Mathematical Image Analysis

Research output

Content available in repository 1991 2003 2005 2007 2008 2009 2010 2012 2013 2014 2015 2016 2017 2025

• 164 Conference contribution
• 126 Article
• 47 Report
• 15 Chapter
• 27 More
  • 7 Book editing
  • 7 Poster
  • 6 Phd Thesis 1 (Research TU/e / Graduation TU/e)
  • 2 Abstract
  • 1 Paper
  • 1 Meeting Abstract
  • 1 Comment/Letter to the editor
  • 1 Editorial
  • 1 Review article

Content available in repository

Content available in repository

Search results

• 2025

  Brain connectivity and cognition in glioma patients

  Smolders, L., 7 Jan 2025, Eindhoven: Eindhoven University of Technology. 241 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  112 Downloads (Pure)

• Loss function inversion for improved crack segmentation in steel bridges using a CNN framework

  Kompanets, A. (Corresponding author), Duits, R., Pai, G., Leonetti, D. & Snijder, H. H., Feb 2025, In: Automation in Construction. 170, 26 p., 105896.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Steel Bridges 100%
  • Loss Function 100%
  • Convolutional Neural Network 100%
  • Crack Detection 66%
  • Resolution Image 33%
  18 Downloads (Pure)
• 2024

  A new class of non-Einstein pp-wave solutions to quadratic gravity

  Heefer, S., Niehof, L. F. & Fuster, A., 2024, (Accepted/In press) In: Physical Review D. XX, X

  Research output: Contribution to journal › Article › Academic › peer-review

  • Surface Wave 100%

• Can structure predict function at individual level in the human connectome?

  Smolders, L. (Corresponding author), De Baene, W., Rutten, G. J., van der Hofstad, R. & Florack, L., Jun 2024, In: Brain Structure and Function. 229, 5, p. 1209-1223 15 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Functional Connectivity 100%
  27 Downloads (Pure)

• Finsler Geometry, Spacetime & Gravity: From Metrizability of Berwald Spaces to Exact Vacuum Solutions in Finsler Gravity

  Heefer, S. J., 24 May 2024, Eindhoven: Eindhoven University of Technology. 217 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  4906 Downloads (Pure)

• Geodesic Tracking via New Data-Driven Connections of Cartan Type for Vascular Tree Tracking

  van den Berg, N. J. (Corresponding author), Smets, B. M. N., Pai, G., Mirebeau, J.-M. & Duits, R., Apr 2024, In: Journal of Mathematical Imaging and Vision. 66, 2, p. 198-230 33 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Cartan Connection 100%
  • Tree 100%
  • Retina Image 100%
  • Blood Vessels 66%
  • Mathematica Notebook 50%
  1 Citation (Scopus)

  39 Downloads (Pure)

• Geometric Partial Differential Equations in Deep Learning and Image Processing

  Smets, B. M. N., 20 Sept 2024, Eindhoven: Eindhoven University of Technology. 274 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  200 Downloads (Pure)

• High-angular resolution diffusion tensor imaging: physical foundation and geometric framework

  Florack, L. (Corresponding author) & Sengers, R., 13 Dec 2024, In: Frontiers in Physics. 12, 12 p., 1447311.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • High Angular Resolution Diffusion 100%
  • Statistical Physics 100%
  • Harmonics 100%
  • Nuclear Spin 100%
  • Magnetic Resonance 100%
  14 Downloads (Pure)

• Riemannian Geometry in Diffusion Weighted Imaging

  Sengers, H. J. C. E., 23 Jan 2024, Eindhoven: Eindhoven University of Technology. 90 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  223 Downloads (Pure)
• 2023

  A Cosmological unicorn solution to Finsler gravity

  Heefer, S., Pfeifer, C., Reggio, A. & Fuster, A., 15 Sept 2023, In: Physical Review D. 108, 6, 11 p., 064051.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Gravitation 100%
  • Vacuum 50%
  • Universe 50%
  • Symmetry 50%
  • Cosmology 50%
  2 Citations (Scopus)

