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Employment (2)

Medical University of Vienna: Vienna, AT

2022-07-05 to present | PI of FWF project iDeal (Center of Medical Physics and Biomedical Eningeering)
Employment
Source: Self-asserted source
Anna Breger

University of Cambridge: Cambridge, GB

2022-02-01 to present | Senior postdoctoral researcher (Department of Applied Mathematics and Theoretical Physics)
Employment
Source: Self-asserted source
Anna Breger

Education and qualifications (5)

University of Vienna: Vienna, AT

2019-12-06 | Doktorin der Naturwissenschaften (PhD) (Faculty of Mathematics)
Qualification
Source: Self-asserted source
Anna Breger

University of Vienna: Vienna, AT

2015-12-17 | Master of Science (MSc) (Faculty of Mathematics)
Qualification
Source: Self-asserted source
Anna Breger

University of Vienna: Vienna, AT

2013-07-09 | Bachelor of Science (BSc) (Faculty of Mathematics)
Qualification
Source: Self-asserted source
Anna Breger

University of Leeds: Leeds, West Yorkshire, GB

2013-01-15 to 2013-06-01 (Faculty of Mathematics)
Education
Source: Self-asserted source
Anna Breger

University of Texas at Austin: Austin, TX, US

2012-07-01 to 2012-08-31 (Faculty of Mathematics)
Education
Source: Self-asserted source
Anna Breger

Professional activities (1)

Harvard Medical School: Boston, MA, US

2019-02 to 2019-05 | Visiting Research Fellow (Laboratory of Mathematics in Imaging)
Invited position
Source: Self-asserted source
Anna Breger

Funding (3)

Image based Data Evaluation Analyses and Medical Application

2022-07-06 to 2025-07-05 | Grant
FWF Austrian Science Fund (Vienna, AT)
GRANT_NUMBER: T 1307
Source: Self-asserted source
Anna Breger via DimensionsWizard

Image quality assessment for Medical Imaging

2021-09 to 2022-02 | Grant
Österreichischen Akademie der Wissenschaften (Wien, AT)
Source: Self-asserted source
Anna Breger

Image analysis in medical applications

2019-02 to 2019-05 | Grant
Austrian Marshall Plan Foundation (Vienna, AT)
Source: Self-asserted source
Anna Breger

Works (18)

visClust: A visual clustering algorithm based on orthogonal projections

Pattern Recognition
2024-04 | Journal article
Contributors: Anna Breger; Clemens Karner; Martin Ehler
Source: check_circle
Crossref

Shortcut Learning: Reduced But Not Resolved

Radiology
2023-08-01 | Journal article
Contributors: Ian A. Selby; Michael Roberts; Anna Breger; James H. F. Rudd; Jonathan R. Weir-McCall
Source: check_circle
Crossref

A pipeline to further enhance quality, integrity and reusability of the NCCID clinical data

Scientific Data
2023-07-27 | Journal article
Part of ISSN: 2052-4463
Contributors: Anna Breger; Ian Selby; Michael Roberts; Judith Babar; Effrossyni Gkrania-Klotsas; Jacobus Preller; Lorena Escudero; Sören Dittmer; Matthew Thorpe; Julian Gilbey et al.
Source: Self-asserted source
Anna Breger

Navigating the development challenges in creating complex data systems

Nature Machine Intelligence
2023-06-01 | Journal article
Part of ISSN: 2522-5839
Contributors: Sören Dittmer; Michael Roberts; Julian Gilbey; Ander Biguri; Ian Selby; Anna Breger; Matthew Thorpe; Jonathan R. Weir-McCall; Effrossyni Gkrania-Klotsas; Anna Korhonen et al.
Source: Self-asserted source
Anna Breger

Deep learning based segmentation of brain tissue from diffusion MRI

NeuroImage
2021-06 | Journal article
Part of ISSN: 1053-8119
Contributors: Fan Zhang; Anna Breger; Kang Ik Kevin Cho; Lipeng Ning; Carl-Fredrik Westin; Lauren J. O’Donnell; Ofer Pasternak
Source: Self-asserted source
Anna Breger via Crossref Metadata Search
grade
Preferred source (of 2)‎

