Aleksandra Pižurica

Ghent University — Belgium

Computer Science · Physical Sciences

40h-index7.3kcitations440works3.42yr avg
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Research Topics

Image and Signal Denoising Methods(142), Advanced Image Fusion Techniques(87), Remote-Sensing Image Classification(69), Advanced Image Processing Techniques(48), Medical Image Segmentation Techniques(41)

Publications440 total

Combining deep learning with statistical shape modelling enables automated lower limb measurements with observer‐level reliability using weight‐bearing computed tomography
PubMed Central·2026Open Access
FUTON: Fourier Tensor Network for Implicit Neural Representations
ArXiv.org·2026Open Access
FUTON: Fourier Tensor Network for Implicit Neural Representations
arXiv (Cornell University)·2026Open Access
Scalable Context-Preserving Model-Aware Deep Clustering for Hyperspectral Images
Remote Sensing·2025Open Access
DEEP LEARNING-DRIVEN AUTOMATION OF ORTHOPAEDIC LOWER LIMB MEASUREMENTS
Orthopaedic Proceedings·2025
AUTOMATING 3D ORTHOPAEDIC MEASUREMENTS USING WEIGHTBEARING CT IMAGING
Orthopaedic Proceedings·2025
Generalized Category Discovery in Hyperspectral Images Via Prototype Subspace Modeling
2025
Evaluating Denoising Diffusion Probabilistic Models for PET Denoising: A Critical Analysis in a Limited Data Regime
2025Open Access
Semi-Supervised Deep Subspace Clustering for Hyperspectral Images
2025
Abnormality Detection in PET Imaging Using Foundation Models: A Comparative Study and Analysis
2025
Advancing Medical Education and Planning Through Extended Reality: A Mini Review of XR Applications in Medicine
Communications in computer and information science·2025
Joint Superpixel and Self-Representation Learning for Scalable Hyperspectral Image Clustering
arXiv (Cornell University)·2025Open Access
Quantifying 3D foot and ankle alignment using an AI-driven framework: a pilot study
Skeletal Radiology·2025
Efficient Self-Supervised Vision Transformers for Histopathology Image Retrieval
2025
Towards Point Cloud Counterfactual Explanations
2025
Addressing Seabed Characterization as Fuzzy Deep Learning Segmentation to Mitigate Ambiguous Synthetic Aperture Sonar Data
2025Open Access
An enhanced classification method based on adaptive multi-scale fusion for long-tailed multispectral point clouds
Science China Information Sciences·2025· 2 cited
Scalable Context-Preserving Model-Aware Deep Clustering for Hyperspectral Images
arXiv (Cornell University)·2025Open Access
Deconver: A Deconvolutional Network for Medical Image Segmentation
arXiv (Cornell University)·2025Open Access
Deconver: A Deconvolutional Network for Medical Image Segmentation
IEEE Journal of Biomedical and Health Informatics·2025Open Access
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Frequent Co-authors

Wilfried Philips(30), Wenzhi Liao(11), Vladimir Zlokolica(6), Rik Bellens(4), Sidharta Gautama(4), Ignace Lemahieu(4), Marc Acheroy(3), Tijana Ružić(3), Xian Li(3), Mingli Ding(3), Bart Goossens(3), Bruno Cornelis(3), Maximiliaan Martens(3), Etienne E. Kerre(3), Shaoguang Huang(3), Hongyan Zhang(3), Danilo Babin(3), Xin Huang(2), Frieke Van Coillie(2), Paul Scheunders(2)