  72 Downloads (Pure)

• Analysis of (sub-)Riemannian PDE-G-CNNs

  Bellaard, G. (Corresponding author), Bon, D. L. J., Pai, G., Smets, B. M. N. & Duits, R., Dec 2023, In: Journal of Mathematical Imaging and Vision. 65, 6, p. 819-843 25 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • PDE 100%
  • Equivariant 100%
  • Convolutional Neural Network 100%
  • Network Complexity 33%
  • Interpretability 33%
  5 Citations (Scopus)

  50 Downloads (Pure)

• Finsler gravitational waves of (α, β)-type and their observational signature

  Heefer, S. (Corresponding author) & Fuster, A., 10 Sept 2023, In: Classical and Quantum Gravity. 40, 18, 33 p., 184002.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Gravitational Wave 100%
  • General Relativity 40%
  • Pp Waves 20%
  7 Citations (Scopus)

  15 Downloads (Pure)

• Functional Properties of PDE-Based Group Equivariant Convolutional Neural Networks

  Pai, G. (Corresponding author), Bellaard, G., Smets, B. M. N. & Duits, R., 1 Aug 2023, Geometric Science of Information: 6th International Conference, GSI 2023, St. Malo, France, August 30 – September 1, 2023, Proceedings, Part I. Nielsen, F. & Barbaresco, F. (eds.). Cham: Springer, p. 63–72 10 p. (Lecture Notes in Computer Science (LNCS); vol. 14071).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • PDE 100%
  • Equivariant 100%
  • Convolutional Neural Network 100%
  • Functional Property 100%
  • Convolution 30%
  1 Citation (Scopus)

  13 Downloads (Pure)

• Geodesic Tracking of Retinal Vascular Trees with Optical and TV-Flow Enhancement in SE(2)

  van den Berg, N. J. (Corresponding author), Zhang, S., Smets, B. M. N., Berendschot, T. T. J. M. & Duits, R., 10 May 2023, Scale Space and Variational Methods in Computer Vision: 9th International Conference, SSVM 2023, Santa Margherita di Pula, Italy, May 21–25, 2023, Proceedings. Calatroni, L., Donatelli, M., Morigi, S., Prato, M. & Santacesaria, M. (eds.). Cham: Springer, p. 525-537 13 p. (Lecture Notes in Computer Science (LNCS); vol. 14009).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Optics 100%
  • Vascularization 100%
  • Tree 100%
  • Retina Image 100%
  • Diseases 100%
  1 Citation (Scopus)

• Geometric Adaptations of PDE-G-CNNs

  Bellaard, G. (Corresponding author), Pai, G., Oliván Bescós, J. & Duits, R., 10 May 2023, Scale Space and Variational Methods in Computer Vision: 9th International Conference, SSVM 2023, Santa Margherita di Pula, Italy, May 21–25, 2023, Proceedings. Calatroni, L., Donatelli, M., Morigi, S., Prato, M. & Santacesaria, M. (eds.). Springer, p. 538-550 13 p. (Lecture Notes in Computer Science (LNCS); vol. 14009).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Thermodynamics 100%
  • Biomechanics 100%
  • Convolutional Neural Network 100%
  • PDE 100%
  • Transferring 100%
  1 Citation (Scopus)

  10 Downloads (Pure)

• On the metrizability of m-Kropina spaces with closed null 1-form

  Heefer, S. (Corresponding author), Pfeifer, C., van Voorthuizen, J. & Fuster, A., 7 Feb 2023, In: Journal of Mathematical Physics. 64, 2, 12 p., 022502.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Metrizability 100%
  • Null 100%
  • Affine Connection 66%
  • Counterexample 33%
  • Positive Definite 33%
  4 Citations (Scopus)

