{"id":"https://openalex.org/W4410297290","doi":"https://doi.org/10.1109/isbi60581.2025.10981227","title":"Parameter Choices in Haarpsi for IQA with Medical Images","display_name":"Parameter Choices in Haarpsi for IQA with Medical Images","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410297290","doi":"https://doi.org/10.1109/isbi60581.2025.10981227"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10981227","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981227","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","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/A5083333443","display_name":"Clemens Karner","orcid":null},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Clemens Karner","raw_affiliation_strings":["Medical University of Vienna,Center for Medical Physics and Biomedical Engineering,Vienna,Austria"],"affiliations":[{"raw_affiliation_string":"Medical University of Vienna,Center for Medical Physics and Biomedical Engineering,Vienna,Austria","institution_ids":["https://openalex.org/I76134821"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079169749","display_name":"Janek Gr\u00f6hl","orcid":"https://orcid.org/0000-0002-5332-4856"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Janek Gr\u00f6hl","raw_affiliation_strings":["University of Cambridge,Department of Physics,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,Department of Physics,Cambridge,UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065644254","display_name":"Ian Selby","orcid":"https://orcid.org/0000-0003-4244-8893"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ian Selby","raw_affiliation_strings":["University of Cambridge,Department of Radiology,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,Department of Radiology,Cambridge,UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016276999","display_name":"Judith Babar","orcid":"https://orcid.org/0000-0002-8146-3845"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Judith Babar","raw_affiliation_strings":["University of Cambridge,Department of Radiology,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,Department of Radiology,Cambridge,UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043061137","display_name":"Jake Beckford","orcid":null},"institutions":[{"id":"https://openalex.org/I2802466933","display_name":"Cambridge University Hospitals NHS Foundation Trust","ror":"https://ror.org/04v54gj93","country_code":"GB","type":"funder","lineage":["https://openalex.org/I2802466933"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jake Beckford","raw_affiliation_strings":["Cambridge University Hospitals,Department of Radiology,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"Cambridge University Hospitals,Department of Radiology,Cambridge,UK","institution_ids":["https://openalex.org/I2802466933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050846859","display_name":"Thomas R. Else","orcid":"https://orcid.org/0000-0002-2652-4190"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas R Else","raw_affiliation_strings":["University of Cambridge,Department of Physics,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,Department of Physics,Cambridge,UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027419187","display_name":"Timothy J Sadler","orcid":"https://orcid.org/0000-0003-3710-3137"},"institutions":[{"id":"https://openalex.org/I2802466933","display_name":"Cambridge University Hospitals NHS Foundation Trust","ror":"https://ror.org/04v54gj93","country_code":"GB","type":"funder","lineage":["https://openalex.org/I2802466933"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Timothy J Sadler","raw_affiliation_strings":["Cambridge University Hospitals,Department of Radiology,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"Cambridge University Hospitals,Department of Radiology,Cambridge,UK","institution_ids":["https://openalex.org/I2802466933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098954554","display_name":"Shahab Shahipasand","orcid":null},"institutions":[{"id":"https://openalex.org/I2802466933","display_name":"Cambridge University Hospitals NHS Foundation Trust","ror":"https://ror.org/04v54gj93","country_code":"GB","type":"funder","lineage":["https://openalex.org/I2802466933"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shahab Shahipasand","raw_affiliation_strings":["Cambridge University Hospitals,Department of Radiology,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"Cambridge University Hospitals,Department of Radiology,Cambridge,UK","institution_ids":["https://openalex.org/I2802466933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098954555","display_name":"Arthikkaa Thavakumar","orcid":null},"institutions":[{"id":"https://openalex.org/I2802466933","display_name":"Cambridge University Hospitals NHS Foundation Trust","ror":"https://ror.org/04v54gj93","country_code":"GB","type":"funder","lineage":["https://openalex.org/I2802466933"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arthikkaa Thavakumar","raw_affiliation_strings":["Cambridge University Hospitals,Department of Radiology,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"Cambridge University Hospitals,Department of Radiology,Cambridge,UK","institution_ids":["https://openalex.org/I2802466933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064284123","display_name":"Michael S. Roberts","orcid":"https://orcid.org/0000-0003-3894-5301"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael Roberts","raw_affiliation_strings":["University of Cambridge,Department of Applied Mathematics and Theoretical Physics,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,Department of Applied Mathematics and Theoretical Physics,Cambridge,UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073596524","display_name":"James H.F. Rudd","orcid":"https://orcid.org/0000-0003-2243-3117"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"James H.F. Rudd","raw_affiliation_strings":["University of Cambridge, Heart &#x0026; Lung Research Institute,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Heart &#x0026; Lung Research