Orthogonal projections for image quality analyses applied to MRI

PAMM
2021-01 | Journal article
Part of ISSN: 1617-7061
Contributors: Anna Breger; Gabriel Ramos Llorden; Gonzalo Vegas Sanchez-Ferrero; W. Scott Hoge; Martin Ehler; Carl-Fredrik Westin
Source: Self-asserted source
Anna Breger via Crossref Metadata Search
grade
Preferred source (of 2)‎

Automated Quantification of Photoreceptor alteration in macular disease using Optical Coherence Tomography and Deep Learning

Scientific Reports
2020-12 | Journal article
Part of ISSN: 2045-2322
Source: Self-asserted source
Anna Breger
grade
Preferred source (of 2)‎

On Orthogonal Projections for Dimension Reduction and Applications in Augmented Target Loss Functions for Learning Problems

Journal of Mathematical Imaging and Vision
2020-04-23 | Journal article
Contributors: A. Breger; J. I. Orlando; P. Harar; M. Dörfler; S. Klimscha; C. Grechenig; B. S. Gerendas; U. Schmidt-Erfurth; M. Ehler
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Improving Machine Hearing on Limited Data Sets

2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)
2019-10 | Other
Contributors: Pavol Harar; Roswitha Bammer; Anna Breger; Monika Dorfler; Zdenek Smekal
Source: Self-asserted source
Anna Breger via Crossref Metadata Search
grade
Preferred source (of 2)‎

On the reconstruction accuracy of multi-coil MRI with orthogonal projections

2019-10-29 | Preprint
Source: Self-asserted source
Anna Breger

An Amplified-Target Loss Approach for Photoreceptor Layer Segmentation in Pathological OCT Scans

Ophthalmic Medical Image Analysis
2019-10-08 | Other
Part of ISSN: 0302-9743
Contributors: José Ignacio Orlando; Anna Breger; Hrvoje Bogunović; Sophie Riedl; Bianca S. Gerendas; Martin Ehler; Ursula Schmidt-Erfurth
Source: Self-asserted source
Anna Breger via Crossref Metadata Search
grade
Preferred source (of 2)‎

Points on manifolds with asymptotically optimal covering radius

Journal of Complexity
2018-10 | Journal article
Part of ISSN: 0885-064X
Contributors: Anna Breger; Martin Ehler; Manuel Gräf
Source: Self-asserted source
Anna Breger via Crossref Metadata Search
grade
Preferred source (of 2)‎

Cubatures on Grassmannians: Moments, Dimension Reduction, and Related Topics

Compressed Sensing and its Applications
2018-01 | Other
Part of ISSN: 2296-5009
Contributors: Anna Breger; Martin Ehler; Manuel Gräf; Thomas Peter
Source: Self-asserted source
Anna Breger via Crossref Metadata Search
grade
Preferred source (of 2)‎

Sampling in Grassmannians

2017 International Conference on Sampling Theory and Applications (SampTA)
2017-07 | Conference paper
Source: Self-asserted source
Anna Breger
grade
Preferred source (of 3)‎

Quasi Monte Carlo Integration and Kernel-Based Function Approximation on Grassmannians

Frames and Other Bases in Abstract and Function Spaces
2017-06 | Other
Part of ISSN: 2296-5009
Contributors: Anna Breger; Martin Ehler; Manuel Gräf
Source: Self-asserted source
Anna Breger via Crossref Metadata Search
grade
Preferred source (of 2)‎

Supervised learning and dimension reduction techniques for quantification of retinal fluid in optical coherence tomography images

Eye
2017-04 | Journal article
Part of ISSN: 0950-222X
Contributors: A Breger; M Ehler; H Bogunovic; S M Waldstein; A-M Philip; U Schmidt-Erfurth; B S Gerendas
Source: Self-asserted source
Anna Breger via Crossref Metadata Search
grade
Preferred source (of 2)‎

On image segmentation and applications in clinical retinal analysis

University of Vienna
2015 | Other
Source: Self-asserted source
Anna Breger

Deep Learning Based Segmentation of Brain Tissue from Diffusion MRI

Other
Contributors: Fan Zhang; Anna Breger; Kang Ik Kevin Cho; Lipeng Ning; Carl-Fredrik Westin; Lauren J O'Donnell; Ofer Pasternak
Source: Self-asserted source
Anna Breger via Crossref Metadata Search