  27 Downloads (Pure)

• PDE-Based Group Equivariant Convolutional Neural Networks

  Smets, B. M. N. (Corresponding author), Portegies, J., Bekkers, E. J. & Duits, R., Jan 2023, In: Journal of Mathematical Imaging and Vision. 65, 1, p. 209-239 31 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • PDE 100%
  • Equivariant 100%
  • Convolutional Neural Network 100%
  • Convolution 45%
  • Approximation (Algorithm) 25%
  17 Citations (Scopus)

  105 Downloads (Pure)

• Probability of detection curve for the automatic visual inspection of steel bridges

  Kompanets, A. (Corresponding author), Leonetti, D., Duits, R., Maljaars, J. & Snijder, H. H., 1 Sept 2023, In: CE/Papers. 6, 3-4, p. 814-824 11 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Steel Bridges 100%
  • Probability of Detection 100%
  • Visual Inspection 100%
  • Damage-Tolerant Design 66%
  • Applicability 33%
  133 Downloads (Pure)

• Segmentation Tool for Images of Cracks

  Kompanets, A. (Corresponding author), Duits, R., Leonetti, D., van den Berg, N. J. & Snijder, H. H., 30 Sept 2023, Advances in Information Technology in Civil and Building Engineering: Proceedings of ICCCBE 2022 - Volume 1. Skatulla, S. & Beushausen, H. (eds.). Cham: Springer, p. 93-110 18 p. (Lecture Notes in Civil Engineering (LNCE); vol. 357).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Visual Inspection 100%
  • Optimal Path 100%
  • Fatigue Crack 100%
  • Machine Learning Algorithm 100%
  • Infrastructure 50%
  2 Citations (Scopus)

  5 Downloads (Pure)

• Subject-Specific Automatic Reconstruction of White Matter Tracts

  Meesters, S., Landers, M., Rutten, G.-J. (Corresponding author) & Florack, L., Dec 2023, In: Journal of Digital Imaging. 36, 6, p. 2648-2661 14 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Tractography 100%
  • White Matter 100%
  • Normal Human 50%
  • Magnetic Resonance Imaging 33%
  • Brain Tumor 33%
  3 Citations (Scopus)

  29 Downloads (Pure)

• Working memory performance in glioma patients is associated with functional connectivity between the right dorsolateral prefrontal cortex and default mode network

  Smolders, L. (Corresponding author), De Baene, W., van der Hofstad, R., Florack, L. & Rutten, G.-J., Dec 2023, In: Journal of Neuroscience Research. 101, 12, p. 1826-1839 14 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Working Memory 100%
  • Functional Connectivity 100%
  • Dorsolateral Prefrontal Cortex 100%
  • Default Mode Network 100%
  • Functional Magnetic Resonance Imaging 25%
  2 Citations (Scopus)

