Works by Schönlieb, Carola-Bibiane

Results: 38

Benchmarking learned algorithms for computed tomography image reconstruction tasks.

Published in:

Applied Mathematics for Modern Challenges, 2025, v. 3, n. 1, p. 1, doi. 10.3934/ammc.2025001

By:

Kiss, Maximilian B.;
Biguri, Ander;
Shumaylov, Zakhar;
Sherry, Ferdia;
Batenburg, K. Joost;
Schönlieb, Carola-Bibiane;
Lucka, Felix

Publication type:

Article

EMPIRICAL EVIDENCE OF THE TASK-ADAPTED RECONSTRUCTION FRAMEWORK FOR JOINT CT RECONSTRUCTION AND SEGMENTATION.

Published in:

Applied Mathematics for Modern Challenges, 2024, v. 2, n. 3, p. 287, doi. 10.3934/ammc.2024015

By:

VALAT, EMILIEN;
BIGURI, ANDER;
SANCHEZ, LORENA ESCUDERO;
MCCAGUE, CATHAL;
ÖKTEM, OZAN;
SCHÖNLIEB, CAROLA-BIBIANE

Publication type:

Article

Common methodological pitfalls in ICI pneumonitis risk prediction studies.

Published in:

Frontiers in Immunology, 2023, p. 1, doi. 10.3389/fimmu.2023.1228812

By:

Chen, Yichen K.;
Welsh, Sarah;
Pillay, Ardon M.;
Tannenwald, Benjamin;
Bliznashki, Kamen;
Hutchison, Emmette;
Aston, John A. D.;
Schönlieb, Carola-Bibiane;
Rudd, James H. F.;
Jones, James;
Roberts, Michael

Publication type:

Article

Introduction: Big data and partial differential equations.

Published in:

European Journal of Applied Mathematics, 2017, v. 28, n. 6, p. 877, doi. 10.1017/S0956792517000304

By:

VAN GENNIP, YVES;
SCHÖNLIEB, CAROLA-BIBIANE

Publication type:

Article

Iterative phase contrast CT reconstruction with novel tomographic operator and data-driven prior.

Published in:

PLoS ONE, 2022, v. 17, n. 9, p. 1, doi. 10.1371/journal.pone.0272963

By:

van Gogh, Stefano;
Mukherjee, Subhadip;
Xu, Jinqiu;
Wang, Zhentian;
Rawlik, Michał;
Varga, Zsuzsanna;
Alaifari, Rima;
Schönlieb, Carola-Bibiane;
Stampanoni, Marco

Publication type:

Article

Solving inverse problems using data-driven models.

Published in:

Acta Numerica, 2019, v. 28, n. 8, p. 1, doi. 10.1017/S0962492919000059

By:

Arridge, Simon;
Maass, Peter;
Öktem, Ozan;
Schönlieb, Carola-Bibiane

Publication type:

Article

INSIDEnet: Interpretable NonexpanSIve Data‐Efficient network for denoising in grating interferometry breast CT.

Published in:

Medical Physics, 2022, v. 49, n. 6, p. 3729, doi. 10.1002/mp.15595

By:

van Gogh, Stefano;
Wang, Zhentian;
Rawlik, Michał;
Etmann, Christian;
Mukherjee, Subhadip;
Schönlieb, Carola‐Bibiane;
Angst, Florian;
Boss, Andreas;
Stampanoni, Marco

Publication type:

Article

Unveiling the invisible: mathematical methods for restoring and interpreting illuminated manuscripts.

Published in:

Heritage Science, 2018, v. 6, n. 1, p. 1, doi. 10.1186/s40494-018-0216-z

By:

Calatroni, Luca;
d’Autume, Marie;
Hocking, Rob;
Panayotova, Stella;
Parisotto, Simone;
Ricciardi, Paola;
Schönlieb, Carola-Bibiane

Publication type:

Article

Can physics-informed neural networks beat the finite element method?

Published in:

IMA Journal of Applied Mathematics, 2024, v. 89, n. 1, p. 143, doi. 10.1093/imamat/hxae011

By:

Grossmann, Tamara G;
Komorowska, Urszula Julia;
Latz, Jonas;
Schönlieb, Carola-Bibiane

Publication type:

Article

Accelerating variance-reduced stochastic gradient methods.

