909},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5333174467086792},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5274273157119751},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5255274176597595},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.5178437829017639},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.47730907797813416},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45283058285713196},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.45102590322494507},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35580986738204956},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11018067598342896},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.0903855562210083},{"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15092343","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092343","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2343/pdf?version=1682692636","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0a1d2998d19247d394a549a0acc62387","is_oa":true,"landing_page_url":"https://doaj.org/article/0a1d2998d19247d394a549a0acc62387","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 9, p 2343 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/9/2343/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15092343","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Remote Sensing; Volume 15; Issue 9; Pages: 2343","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15092343","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15092343","pdf_url":"https://www.mdpi.com/2072-4292/15/9/2343/pdf?version=1682692636","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4367310933.pdf"},"referenced_works_count":126,"referenced_works":["https://openalex.org/W54887220","https://openalex.org/W1861492603","https://openalex.org/W1903029394","https://openalex.org/W1912954554","https://openalex.org/W1958291604","https://openalex.org/W1980038761","https://openalex.org/W2005368619","https://openalex.org/W2031489346","https://openalex.org/W2032196190","https://openalex.org/W2039619842","https://openalex.org/W2056435747","https://openalex.org/W2064675550","https://openalex.org/W2099001231","https://openalex.org/W2128686953","https://openalex.org/W2131386954","https://openalex.org/W2139709933","https://openalex.org/W2146241755","https://openalex.org/W2163605009","https://openalex.org/W2178636979","https://openalex.org/W2194775991","https://openalex.org/W2211843587","https://openalex.org/W2302501749","https://openalex.org/W2347115704","https://openalex.org/W2397741397","https://openalex.org/W2412782625","https://openalex.org/W2414319411","https://openalex.org/W2484059118","https://openalex.org/W2499316477","https://openalex.org/W2515866431","https://openalex.org/W2551393996","https://openalex.org/W2577537809","https://openalex.org/W2592299373","https://openalex.org/W2592962403","https://openalex.org/W2599857737","https://openalex.org/W2609402060","https://openalex.org/W2613718673","https://openalex.org/W2626107033","https://openalex.org/W2732720900","https://openalex.org/W2766938848","https://openalex.org/W2786038065","https://openalex.org/W2883423620","https://openalex.org/W2884561390","https://openalex.org/W2884821995","https://openalex.org/W2889985731","https://openalex.org/W2890732922","https://openalex.org/W2896998982","https://openalex.org/W2897656581","https://openalex.org/W2903282641","https://openalex.org/W2911964244","https://openalex.org/W2935079508","https://openalex.org/W2946932207","https://openalex.org/W2946948417","https://openalex.org/W2949399982","https://openalex.org/W2958781163","https://openalex.org/W2962749812","https://openalex.org/W2962858109","https://openalex.org/W2963131120","https://openalex.org/W2963446712","https://openalex.org/W2963745697","https://openalex.org/W2963785576","https://openalex.org/W2964194231","https://openalex.org/W2967238278","https://openalex.org/W2970351942","https://openalex.org/W2972810968","https://openalex.org/W2973030851","https://openalex.org/W2981830988","https://openalex.org/W2986943971","https://openalex.org/W2992240579","https://openalex.org/W3006792692","https://openalex.org/W3007766931","https://openalex.org/W3012326541","https://openalex.org/W3033282154","https://openalex.org/W3048987266","https://openalex.org/W3049361076","https://openalex.org/W3083891030","https://openalex.org/W3088154325","https://openalex.org/W3091842132","https://openalex.org