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A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations.

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Title: A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations.
Authors: Garrucho L; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain. lgarrucho@ub.edu.; Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden. lgarrucho@ub.edu., Kushibar K; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain., Reidel CA; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain., Joshi S; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain., Osuala R; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.; Institute of Machine Learning in Biomedical Imaging, Helmholtz Center Munich, Munich, Germany.; School of Computation, Information and Technology, Technical University of Munich, Munich, Germany., Tsirikoglou A; Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden., Bobowicz M; 2nd Dept. of Radiology, Medical University of Gdansk, Gdansk, Poland., Del Riego J; Área de Radiología Mamaria y Ginecológica (UDIAT CD), Parc Taulí Hospital Universitari, Sabadell, Spain., Catanese A; Unitat de Diagnòstic per la Imatge de la Mama (UDIM), Hospital Germans Trias i Pujol, Badalona, Spain., Gwoździewicz K; 2nd Dept. of Radiology, Medical University of Gdansk, Gdansk, Poland., Cosaka ML; Centro Mamario Instituto Alexander Fleming, Buenos Aires, Argentina., Abo-Elhoda PM; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Tantawy SW; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Sakrana SS; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Shawky-Abdelfatah NO; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Salem AMA; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt., Kozana A; Department of Radiology, University Hospital of Heraklion, Stavrakia, Greece., Divjak E; Department of Diagnostic and Interventional Radiology, University Hospital Dubrava, Zagreb, Croatia.; University of Zagreb, School of Medicine, Zagreb, Croatia., Ivanac G; Department of Diagnostic and Interventional Radiology, University Hospital Dubrava, Zagreb, Croatia.; University of Zagreb, School of Medicine, Zagreb, Croatia., Nikiforaki K; Computational BioMedicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, Heraklion, Greece., Klontzas ME; Department of Radiology, School of Medicine, University of Crete, Heraklion, Greece., García-Dosdá R; Medical Imaging and Radiology, Universitary and Politechnic Hospital La Fe, Valencia, Spain., Gulsun-Akpinar M; Department of Radiology, Hacettepe University Faculty of Medicine Sihhiye, Ankara, Turkey., Lafcı O; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria., Mann R; Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands., Martín-Isla C; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain., Prior F; University of Arkansas for Medical Sciences, Little Rock, AR, US., Marias K; Department of Electrical and Computer Engineering, Hellenic Mediterranean University, Heraklion, Greece.; Computational BioMedicine Laboratory, Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH), Heraklion, Greece., Starmans MPA; Department of Radiology and Nuclear Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands.; Department of Pathology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands., Strand F; Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden.; Breast Radiology, Karolinska University Hospital, Stockholm, Sweden., Díaz O; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain., Igual L; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain., Lekadir K; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.; Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, Barcelona, Spain.
Source: Scientific data [Sci Data] 2025 Mar 19; Vol. 12 (1), pp. 453. Date of Electronic Publication: 2025 Mar 19.
Publication Type: Journal Article; Dataset; Multicenter Study
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101640192 Publication Model: Electronic Cited Medium: Internet ISSN: 2052-4463 (Electronic) Linking ISSN: 20524463 NLM ISO Abbreviation: Sci Data Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations.
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  Data: <searchLink fieldCode="AU" term="%22Garrucho+L%22">Garrucho L</searchLink>; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain. lgarrucho@ub.edu.; Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden. lgarrucho@ub.edu.<br /><searchLink fieldCode="AU" term="%22Kushibar+K%22">Kushibar K</searchLink>; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Reidel+CA%22">Reidel CA</searchLink>; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Joshi+S%22">Joshi S</searchLink>; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Osuala+R%22">Osuala R</searchLink>; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.; Institute of Machine Learning in Biomedical Imaging, Helmholtz Center Munich, Munich, Germany.; School of Computation, Information and Technology, Technical University of Munich, Munich, Germany.