{"id":"https://openalex.org/W4296960204","doi":"https://doi.org/10.1007/978-3-031-17247-2_15","title":"Uncertainty-Informed Bayesian PET Image Reconstruction Using a\u00a0Deep Image Prior","display_name":"Uncertainty-Informed Bayesian PET Image Reconstruction Using a\u00a0Deep Image Prior","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4296960204","doi":"https://doi.org/10.1007/978-3-031-17247-2_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-17247-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17247-2_15","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/A5083395184","display_name":"Viswanath P. Sudarshan","orcid":"https://orcid.org/0000-0001-6855-2125"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Viswanath P. Sudarshan","raw_affiliation_strings":["Embedded Devices and Intelligent Systems, TCS Research, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Devices and Intelligent Systems, TCS Research, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103737958","display_name":"K. Pavan Kumar Reddy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K. Pavan Kumar Reddy","raw_affiliation_strings":["Embedded Devices and Intelligent Systems, TCS Research, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Devices and Intelligent Systems, TCS Research, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053413004","display_name":"Mohana Singh","orcid":"https://orcid.org/0000-0003-1062-0556"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohana Singh","raw_affiliation_strings":["Embedded Devices and Intelligent Systems, TCS Research, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Devices and Intelligent Systems, TCS Research, Bangalore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077902462","display_name":"Jayavardhana Gubbi","orcid":"https://orcid.org/0000-0001-5833-1898"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jayavardhana Gubbi","raw_affiliation_strings":["Embedded Devices and Intelligent Systems, TCS Research, Bangalore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Devices and Intelligent Systems, TCS Research, Bangalore, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080227829","display_name":"Arpan Pal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arpan Pal","raw_affiliation_strings":["Embedded Devices and Intelligent Systems, TCS Research, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Devices and Intelligent Systems, TCS Research, Kolkata, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9214,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77883742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"145","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":1.0,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":1.0,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9962999820709229,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.8159724473953247},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.8141701221466064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7135618329048157},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.6579844951629639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6423312425613403},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6223815679550171},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5414912104606628},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5293843150138855},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4933268129825592},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45968836545944214},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40865904092788696},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3511035442352295},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.26265472173690796}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8159724473953247},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.8141701221466064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7135618329048157},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.6579844951629639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6423312425613403},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6223815679550171},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5414912104606628},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5293843150138855},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4933268129825592},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45968836545944214},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40865904092788696},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3511035442352295},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.26265472173690796},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-17247-2_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17247-2_15","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1501672475","https://openalex.org/W1901129140","https://openalex.org/W2006552340","https://openalex.org/W2069629287","https://openalex.org/W2111203235","https://openalex.org/W2130645492","https://openalex.org/W2152693305","https://openalex.org/W2168530812","https://openalex.org/W2296055064","https://openalex.org/W2336208919","https://openalex.org/W2347124429","https://openalex.org/W2545393958","https://openalex.org/W2891701993","https://openalex.org/W2906587342","https://openalex.org/W2963814976","https://openalex.org/W2970280802","https://openalex.org/W2999778662","https://openalex.org/W3000495410","https://openalex.org/W3105425607","https://openalex.org/W3184201478"],"related_works":["https://openalex.org/W3081496756","https://openalex.org/W2541791370","https://openalex.org/W2035976912","https://openalex.org/W4385415357","https://openalex.org/W3094187672","https://openalex.org/W3012393889","https://openalex.org/W3127819136","https://openalex.org/W2767651786","https://openalex.org/W785854688","https://openalex.org/W4220996320"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}