  49 Downloads (Pure)
• 2022

  Quantum gravity phenomenology at the dawn of the multi-messenger era—A review

  Addazi, A., Alvarez-Muniz, J., Alves Batista, R., Amelino-Camelia, G., Antonelli, V., Arzano, M., Asorey, M., Atteia, J. L., Bahamonde, S., Bajardi, F., Ballesteros, A., Baret, B., Barreiros, D. M., Basilakos, S., Benisty, D., Birnholtz, O., Blanco-Pillado, J. J., Blas, D., Bolmont, J. & Boncioli, D. & 142 others, Bosso, P., Calcagni, G., Capozziello, S., Carmona, J. M. (Corresponding author), Cerci, S., Chernyakova, M., Clesse, S., Coelho, J. A. B., Colak, S. M., Cortes, J. L., Das, S., D'Esposito, V., Demirci, M., Di Luca, M. G., di Matteo, A., Dimitrijevic, D., Djordjevic, G., Prester, D. D., Eichhorn, A., Ellis, J., Escamilla-Rivera, C., Fabiano, G., Franchino-Viñas, S. A., Frassino, A. M., Frattulillo, D., Funk, S., Fuster, A., Gamboa, J., Gent, A., Gergely, L., Giammarchi, M., Giesel, K., Glicenstein, J. F., Gracia-Bondía, J., Gracia-Ruiz, R., Gubitosi, G., Guendelman, E. I., Gutierrez-Sagredo, I., Haegel, L., Heefer, S., Held, A., Herranz, F. J., Hinderer, T., Illana, J. I., Ioannisian, A., Jetzer, P., Joaquim, F. R., Kampert, K. H., Uysal, A. K., Katori, T., Kazarian, N., Kerszberg, D., Kowalski-Glikman, J., Kuroyanagi, S., Lämmerzahl, C., Said, J. L., Liberati, S., Lim, E., Lobo, I. P., López-Moya, M., Luciano, G. G., Manganaro, M., Marcianò, A., Martín-Moruno, P., Martinez, M., Martinez, M., Martínez-Huerta, H., Martínez-Miravé, P., Masip, M., Mattingly, D., Mavromatos, N., Mazumdar, A., Méndez, F., Mercati, F., Micanovic, S., Mielczarek, J., Miller, A. L., Milosevic, M., Minic, D., Miramonti, L., Mitsou, V. A., Moniz, P., Mukherjee, S., Nardini, G., Navas, S., Niechciol, M., Nielsen, A. B., Obers, N. A., Oikonomou, F., Oriti, D., Paganini, C. F., Palomares-Ruiz, S., Pasechnik, R., Pasic, V., Pérez de los Heros, C., Pfeifer, C., Pieroni, M., Piran, T., Platania, A., Rastgoo, S., Relancio, J. J., Reyes, M. A., Ricciardone, A., Risse, M., Rodriguez Frias, M. D., Rosati, G., Rubiera-Garcia, D., Sahlmann, H., Sakellariadou, M., Salamida, F., Saridakis, E. N., Satunin, P., Schiffer, M., Schüssler, F., Sigl, G., Sitarek, J., Peracaula, J. S., Sopuerta, C. F., Sotiriou, T. P., Spurio, M., Staicova, D., Stergioulas, N., Stoica, S., Strišković, J., Stuttard, T., Cerci, D. S., Tavakoli, Y., Ternes, C. A., Terzić, T., Thiemann, T., Tinyakov, P., Torri, M. D. C., Tórtola, M., Trimarelli, C., Trześniewski, T., Tureanu, A., Urban, F. R., Vagenas, E. C., Vernieri, D., Vitagliano, V., Wallet, J. C. & Zornoza, J. D., 1 Jul 2022, In: Progress in Particle and Nuclear Physics. 125, 103948.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  File

  • Quantum Gravity 100%
  • Energetics 20%
  • Gravitational Wave 20%
  • Scale Effect 20%
  • Intergalactic Medium 20%
  298 Citations (SciVal)

  562 Downloads (Pure)

• Tractometric Coherence of Fiber Bundles in DTI

  Sengers, H. J. C. E., Dela Haije, T. C. J., Fuster, A. & Florack, L. M. J., 1 Dec 2022, Computational Diffusion MRI - 13th International Workshop, CDMRI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Cetin-Karayumak, S., Christiaens, D., Figini, M., Guevara, P., Pieciak, T., Powell, E. & Rheault, F. (eds.). Springer, p. 137-148 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13722 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Diffusion Tensor 100%
  • K-Tuples 100%
  • Tensor 100%
  • Fiber Bundle 100%
  • Filtering Method 50%
  1 Citation (Scopus)
• 2021

  Anisotropy Across Fields and Scales

  Özarslan, E. (Editor), Schultz, T. (Editor), Zhang, E. (Editor) & Fuster, A. (Editor), 2021, Springer. (Mathematics and Visualization; vol. 4562)

  Research output: Book/Report › Book editing › Academic › peer-review

  Open Access

• A Novel Algorithm for Region-to-Region Tractography in Diffusion Tensor Imaging

