Helena Montenegro

Helena Montenegro obtained a M.Sc. degree in informatics and computing engineering from the Faculty of Engineering of the University of Porto in 2021. She is a Ph.D. student in informatics engineering and a research assistant at INESC TEC, associated with the Visual Computing and Machine Intelligence Group (VCMI). Her main research interests include Machine Learning and Computer Vision, with a special focus on privacy-preserving methods for visual data and interpretability.

Domains

Artificial Intelligence

Projects

CINDERELLA

CAGING

Publications

Anonymizing medical case-based explanations through disentanglement

Montenegro, H;Cardoso, JS;

2024

MEDICAL IMAGE ANALYSIS

REPRODUCING ASYMMETRIES CAUSED BY BREAST CANCER TREATMENT IN PRE-OPERATIVE BREAST IMAGES

Freitas, N;Montenegro, H;Cardoso, MJ;Cardoso, JS;

2024

IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING, ISBI 2024

Leveraging Cold Diffusion for the Decomposition of Identically Distributed Superimposed Images

Montenegro, H;Cardoso, JS;

2025

IEEE OPEN JOURNAL OF SIGNAL PROCESSING

Centres

Telecommunications and Multimedia

The Centre for Telecommunications and Multimedia (CTM) welcomes close to 200 members, including at least 100 integrated researchers who carry out scientific work in the fields of communications, Artificial Intelligence, and computer science and engineering. The Centre’s activities cover several Research and Development (R&D) domains: Communications and Electronics Radio Frequency Technologies Optoelectronics Microelectronics Wireless Communication Networks Computer Perception Computer Vision applied to Medical Imaging Computer Vision applied to Digital Media Computer Audio applied to Music With multidisciplinary teams that include dozens of PhDs, CTM is strongly committed to both European and national research projects, as well as consultancy projects with industry.

Information and Contacts

Phone

+351222094000

Email

[email protected]