Perla Mayo

According to our database, Perla Mayo authored at least 11 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting.

Perla Mayo, Carolin M. Pirkl, Alin M. Achim, Bjoern H. Menze, Mohammad Golbabaee

IEEE Access, 2026

2025

Physics Informed Guided Diffusion for Accelerated Multi-parametric MRI Reconstruction.

Perla Mayo, Carolin M. Pirkl, Alin Achim, Bjoern Menze, Mohammad Golbabaee

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Improved Patch Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting.

Perla Mayo, Carolin M. Pirkl, Alin Achim, Bjoern H. Menze, Mohammad Golbabaee

CoRR, 2024

StoDIP: Efficient 3D MRF Image Reconstruction with Deep Image Priors and Stochastic Iterations.

Perla Mayo, Matteo Cencini, Carolin M. Pirkl, Marion I. Menzel, Michela Tosetti, Bjoern H. Menze, Mohammad Golbabaee

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

Deep Image Priors for Magnetic Resonance Fingerprinting with Pretrained Bloch-Consistent Denoising Autoencoders.

Perla Mayo, Matteo Cencini, Ketan Fatania, Carolin M. Pirkl, Marion I. Menzel, Bjoern H. Menze, Michela Tosetti, Mohammad Golbabaee

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2022

Detection of Parasitic Eggs from Microscopy Images and the emergence of a new dataset.

Perla Mayo, Nantheera Anantrasirichai, Thanarat H. Chalidabhongse, Duangdao Palasuwan, Alin Achim

CoRR, 2022

2021

Representation Learning via Cauchy Convolutional Sparse Coding.

Perla Mayo, Oktay Karakus, Robin Holmes, Alin Achim

IEEE Access, 2021

2020

Convergence Guarantees for Non-Convex Optimisation With Cauchy-Based Penalties.

Oktay Karakus, Perla Mayo, Alin Achim

IEEE Trans. Signal Process., 2020

Iterative Cauchy Thresholding: Regularisation With A Heavy-Tailed Prior.

Perla Mayo, Robin Holmes, Alin Achim

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Super-Resolution OCT Using Sparse Representations and Heavy-Tailed Models.

Daniel Valdez Zermeno, Perla Mayo, Lindsay Nicholson, Alin Achim

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Classification of Alzheimer's Disease in MRI based on Dictionary Learning and Heavy Tailed Modelling.

Perla Mayo, Robin Holmes, Alin Achim

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019