Institute,Cambridge,UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033880300","display_name":"Carola\u2010Bibiane Sch\u00f6nlieb","orcid":"https://orcid.org/0000-0003-0099-6306"},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Carola-Bibiane Sch\u00f6nlieb","raw_affiliation_strings":["University of Cambridge,Department of Applied Mathematics and Theoretical Physics,Cambridge,UK"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,Department of Applied Mathematics and Theoretical Physics,Cambridge,UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058411125","display_name":"Jonathan Weir\u2010McCall","orcid":"https://orcid.org/0000-0001-5842-842X"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jonathan R Weir-McCall","raw_affiliation_strings":["King&#x0027;s College London, School of Biomedical Engineering &#x0026; Imaging Sciences,London,UK"],"affiliations":[{"raw_affiliation_string":"King&#x0027;s College London, School of Biomedical Engineering &#x0026; Imaging Sciences,London,UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044865557","display_name":"Anna Breger","orcid":"https://orcid.org/0000-0001-8878-5743"},"institutions":[{"id":"https://openalex.org/I76134821","display_name":"Medical University of Vienna","ror":"https://ror.org/05n3x4p02","country_code":"AT","type":"education","lineage":["https://openalex.org/I76134821"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Anna Breger","raw_affiliation_strings":["Medical University of Vienna,Center for Medical Physics and Biomedical Engineering,Vienna,Austria"],"affiliations":[{"raw_affiliation_string":"Medical University of Vienna,Center for Medical Physics and Biomedical Engineering,Vienna,Austria","institution_ids":["https://openalex.org/I76134821"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5083333443"],"corresponding_institution_ids":["https://openalex.org/I76134821"],"apc_list":null,"apc_paid":null,"fwci":4.0064,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93660862,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.7497000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.7497000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5828173160552979},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37357449531555176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35766634345054626},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.32574254274368286}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5828173160552979},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37357449531555176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35766634345054626},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.32574254274368286}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10981227","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10981227","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1877320637","https://openalex.org/W1964859077","https://openalex.org/W1974013408","https://openalex.org/W2114582993","https://openalex.org/W2133665775","https://openalex.org/W2141983208","https://openalex.org/W2161907179","https://openalex.org/W2171349048","https://openalex.org/W2481798478","https://openalex.org/W2513500606","https://openalex.org/W2546855109","https://openalex.org/W2962785568","https://openalex.org/W3017136408","https://openalex.org/W4319459215","https://openalex.org/W4388505292","https://openalex.org/W4408845775","https://openalex.org/W4409180180","https://openalex.org/W6701249984"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"When":[0],"developing":[1],"machine":[2],"learning":[3],"models,":[4],"image":[5,101,135],"quality":[6],"assessment":[7],"(IQA)":[8],"measures":[9,27,195],"are":[10,126],"a":[11,104,107,204],"crucial":[12],"component":[13],"for":[14,34,62,90,98,199],"the":[15,55,76,139,149,152,172,186],"evaluation":[16],"of":[17,80,151,174,210],"obtained":[18],"output":[19],"images.":[20,36,66,92],"However,":[21],"commonly":[22],"used":[23],"full-reference":[24],"IQA":[25,113,194],"(FR-IQA)":[26],"have":[28,87],"been":[29,88],"primarily":[30],"developed":[31],"and":[32,64,75,106,125],"optimized":[33,141],"natural":[35,63,91,134],"In":[37,52],"many":[38],"specialized":[39],"settings,":[40],"such":[41],"as":[42,143,178,180],"medical":[43,65,100,154,200],"images,":[44],"this":[45],"poses":[46],"an":[47,164],"often-overlooked":[48],"problem":[49],"regarding":[50],"suitability.":[51],"previous":[53],"studies,":[54],"FR-IQA":[56],"measure":[57,68],"HaarPSI":[58],"showed":[59],"promising":[60],"behavior":[61],"The":[67,188],"is":[69],"based":[70],"on":[71],"Haar":[72],"wavelet":[73],"representations":[74],"framework":[77],"allows":[78],"optimization":[79],"two":[81,99],"parameters.":[82],"So":[83],"far,":[84],"these":[85,96],"parameters":[86,97],"aligned":[89],"Here,":[93],"we":[94,162],"optimize":[95],"data":[102,110,168],"sets,":[103],"photoacoustic":[105],"chest":[108],"X-ray":[109],"set,":[111],"with":[112],"expert":[114],"ratings.":[115],"We":[116,137],"observe":[117],"that":[118,170,183,191],"they":[119],"lead":[120],"to":[121,129,133,208],"similar":[122],"parameter":[123,130],"values":[124],"more":[127,211],"sensitive":[128],"changes":[131],"compared":[132],"data.":[136],"denote":[138],"novel":[140],"setting":[142],"<tex":[144,175],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[145,158,176],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\text{HaarPSI}_{MED}$</tex>,":[146,177],"which":[147],"improves":[148],"performance":[150],"employed":[153],"images":[155,201],"significantly":[156],"(<tex":[157],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$p&lt;":[159],"0.05$</tex>).":[160],"Additionally,":[161],"include":[163],"inde-pendent":[165],"CT":[166],"test":[167],"set":[169],"illustrates":[171],"generalizability":[173],"well":[179],"visual":[181],"examples":[182],"qualitatively":[184],"demonstrate":[185],"improvement.":[187],"results":[189],"suggest":[190],"adapting":[192],"common":[193],"within":[196],"their":[197],"frameworks":[198],"can":[202],"provide":[203],"valuable,":[205],"generalizable":[206],"addition":[207],"employment":[209],"specific":[212],"task-based":[213],"measures.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