Published in:

Mathematical Programming, 2022, v. 191, n. 2, p. 671, doi. 10.1007/s10107-020-01566-2

By:

Driggs, Derek;
Ehrhardt, Matthias J.;
Schönlieb, Carola-Bibiane

Publication type:

Article

Learning parametrised regularisation functions via quotient minimisation.

Published in:

PAMM: Proceedings in Applied Mathematics & Mechanics, 2016, v. 16, n. 1, p. 933, doi. 10.1002/pamm.201610451

By:

Benning, Martin;
Gilboa, Guy;
Schönlieb, Carola-Bibiane

Publication type:

Article

CAFLOW: Conditional autoregressive flows.

Published in:

Foundations of Data Science, 2024, v. 6, n. 4, p. 1, doi. 10.3934/fods.2024028

By:

Batzolis, Georgios;
Carioni, Marcello;
Etmann, Christian;
Afyouni, Soroosh;
Kourtzi, Zoe;
Schönlieb, Carola-Bibiane

Publication type:

Article

Gray whale detection in satellite imagery using deep learning.

Published in:

Remote Sensing in Ecology & Conservation, 2023, v. 9, n. 6, p. 829, doi. 10.1002/rse2.352

By:

Green, Katherine M.;
Virdee, Mala K.;
Cubaynes, Hannah C.;
Aviles‐Rivero, Angelica I.;
Fretwell, Peter T.;
Gray, Patrick C.;
Johnston, David W.;
Schönlieb, Carola‐Bibiane;
Torres, Leigh G.;
Jackson, Jennifer A.

Publication type:

Article

Deep learning as optimal control problems: Models and numerical methods.

Published in:

Journal of Computational Dynamics, 2019, v. 6, n. 2, p. 171, doi. 10.3934/jcd.2019009

By:

Benning, Martin;
Celledoni, Elena;
Ehrhardt, Matthias J.;
Owren, Brynjulf;
Schönlieb, Carola-Bibiane

Publication type:

Article

IMAGE DENOISING: LEARNING THE NOISE MODEL VIA NONSMOOTH PDE-CONSTRAINED OPTIMIZATION.

Published in:

Inverse Problems & Imaging, 2013, v. 7, n. 4, p. 1183, doi. 10.3934/ipi.2013.7.1183

By:

DE LOS REYES, JUAN CARLOS;
SCHÖNLIEB, CAROLA-BIBIANE

Publication type:

Article

Calibrating the Dice Loss to Handle Neural Network Overconfidence for Biomedical Image Segmentation.

Published in:

Journal of Digital Imaging, 2023, v. 36, n. 2, p. 739, doi. 10.1007/s10278-022-00735-3

By:

Yeung, Michael;
Rundo, Leonardo;
Nan, Yang;
Sala, Evis;
Schönlieb, Carola-Bibiane;
Yang, Guang

Publication type:

Article

Equilibria of an anisotropic nonlocal interaction equation: Analysis and numerics.

Published in:

Discrete & Continuous Dynamical Systems: Series A, 2021, v. 41, n. 8, p. 3985, doi. 10.3934/dcds.2021025

By:

Carrillo, José A.;
Düring, Bertram;
Kreusser, Lisa Maria;
Schönlieb, Carola-Bibiane

Publication type:

Article

Template-Based Image Reconstruction from Sparse Tomographic Data.

Published in:

Applied Mathematics & Optimization, 2020, v. 82, n. 3, p. 1081, doi. 10.1007/s00245-019-09573-2

By:

Lang, Lukas F.;
Neumayer, Sebastian;
Öktem, Ozan;
Schönlieb, Carola-Bibiane

Publication type:

Article

Random simulations for generative art construction – some examples.

Published in:

Journal of Mathematics & the Arts, 2013, v. 7, n. 1, p. 29, doi. 10.1080/17513472.2013.769833

By:

Schönlieb, Carola-Bibiane;
Schubert, Franz

Publication type:

Article

A Geometric Integration Approach to Nonsmooth, Nonconvex Optimisation.

Published in:

Foundations of Computational Mathematics, 2022, v. 22, n. 5, p. 1351, doi. 10.1007/s10208-020-09489-2

By:

Riis, Erlend S.;
Ehrhardt, Matthias J.;
Quispel, G. R. W.;
Schönlieb, Carola-Bibiane

Publication type:

Article

Analysis of Artifacts in Shell-Based Image Inpainting: Why They Occur and How to Eliminate Them.