<br /><searchLink fieldCode="AU" term="%22Tsirikoglou+A%22">Tsirikoglou A</searchLink>; Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Bobowicz+M%22">Bobowicz M</searchLink>; 2nd Dept. of Radiology, Medical University of Gdansk, Gdansk, Poland.<br /><searchLink fieldCode="AU" term="%22Del+Riego+J%22">Del Riego J</searchLink>; Área de Radiología Mamaria y Ginecológica (UDIAT CD), Parc Taulí Hospital Universitari, Sabadell, Spain.<br /><searchLink fieldCode="AU" term="%22Catanese+A%22">Catanese A</searchLink>; Unitat de Diagnòstic per la Imatge de la Mama (UDIM), Hospital Germans Trias i Pujol, Badalona, Spain.<br /><searchLink fieldCode="AU" term="%22Gwoździewicz+K%22">Gwoździewicz K</searchLink>; 2nd Dept. of Radiology, Medical University of Gdansk, Gdansk, Poland.<br /><searchLink fieldCode="AU" term="%22Cosaka+ML%22">Cosaka ML</searchLink>; Centro Mamario Instituto Alexander Fleming, Buenos Aires, Argentina.<br /><searchLink fieldCode="AU" term="%22Abo-Elhoda+PM%22">Abo-Elhoda PM</searchLink>; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt.<br /><searchLink fieldCode="AU" term="%22Tantawy+SW%22">Tantawy SW</searchLink>; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt.<br /><searchLink fieldCode="AU" term="%22Sakrana+SS%22">Sakrana SS</searchLink>; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt.<br /><searchLink fieldCode="AU" term="%22Shawky-Abdelfatah+NO%22">Shawky-Abdelfatah NO</searchLink>; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt.<br /><searchLink fieldCode="AU" term="%22Salem+AMA%22">Salem AMA</searchLink>; Department of Diagnostic & Interventional Radiology and Molecular Imaging, Faculty of Medicine, Ain Shams University, Cairo, Egypt.<br /><searchLink fieldCode="AU" term="%22Kozana+A%22">Kozana A</searchLink>; Department of Radiology, University Hospital of Heraklion, Stavrakia, Greece.<br /><searchLink fieldCode="AU" term="%22Divjak+E%22">Divjak E</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Dubrava, Zagreb, Croatia.; University of Zagreb, School of Medicine, Zagreb, Croatia.<br /><searchLink fieldCode="AU" term="%22Ivanac+G%22">Ivanac G</searchLink>; Department of Diagnostic and Interventional Radiology, University Hospital Dubrava, Zagreb, Croatia.; University of Zagreb, School of Medicine, Zagreb, Croatia.<br /><searchLink fieldCode="AU" term="%22Nikiforaki+K%22">Nikiforaki K</searchLink>; Computational BioMedicine Laboratory, Institute of Computer Science, Foundation for Research and Technology-Hellas, Heraklion, Greece.<br /><searchLink fieldCode="AU" term="%22Klontzas+ME%22">Klontzas ME</searchLink>; Department of Radiology, School of Medicine, University of Crete, Heraklion, Greece.<br /><searchLink fieldCode="AU" term="%22García-Dosdá+R%22">García-Dosdá R</searchLink>; Medical Imaging and Radiology, Universitary and Politechnic Hospital La Fe, Valencia, Spain.<br /><searchLink fieldCode="AU" term="%22Gulsun-Akpinar+M%22">Gulsun-Akpinar M</searchLink>; Department of Radiology, Hacettepe University Faculty of Medicine Sihhiye, Ankara, Turkey.<br /><searchLink fieldCode="AU" term="%22Lafcı+O%22">Lafcı O</searchLink>; Department of Biomedical Imaging and Image-guided Therapy, Medical University of Vienna, Vienna, Austria.<br /><searchLink fieldCode="AU" term="%22Mann+R%22">Mann R</searchLink>; Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Martín-Isla+C%22">Martín-Isla C</searchLink>; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Prior+F%22">Prior F</searchLink>; University of Arkansas for Medical Sciences, Little Rock, AR, US.<br /><searchLink fieldCode="AU" term="%22Marias+K%22">Marias K</searchLink>; Department of Electrical and Computer Engineering, Hellenic Mediterranean University, Heraklion, Greece.; Computational BioMedicine Laboratory, Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH), Heraklion, Greece.<br /><searchLink fieldCode="AU" term="%22Starmans+MPA%22">Starmans MPA</searchLink>; Department of Radiology and Nuclear Medicine, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands.; Department of Pathology, Erasmus MC Cancer Institute, University Medical Center Rotterdam, Rotterdam, The Netherlands.<br /><searchLink fieldCode="AU" term="%22Strand+F%22">Strand F</searchLink>; Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden.; Breast Radiology, Karolinska University Hospital, Stockholm, Sweden.<br /><searchLink fieldCode="AU" term="%22Díaz+O%22">Díaz O</searchLink>; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Igual+L%22">Igual L</searchLink>; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.<br /><searchLink fieldCode="AU" term="%22Lekadir+K%22">Lekadir K</searchLink>; Barcelona Artificial Intelligence in Medicine Lab (BCN-AIM), Facultat de Matemàtiques i Informàtica, Universitat de Barcelona, Gran Via de les Corts Catalanes 585, 08007, Barcelona, Spain.; Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, Barcelona, Spain.
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