/W3098602757","https://openalex.org/W3099319035","https://openalex.org/W3102112912","https://openalex.org/W3104839310","https://openalex.org/W3105577662","https://openalex.org/W3118660027","https://openalex.org/W3129544296","https://openalex.org/W3129778655","https://openalex.org/W3130103799","https://openalex.org/W3134677142","https://openalex.org/W3136563782","https://openalex.org/W3138516171","https://openalex.org/W3144483443","https://openalex.org/W3152083889","https://openalex.org/W3157506437","https://openalex.org/W3165730205","https://openalex.org/W3176270344","https://openalex.org/W3183898570","https://openalex.org/W3198940810","https://openalex.org/W3200870516","https://openalex.org/W3201797941","https://openalex.org/W3206377256","https://openalex.org/W3207127663","https://openalex.org/W3209707124","https://openalex.org/W3216555241","https://openalex.org/W4210984894","https://openalex.org/W4223899081","https://openalex.org/W4226359564","https://openalex.org/W4234971943","https://openalex.org/W4237718774","https://openalex.org/W4283697304","https://openalex.org/W4292794000","https://openalex.org/W4309651987","https://openalex.org/W4312349930","https://openalex.org/W4312350143","https://openalex.org/W4312443924","https://openalex.org/W4312554651","https://openalex.org/W4312959622","https://openalex.org/W4313419997","https://openalex.org/W4318833168","https://openalex.org/W6679699912","https://openalex.org/W6684191040","https://openalex.org/W6733939432","https://openalex.org/W6766786033","https://openalex.org/W6770607495","https://openalex.org/W6790139290","https://openalex.org/W6793164127","https://openalex.org/W6795140394","https://openalex.org/W7020680850"],"related_works":["https://openalex.org/W2068663075","https://openalex.org/W4205140848","https://openalex.org/W2978678743","https://openalex.org/W2797837731","https://openalex.org/W2150344375","https://openalex.org/W829257147","https://openalex.org/W3081389670","https://openalex.org/W4390832911","https://openalex.org/W4385302116","https://openalex.org/W1925744677"],"abstract_inverted_index":{"We":[0],"propose":[1],"AiTLAS\u2014an":[2],"open-source,":[3],"state-of-the-art":[4],"toolbox":[5,38,68],"for":[6,24,92,158,179],"exploratory":[7],"and":[8,21,34,56,80,98,102,107,119,134,142,155,164,171,176,185,189,192,195,201],"predictive":[9,109],"analysis":[10,74,101,160],"of":[11,18,36,44,66,104,127,138],"satellite":[12],"imagery.":[13],"It":[14,147],"implements":[15],"a":[16,42],"range":[17],"deep-learning":[19],"architectures":[20],"models":[22,85,91],"tailored":[23],"the":[25,37,64,67,71,105,108,113,117,125,131,136],"EO":[26,45,120,128,145],"tasks":[27],"illustrated":[28],"in":[29,41,130],"this":[30,149],"case.":[31],"The":[32],"versatility":[33],"applicability":[35],"are":[39],"showcased":[40],"variety":[43],"tasks,":[46],"including":[47,199],"image":[48,52],"scene":[49],"classification,":[50],"semantic":[51],"segmentation,":[53],"object":[54],"detection,":[55],"crop":[57],"type":[58],"prediction.":[59],"These":[60],"use":[61,126],"cases":[62],"demonstrate":[63],"potential":[65],"to":[69,100],"support":[70],"complete":[72],"data":[73,78,129,159,173,200],"pipeline":[75],"starting":[76],"from":[77],"preparation":[79],"understanding,":[81],"through":[82,161],"learning":[83],"novel":[84],"or":[86],"fine-tuning":[87],"existing":[88],"ones,":[89],"using":[90],"making":[93],"predictions":[94,106],"on":[95],"unseen":[96],"images,":[97],"up":[99],"understanding":[103],"performance":[110],"yielded":[111],"by":[112,123,144,150],"models.":[114,202],"AiTLAS":[115],"brings":[116],"AI":[118,132],"communities":[121],"together":[122],"facilitating":[124],"community":[133],"accelerating":[135],"uptake":[137],"(advanced)":[139],"machine-learning":[140],"methods":[141],"approaches":[143,178,188],"experts.":[146],"achieves":[148],"providing:":[151],"(1)":[152],"user-friendly,":[153],"accessible,":[154],"interoperable":[156],"resources":[157],"easily":[162],"configurable":[163,186],"readily":[165],"usable":[166],"pipelines;":[167],"(2)":[168],"standardized,":[169],"verifiable,":[170],"reusable":[172],"handling,":[174],"wrangling,":[175],"pre-processing":[177],"constructing":[180],"AI-ready":[181],"data;":[182],"(3)":[183],"modular":[184],"modeling":[187],"(pre-trained)":[190],"models;":[191],"(4)":[193],"standardized":[194],"reproducible":[196],"benchmark":[197],"protocols":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}