Published in:

Foundations of Computational Mathematics, 2020, v. 20, n. 6, p. 1549, doi. 10.1007/s10208-020-09450-3

By:

Hocking, L. Robert;
Holding, Thomas;
Schönlieb, Carola-Bibiane

Publication type:

Article

An anisotropic interaction model for simulating fingerprints.

Published in:

Journal of Mathematical Biology, 2019, v. 78, n. 7, p. 2171, doi. 10.1007/s00285-019-01338-3

By:

Düring, Bertram;
Gottschlich, Carsten;
Huckemann, Stephan;
Kreusser, Lisa Maria;
Schönlieb, Carola-Bibiane

Publication type:

Article

Artificial intelligence for early detection of renal cancer in computed tomography: A review.

Published in:

Cambridge Prisms: Precision Medicine, 2023, v. 1, p. 1, doi. 10.1017/pcm.2022.9

By:

McGough, William C.;
Sanchez, Lorena E.;
McCague, Cathal;
Stewart, Grant D.;
Schönlieb, Carola-Bibiane;
Sala, Evis;
Crispin-Ortuzar, Mireia

Publication type:

Article

Extracting chain lines and laid lines from digital images of medieval paper using spectral total variation decomposition.

Published in:

Heritage Science, 2023, v. 11, n. 1, p. 1, doi. 10.1186/s40494-023-01013-3

By:

Grossmann, Tamara G.;
Schönlieb, Carola-Bibiane;
Da Rold, Orietta

Publication type:

Article

Pattern formation of a nonlocal, anisotropic interaction model.

Published in:

Mathematical Models & Methods in Applied Sciences, 2018, v. 28, n. 3, p. 409, doi. 10.1142/S0218202518500112

By:

Burger, Martin;
Düring, Bertram;
Kreusser, Lisa Maria;
Markowich, Peter A.;
Schönlieb, Carola-Bibiane

Publication type:

Article

AN OPTIMIZATION PROBLEM RELATED TO THE BEST SOBOLEV TRACE CONSTANT IN THIN DOMAINS.

Published in:

Communications in Contemporary Mathematics, 2008, v. 10, n. 5, p. 633, doi. 10.1142/S0219199708002922

By:

BONDER, JULIÁN FERNÁNDEZ;
ROSSI, JULIO D.;
SCHÖNLIEB, CAROLA-BIBIANE

Publication type:

Article

Deep learning-based diffusion tensor cardiac magnetic resonance reconstruction: a comparison study.

Published in:

Scientific Reports, 2024, v. 14, n. 1, p. 1, doi. 10.1038/s41598-024-55880-2

By:

Huang, Jiahao;
Ferreira, Pedro F.;
Wang, Lichao;
Wu, Yinzhe;
Aviles-Rivero, Angelica I.;
Schönlieb, Carola-Bibiane;
Scott, Andrew D.;
Khalique, Zohya;
Dwornik, Maria;
Rajakulasingam, Ramyah;
De Silva, Ranil;
Pennell, Dudley J.;
Nielles-Vallespin, Sonia;
Yang, Guang

Publication type:

Article

Publisher Correction: Liquid phase blending of metal-organic frameworks.

Published in:

Nature Communications, 2018, v. 9, n. 1, p. 1, doi. 10.1038/s41467-018-07000-8

By:

Longley, Louis;
Collins, Sean M.;
Zhou, Chao;
Smales, Glen J.;
Norman, Sarah E.;
Brownbill, Nick J.;
Ashling, Christopher W.;
Chater, Philip A.;
Tovey, Robert;
Schönlieb, Carola-Bibiane;
Headen, Thomas F.;
Terrill, Nicholas J.;
Yue, Yuanzheng;
Smith, Andrew J.;
Blanc, Frédéric;
Keen, David A.;
Midgley, Paul A.;
Bennett, Thomas D.

Publication type:

Article

Liquid phase blending of metal-organic frameworks.

Published in:

Nature Communications, 2018, v. 9, n. 1, p. 1, doi. 10.1038/s41467-018-04553-6

By:

Longley, Louis;
Collins, Sean M.;
Chao Zhou;
Smales, Glen J.;
Norman, Sarah E.;
Brownbill, Nick J.;
Ashling, Christopher W.;
Chater, Philip A.;
Tovey, Robert;
Schönlieb, Carola-Bibiane;
Headen, Thomas F.;
Terrill, Nicholas J.;
Yuanzheng Yue;
Smith, Andrew J.;
Blanc, Frédéric;
Keen, David A.;
Midgley, Paul A.;
Bennett, Thomas D.