  Smolders, L., Sengers, R., Fuster, A., de Berg, M. & Florack, L., 2021, Computational Diffusion MRI : 12th International Workshop, CDMRI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. Cetin-Karayumak, S., Christiaens, D., Figini, M., Guevara, P., Gyori, N., Nath, V. & Pieciak, T. (eds.). Cham: Springer, p. 71-81 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13006 )(Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP); vol. 13006).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Target Region 100%
  • Diffusion Tensor 100%
  • Geodesics 100%
  • Voxel 100%
  • Tensor 100%

• Automatic tractography for brain tumor surgery: towards clinical application

  Meesters, S., Landers, M., Rutten, G.-J. & Florack, L., 2021, Proceedings of the ISMRM & SMRT Annual Meeting & Exhibition 15-20 May 2021.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  File
  78 Downloads (Pure)

• Equivariant Deep Learning via Morphological and Linear Scale Space PDEs on the Space of Positions and Orientations

  Duits, R., Smets, B. M. N., Bekkers, E. J. & Portegies, J. W., 30 Apr 2021, p. 27-39. 13 p.

  Research output: Contribution to conference › Paper › Academic

  Open Access

  • PDE 100%
  • Equivariant 100%
  • Deep Learning 100%
  • Convolutional Neural Network 100%
  • Morphology 100%
  7 Citations (Scopus)

• Geodesic Tubes for Uncertainty Quantification in Diffusion MRI

  Sengers, R., Florack, L. & Fuster, A., 2021, Information Processing in Medical Imaging - 27th International Conference, IPMI 2021, Proceedings. Feragen, A., Sommer, S., Schnabel, J. & Nielsen, M. (eds.). Springer, p. 279-290 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12729 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Tensor 100%
  • Uncertainty Quantification 100%
  • Geodesics 100%
  • Boundary Condition 33%
  • Initial-Value Problem 33%
  3 Citations (Scopus)

• Geodesic Uncertainty in Diffusion MRI

  Sengers, H. J. C. E., Florack, L. (Corresponding author) & Fuster, A., 28 Oct 2021, In: Frontiers in Computer Science. 3, 718131.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Manifold 100%
  • Metric Geometry 100%
  • Hopf-Rinow Theorem 100%
  • Metric Space 100%
  • Dimensionality Reduction 100%
  3 Citations (Scopus)

  54 Downloads (Pure)

• Identifying Berwald Finsler Geometries

  Pfeifer, C., Heefer, S. (Corresponding author) & Fuster, A., Dec 2021, In: Differential Geometry and its Applications. 79, 12 p., 101817.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Necessary and Sufficient Condition 100%
  • Lagrangian 50%
  • PDE 50%
  • Riemannian Geometry 50%
  • Covariant Derivative 50%
  7 Citations (Scopus)

  69 Downloads (Pure)

• Lesion Segmentation in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets

  Xing, J., Li, Z., Wang, B., Qi, Y., Yu, B., Ghazvinian Zanjani, F., Zheng, A., Duits, R. & Tan, T. (Corresponding author), 1 Nov 2021, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 18, 6, p. 2555-2565 11 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Lesion Segmentation 100%
  • Convolutional Neural Network 100%
  • Neural Network 100%
  • Annotation 33%
  • Shape Information 33%
  18 Citations (Scopus)

• Randers pp-waves

  Heefer, S., Pfeifer, C. & Fuster, A., 2 Jul 2021, In: Physical Review D. 104, 2, 10 p., 024007 .

