publications

2025
Bridging the gap: exposing the hidden challenges towards adoption of artificial intelligence in surgery
Ana Manzano Rodríguez, Cees Snoek, Marlies Schijven
British Journal of Surgery, 2025
PDF DOI
HierVision: Standardized and Reproducible Hierarchical Sources for Vision Datasets
Tejaswi Kasarla, Ruthu Hulikal Rooparaghunath, Stefano D'arrigo, Gowreesh Mago, Abhishek Jha, Melika Ayoughi, Swasti Shreya Mishra, Ana Manzano Rodríguez, Teng Long, Mina Ghadimi Atigh, Max Van Spengler, Pascal Mettes
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025, pp. 682–695
PDF
Fairness Without Labels: Pseudo-Balancing for Bias Mitigation in Face Gender Classification
Haohua Dong, Ana Manzano Rodríguez, Camille Guinaudeau, Shin'ichi Satoh
Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, 2025, pp. 7742–7751
PDF
Uncovering Gender Biases in Gender Identification Models for Japanese Data Analysis
Ana Manzano Rodríguez, Camille Guinaudeau, Shin'ichi Satoh
Workshop on Demographic Diversity in Computer Vision @ CVPR, 2025
PDF
2021
Differentiating between stable and progressive carotid atherosclerotic plaques from in-vivo ultrasound images using texture descriptors
Martin Kostelansky, Ana Manzano Rodríguez, Jan Kybic, Miroslav Hekrdla, Ondrej Dvorsky, Jiri Kozel, Patricie Baurova, David Pakizer, David Skoloudik
Proc. SPIE 12088, 17th International Symposium on Medical Information Processing and Analysis, 120881L (2021)
DOI
theses
Advancing Egocentric Action Recognition for Perceptually-enabled Task Guidance
Ana Manzano Rodríguez
MSc Thesis · Universitat Politècnica de Catalunya & Northeastern University, 2023
DOI
Processing in vivo ultrasound images of the carotid artery
Ana Manzano Rodríguez
BSc Thesis · Universitat Politècnica de Catalunya & Czech Technical University in Prague, 2021
DOI