Publication type:

Article

Structural connectome quantifies tumour invasion and predicts survival in glioblastoma patients.

Published in:

Brain: A Journal of Neurology, 2023, v. 146, n. 4, p. 1714, doi. 10.1093/brain/awac360

By:

Wei, Yiran;
Li, Chao;
Cui, Zaixu;
Mayrand, Roxanne Claudeve;
Zou, Jingjing;
Wong, Adrianna Leanne Kok Chi;
Sinha, Rohitashwa;
Matys, Tomasz;
Schönlieb, Carola-Bibiane;
Price, Stephen John

Publication type:

Article

Assessing robustness of carotid artery CT angiography radiomics in the identification of culprit lesions in cerebrovascular events.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-82760-w

By:

Le, Elizabeth P. V.;
Rundo, Leonardo;
Tarkin, Jason M.;
Evans, Nicholas R.;
Chowdhury, Mohammed M.;
Coughlin, Patrick A.;
Pavey, Holly;
Wall, Chris;
Zaccagna, Fulvio;
Gallagher, Ferdia A.;
Huang, Yuan;
Sriranjan, Rouchelle;
Le, Anthony;
Weir-McCall, Jonathan R.;
Roberts, Michael;
Gilbert, Fiona J.;
Warburton, Elizabeth A.;
Schönlieb, Carola-Bibiane;
Sala, Evis;
Rudd, James H. F.

Publication type:

Article

Integrating Artificial Intelligence Tools in the Clinical Research Setting: The Ovarian Cancer Use Case.

Published in:

Diagnostics (2075-4418), 2023, v. 13, n. 17, p. 2813, doi. 10.3390/diagnostics13172813

By:

Escudero Sanchez, Lorena;
Buddenkotte, Thomas;
Al Sa'd, Mohammad;
McCague, Cathal;
Darcy, James;
Rundo, Leonardo;
Samoshkin, Alex;
Graves, Martin J.;
Hollamby, Victoria;
Browne, Paul;
Crispin-Ortuzar, Mireia;
Woitek, Ramona;
Sala, Evis;
Schönlieb, Carola-Bibiane;
Doran, Simon J.;
Öktem, Ozan

Publication type:

Article

Enhancing the spatial resolution of hyperpolarized carbon‐13 MRI of human brain metabolism using structure guidance.

Published in:

Magnetic Resonance in Medicine, 2022, v. 87, n. 3, p. 1301, doi. 10.1002/mrm.29045

By:

Ehrhardt, Matthias J.;
Gallagher, Ferdia A.;
McLean, Mary A.;
Schönlieb, Carola‐Bibiane

Publication type:

Article

Label-free prediction of cell painting from brightfield images.

Published in:

Scientific Reports, 2022, v. 12, n. 1, p. 1, doi. 10.1038/s41598-022-12914-x

By:

Cross-Zamirski, Jan Oscar;
Mouchet, Elizabeth;
Williams, Guy;
Schönlieb, Carola-Bibiane;
Turkki, Riku;
Wang, Yinhai

Publication type:

Article

A multi‐contrast MRI approach to thalamus segmentation.

Published in:

Human Brain Mapping, 2020, v. 41, n. 8, p. 2104, doi. 10.1002/hbm.24933

By:

Corona, Veronica;
Lellmann, Jan;
Nestor, Peter;
Schönlieb, Carola‐Bibiane;
Acosta‐Cabronero, Julio

Publication type:

Article

A Continuous-time Stochastic Gradient Descent Method for Continuous Data.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Kexin Jin;
Latz, Jonas;
Chenguang Liu;
Schönlieb, Carola-Bibiane

Publication type:

Article

TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Kaixuan Wei;
Aviles-Rivero, Angelica;
Jingwei Liang;
Ying Fu;
Hua Huang;
Schönlieb, Carola-Bibiane

Publication type:

Article

On Biased Stochastic Gradient Estimation.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Driggs, Derek;
Jingwei Liang;
Schönlieb, Carola-Bibiane

Publication type:

Article