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Pp Waves 100%
  11 Citations (Scopus)

  74 Downloads (Pure)

• Roto-translation equivariant convolutional networks: Application to histopathology image analysis

  Lafarge, M. W. (Corresponding author), Bekkers, E. J., Pluim, J. P. W., Duits, R. & Veta, M., 1 Feb 2021, In: Medical Image Analysis. 68, p. 101849 12 p., 101849.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Image Analysis 100%
  • Convolutional Network 100%
  • Network Application 100%
  • Machine Learning 50%
  • Tumor Detection 25%
  56 Citations (Scopus)
• 2020

  Attentive Group Equivariant Convolutional Networks

  Romero, D. W., Bekkers, E. J., Tomczak, J. M. & Hoogendoorn, M., 2020, ICML. p. 8188-8199 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

• On the non metrizability of Berwald Finsler spacetimes

  Fuster, A., Heefer, S., Pfeifer, C. (Corresponding author) & Voicu, N., 1 May 2020, In: Universe. 6, 5, 12 p., 64.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Affine Connection 100%
  • Metrizability 100%
  • Positive Definite 66%
  • Tangent Bundle 66%
  • Ricci Tensor 66%
  14 Citations (Scopus)

  112 Downloads (Pure)

• PDE-based Group Equivariant Convolutional Neural Networks

  Smets, B., Portegies, J., Bekkers, E. & Duits, R., 9 Mar 2020, In: arXiv. 2020, 30 p., 2001.09046.

  Research output: Contribution to journal › Article › Academic

  Open Access

  File

  • PDE 100%
  • Equivariant 100%
  • Convolutional Neural Network 100%
  • Convolution 66%
  • Deep Learning 50%
  287 Downloads (Pure)

• Type 2 diabetes and HbA_1c are independently associated with wider retinal arterioles: the Maastricht study

  Li, W., Schram, M. T., Berendschot, T. T. J. M., Webers, C. A. B., Kroon, A. A., van der Kallen, C. J. H., Henry, R. M. A., Schaper, N. C., Huang, F., Dashtbozorg, B., Tan, T., Zhang, J., Abbasi-Sureshjani, S., ter Haar Romeny, B. M., Stehouwer, C. D. A. & Houben, A. J. H. M. (Corresponding author), 1 Jul 2020, In: Diabetologia. 63, 7, p. 1408-1417 10 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Maturity Onset Diabetes of the Young 100%
  • Hemoglobin A1c 100%
  • Impaired Glucose Tolerance 100%
  • Retinal Arteriole 100%
  • Glucose Metabolism 62%
  20 Citations (Scopus)

• Wavelet Networks: Scale Equivariant Learning From Raw Waveforms

  Romero, D. W., Bekkers, E. J., Tomczak, J. M. & Hoogendoorn, M., 2020, In: CoRR. abs/2006.05259

  Research output: Contribution to journal › Article › Academic
• 2019

  A new paradigm for DWI geodesic tractography

  Florack, L. M. J., Sengers, H. J. C. E., Meesters, S., Smolders, L. & Fuster, A., 20 Jan 2019.

  Research output: Contribution to conference › Poster

• Automated tractography of four white matter fascicles in support of brain tumor surgery

  Meesters, S., Rutten, G.-J., Fuster, A. & Florack, L., 2019, Proceedings of the Organization for Human Brain Mapping annual meeting. 1 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Tractography 100%
  • Brain Tumor 100%
  • In Vivo 33%
  • Sensory Processing 33%
  • Motor Skills 33%
  206 Downloads (Pure)

• Detecting discomfort in infants through facial expressions

  Sun, Y., Shan, C. (Corresponding author), Tan, T., Tong, T., Wang, W., Pourtaherian, A. & de With, P. H. N., 3 Dec 2019, In: Physiological Measurement. 40, 11, 15 p., 115006.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Facial Expression 100%
  • Convolutional Neural Network 50%
  • Artificial Neural Networks 25%
  • Neural Network Model 25%
  • Fold Cross Validation 25%
  11 Citations (SciVal)

  3 Downloads (Pure)

• Fourier transform on the homogeneous space of 3D positions and orientations for exact solutions to linear PDEs

  Duits, R. (Corresponding author), Bekkers, E. J. & Mashtakov, A., 8 Jan 2019, In: Entropy. 21, 1, 38 p., 38.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • PDE 100%
  • Homogeneous Space 100%
  • Fourier Transform 100%
  • Lvy Process 60%
  • Exact Probability 40%
  5 Citations (Scopus)

