{"id":"https://openalex.org/W4286541461","doi":"https://doi.org/10.1007/978-3-031-08999-2_2","title":"Opportunities and\u00a0Challenges for\u00a0Deep Learning in\u00a0Brain Lesions","display_name":"Opportunities and\u00a0Challenges for\u00a0Deep Learning in\u00a0Brain Lesions","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4286541461","doi":"https://doi.org/10.1007/978-3-031-08999-2_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-08999-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08999-2_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5073840305","display_name":"Jay Patel","orcid":"https://orcid.org/0009-0000-2549-8341"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jay Patel","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","Massachusetts Institute of Technology, Cambridge, MA, USA","Massachusetts Institute of Technology, Cambridge, USA","Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039622318","display_name":"Ken Chang","orcid":"https://orcid.org/0000-0001-6956-5059"},"institutions":[{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ken Chang","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","Massachusetts Institute of Technology, Cambridge, MA, USA","Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA","Massachusetts Institute of Technology, Cambridge, USA"],"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]},{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Massachusetts Institute of Technology, Cambridge, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019058409","display_name":"Syed Rakin Ahmed","orcid":"https://orcid.org/0000-0002-1615-8633"},"institutions":[{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syed Rakin Ahmed","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, NH, USA","Harvard Graduate Program in Biophysics, Harvard Medical School, Harvard University, Cambridge, MA, USA","Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA","Harvard Graduate Program in Biophysics, Harvard Medical School, Harvard University, Cambridge, USA","Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, USA"],"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]},{"raw_affiliation_string":"Harvard Graduate Program in Biophysics, Harvard Medical School, Harvard University, Cambridge, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Harvard Graduate Program in Biophysics, Harvard Medical School, Harvard University, Cambridge, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Geisel School of Medicine at Dartmouth, Dartmouth College, Hanover, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026873215","display_name":"Ikbeom Jang","orcid":"https://orcid.org/0000-0002-6901-983X"},"institutions":[{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]},{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ikbeom Jang","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","Department of Radiology, Harvard Medical School, Boston, MA, USA","Department of Radiology, Harvard Medical School, Boston, USA","Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Department of Radiology, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Radiology, Harvard Medical School, Boston, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039535916","display_name":"Jayashree Kalpathy\u2013Cramer","orcid":"https://orcid.org/0000-0001-8906-9618"},"institutions":[{"id":"https://openalex.org/I4210127055","display_name":"Athinoula A. Martinos Center for Biomedical Imaging","ror":"https://ror.org/032q5ym94","country_code":"US","type":"facility","lineage":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055","https://openalex.org/I48633490","https://openalex.org/I63966007"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]},{"id":"https://openalex.org/I4210087915","display_name":"Massachusetts General Hospital","ror":"https://ror.org/002pd6e78","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210087915","https://openalex.org/I48633490"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jayashree Kalpathy-Cramer","raw_affiliation_strings":["Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","Department of Radiology, Harvard Medical School, Boston, MA, USA","Department of Radiology, Harvard Medical School, Boston, USA","Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA"],"affiliations":[{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, MA, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]},{"raw_affiliation_string":"Department of Radiology, Harvard Medical School, Boston, MA, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Department of Radiology, Harvard Medical School, Boston, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Boston, USA","institution_ids":["https://openalex.org/I4210127055","https://openalex.org/I4210087915"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039535916"],"corresponding_institution_ids":["https://openalex.org/I136199984","https://openalex.org/I4210087915","https://openalex.org/I4210127055"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.924,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76505474,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9998000264167786,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics"},"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/computer-science","display_name":"Computer science","score":0.8153548240661621},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.794680118560791},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.7579364776611328},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7488209009170532},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6379927396774292},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6325832009315491},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5116146206855774},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43193167448043823},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40838873386383057},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1039578914642334},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08276757597923279}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8153548240661621},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.794680118560791},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.7579364776611328},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7488209009170532},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6379927396774292},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6325832009315491},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5116146206855774},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43193167448043823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40838873386383057},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1039578914642334},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08276757597923279},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-08999-2_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08999-2_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W2029119154","https://openalex.org/W2099337868","https://openalex.org/W2162643152","https://openalex.org/W2164737830","https://openalex.org/W2167878392","https://openalex.org/W2549976854","https://openalex.org/W2549977851","https://openalex.org/W2562469482","https://openalex.org/W2587964111","https://openalex.org/W2604388535","https://openalex.org/W2611467245","https://openalex.org/W2624092670","https://openalex.org/W2743501370","https://openalex.org/W2751069891","https://openalex.org/W2755930428","https://openalex.org/W2770261599","https://openalex.org/W2791655542","https://openalex.org/W2795354529","https://openalex.org/W2802159733","https://openalex.org/W2807861409","https://openalex.org/W2914759518","https://openalex.org/W2951141079","https://openalex.org/W2963046541","https://openalex.org/W2995570318","https://openalex.org/W3008058947","https://openalex.org/W3012312660","https://openalex.org/W3012501605","https://openalex.org/W3013294478","https://openalex.org/W3014974815","https://openalex.org/W3016934986","https://openalex.org/W3028210663","https://openalex.org/W3028279406","https://openalex.org/W3035988421","https://openalex.org/W3037505008","https://openalex.org/W3040079328","https://openalex.org/W3081038317","https://openalex.org/W3085137128","https://openalex.org/W3086590218","https://openalex.org/W3092775028","https://openalex.org/W3112701542","https://openalex.org/W3135293111","https://openalex.org/W3142164167","https://openalex.org/W3173649406","https://openalex.org/W3177617320","https://openalex.org/W3212901276","https://openalex.org/W4300437740","https://openalex.org/W6632699545","https://openalex.org/W6959738644"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4388446985","https://openalex.org/W4315434538","https://openalex.org/W3024479225","https://openalex.org/W3171371563","https://openalex.org/W4379141755","https://openalex.org/W3133954817","https://openalex.org/W3003847115","https://openalex.org/W4377047569"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}