Angelica I. Avilés-Rivero

Computer Science · Physical Sciences

20h-index2.3kcitations158works2.42yr avg
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Research Topics

Medical Image Segmentation Techniques(26), Radiomics and Machine Learning in Medical Imaging(22), Medical Imaging Techniques and Applications(21), Advanced MRI Techniques and Applications(18), Advanced Neural Network Applications(17)

Publications158 total

Parameters Learning Enhancement on Biophysics Informed Brain Tumour Segmentation 2024 Summer Research in Maths (SRIM) Projects
2026Open Access
VesSAM: Efficient Multi-Prompting for Segmenting Complex Vessel
2025
DNA-Prior: Unsupervised Denoise Anything via Dual-Domain Prior
arXiv (Cornell University)·2025Open Access
VesSAM: Efficient Multi-Prompting for Segmenting Complex Vessel
arXiv (Cornell University)·2025Open Access
Brain age prediction and early neurodegeneration detection using contrastive learning on brain biomechanics: a retrospective, multicentre study
EBioMedicine·2025Open Access
Brain foundation models with hypergraph dynamic adapter for brain disease analysis
Pattern Recognition·2025Open Access
Heading Estimation of Ships using Deep Learning and Synthetic Non-aerial Images
Journal of Physics Conference Series·2025Open Access
PDE Solvers Should Be Local: Fast, Stable Rollouts with Learned Local Stencils
arXiv (Cornell University)·2025Open Access
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation
Lecture notes in computer science·2025
Learning homeomorphic image registration via conformal-invariant hyperelastic regularisation
Medical Image Analysis·2025
NeuTSFlow: Modeling Continuous Functions Behind Time Series Forecasting
arXiv (Cornell University)·2025Open Access
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction
arXiv (Cornell University)·2025Open Access
Bridging Annotation Gaps: Transferring Labels to Align Object Detection Datasets
arXiv (Cornell University)·2025Open Access
Deep Spectral Prior
arXiv (Cornell University)·2025Open Access
RSFR: A Coarse-to-Fine Reconstruction Framework for Diffusion Tensor Cardiac MRI with Semantic-Aware Refinement
arXiv (Cornell University)·2025Open Access
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
Enhancing Brain Age Prediction and Neurodegeneration Detection with Contrastive Learning on Regional Biomechanical Properties
2025Open Access
D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
arXiv (Cornell University)·2025Open Access
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation
ArXiv.org·2025Open Access
Sliding-Window Merging for Compacting Patch-Redundant Layers in LLMs
ArXiv.org·2025Open Access
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Frequent Co-authors

Carola‐Bibiane Schönlieb(28), Samar M. Alsaleh(10), Alı́cia Casals(9), Pilar Sobrevilla(7), Nicolas Papadakis(7), Philip Sellars(6), James K. Hahn(5), Ruoteng Li(5), Robby T. Tan(5), Qingnan Fan(5), Lei Zhu(4), Guang Yang(4), Yijun Yang(3), Huazhu Fu(3), Lihao Liu(3), Yijun Yang(3), Yinzhe Wu(3), Jing Qin(3), Lihao Liu(3), Fiona J. Gilbert(2)