{"id":"https://openalex.org/W4379767401","doi":"https://doi.org/10.1007/978-3-031-34048-2_7","title":"Don\u2019t PANIC: Prototypical Additive Neural Network for\u00a0Interpretable Classification of\u00a0Alzheimer\u2019s Disease","display_name":"Don\u2019t PANIC: Prototypical Additive Neural Network for\u00a0Interpretable Classification of\u00a0Alzheimer\u2019s Disease","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4379767401","doi":"https://doi.org/10.1007/978-3-031-34048-2_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-34048-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34048-2_7","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/A5088280964","display_name":"Tom Nuno Wolf","orcid":"https://orcid.org/0000-0002-4728-9636"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tom Nuno Wolf","raw_affiliation_strings":["Department of Radiology, Technical University Munich, Munich, Germany","Lab for Artificial Intelligence in Medical Imaging, Ludwig Maximilians University, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Technical University Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Lab for Artificial Intelligence in Medical Imaging, Ludwig Maximilians University, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002226098","display_name":"Sebastian P\u00f6lsterl","orcid":"https://orcid.org/0000-0002-1607-7550"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sebastian P\u00f6lsterl","raw_affiliation_strings":["Lab for Artificial Intelligence in Medical Imaging, Ludwig Maximilians University, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Lab for Artificial Intelligence in Medical Imaging, Ludwig Maximilians University, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069195910","display_name":"Christian Wachinger","orcid":"https://orcid.org/0000-0002-3652-1874"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]},{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Wachinger","raw_affiliation_strings":["Department of Radiology, Technical University Munich, Munich, Germany","Lab for Artificial Intelligence in Medical Imaging, Ludwig Maximilians University, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Technical University Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Lab for Artificial Intelligence in Medical Imaging, Ludwig Maximilians University, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5088280964"],"corresponding_institution_ids":["https://openalex.org/I62916508","https://openalex.org/I8204097"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":5.8656,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.96740647,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"82","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9930999875068665,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9930999875068665,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9800999760627747,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.964900016784668,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7738398313522339},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6962250471115112},{"id":"https://openalex.org/keywords/panic","display_name":"Panic","score":0.6699730157852173},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6399788856506348},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5978727340698242},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5097281336784363},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47852623462677},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.46322229504585266},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.45176416635513306},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.42561036348342896},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.34410953521728516},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.15255263447761536},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13355529308319092}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7738398313522339},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6962250471115112},{"id":"https://openalex.org/C2780712732","wikidata":"https://www.wikidata.org/wiki/Q208450","display_name":"Panic","level":3,"score":0.6699730157852173},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6399788856506348},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5978727340698242},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5097281336784363},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47852623462677},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.46322229504585266},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.45176416635513306},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.42561036348342896},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.34410953521728516},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.15255263447761536},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13355529308319092},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-34048-2_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-34048-2_7","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":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2078524519","https://openalex.org/W2096937017","https://openalex.org/W2115779804","https://openalex.org/W2140054173","https://openalex.org/W2149033360","https://openalex.org/W2323415131","https://openalex.org/W2811104224","https://openalex.org/W2890950418","https://openalex.org/W2894357926","https://openalex.org/W2945976633","https://openalex.org/W2964054038","https://openalex.org/W2979200397","https://openalex.org/W3022120663","https://openalex.org/W3022315685","https://openalex.org/W3031176687","https://openalex.org/W3100125480","https://openalex.org/W3175314453","https://openalex.org/W3199347620","https://openalex.org/W3201726753","https://openalex.org/W3201818561","https://openalex.org/W3205678542","https://openalex.org/W3215928733","https://openalex.org/W4206055706","https://openalex.org/W4211213171","https://openalex.org/W4283013215","https://openalex.org/W4286640356","https://openalex.org/W4295746324","https://openalex.org/W4295915981","https://openalex.org/W4295934537","https://openalex.org/W4307572272"],"related_works":["https://openalex.org/W1629725936","https://openalex.org/W3002526821","https://openalex.org/W4312192474","https://openalex.org/W4281757034","https://openalex.org/W4288853838","https://openalex.org/W4322008322","https://openalex.org/W4311847748","https://openalex.org/W2527891130","https://openalex.org/W4379767401","https://openalex.org/W4327485929"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}