  180 Downloads (Pure)

• Structural connectivity analysis using Finsler geometry

  Dela Haije, T., Savadjiev, P., Fuster, A., Schultz, R. T., Verma, R., Florack, L. & Westin, C.-F., 2019, In: SIAM Journal on Imaging Sciences. 12, 1, p. 551-575 25 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Pervasive Developmental Disorder 100%
  • Diffusion MRI 100%
  4 Citations (Scopus)

  77 Downloads (Pure)

• Total Variation and Mean Curvature PDEs on $\mathbb{R}^d \rtimes S^{d-1}$

  Duits, R., St-Onge, E., Portegies, J. & Smets, B., 28 Jun 2019, In: arXiv. 2019, 17 p., 1902.08145.

  Research output: Contribution to journal › Article › Academic

  Open Access

  File

  • PDE 100%
  • Mean Curvature 100%
  • Total Variation 100%
  • Regularization 16%
  • Lie Group 16%
  36 Downloads (Pure)

• Vascular biomarkers for diabetes and diabetic retinopathy screening

  Huang, F., Abbasi-Sureshjani, S., Zhang, J., Bekkers, E. J., Dasht Bozorg, B. & ter Haar Romeny, B. M., 22 Nov 2019, Computational Retinal Image Analysis: Tools, Applications and Perspectives. Trucco, E., MacGillivray, T. & Xu, Y. (eds.). Academic Press Inc., p. 319-352 34 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic › peer-review

  • And-States 100%
  • Art Performance 100%
  • de-noising 100%
  • Fractal Dimension 100%
  • Inspired Algorithm 100%
  1 Citation (Scopus)

• Visualization and processing of anisotropy in imaging, geometry, and astronomy (Dagstuhl Seminar 18442)

  Fuster, A. (Editor), Özarslan, E., Schultz, T. & Zhang, E., 2019, In: Dagstuhl Reports. 8, 10, p. 148-172 25 p.

  Research output: Contribution to journal › Article › Academic

  Open Access

  File

  • Anisotropy 100%
  70 Downloads (Pure)
• 2018

  Berwald spacetimes and very special relativity

  Fuster, A., Pabst, C. & Pfeifer, C., 15 Oct 2018, In: Physical Review D. 98, 8, 14 p., 084062.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • General Relativity 100%
  • Special Relativity 100%
  • Einstein Equation 33%
  31 Citations (Scopus)

  375 Downloads (Pure)

• Design and processing of invertible orientation scores of 3D images

  Janssen, M. H. J., Janssen, A. J. E. M., Bekkers, E. J., Bescós, J. O. & Duits, R., 1 Nov 2018, In: Journal of Mathematical Imaging and Vision. 60, 9, p. 1427–1458 32 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Wavelet 100%
  • 3D Image 100%
  • Fourier Transform 100%
  • Medical Image Data 100%
  • Complex Wavelet 100%
  18 Citations (Scopus)

  126 Downloads (Pure)

• Differential geometry and orientation analysis in image processing

  Duits, R., Citti, G., Fuster, A. & Schultz, T., 1 Jul 2018, In: Journal of Mathematical Imaging and Vision. 60, 6, p. 763-765 3 p.

  Research output: Contribution to journal › Editorial › Academic › peer-review

  Open Access

• Modeling of intracerebral interictal epileptic discharges: evidence for network interactions

  Meesters, S., Ossenblok, P., Colon, A., Wagner, L., Schijns, O., Boon, P., Florack, L. & Fuster, A., 1 Jun 2018, In: Clinical Neurophysiology. 129, 6, p. 1276-1290 15 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Electroencephalography 100%
  • Magnetic Resonance Imaging 66%
  • Brain Areas 66%
  • Brain Lesion 33%
  • Neuronal Activity 33%
  7 Citations (Scopus)

  299 Downloads (Pure)