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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
interests
projects
publications
Artificial Intelligence Meets Marine Ecotoxicology: Applying Deep Learning to Bio-Optical Data from Marine Diatoms Exposed to Legacy and Emerging Contaminants
Published in Biology, 2021
Developing ML and DL models for detecting the presence of emerging contaminants
A comparative study of automated deep learning segmentation models for prostate MRI
Published in Cancers, 2023
Evaluation of SOTA segmentation models for prostate whole gland and zone segmentation
Analysis of domain shift in whole prostate gland, zonal and lesions segmentation and detection, using multicentric retrospective data
Published in Computers in Biology and Medicine, 2024
Developing domain-shift invariant models, regarding scanner manufacturer, for prostate whole gland, zone and lesion segmentation
Impact of Scanner Manufacturer, Endorectal Coil Use, and Clinical Variables on Deep Learning–assisted Prostate Cancer Classification Using Multiparametric MRI
Published in Radiology: Artificial Intelligence, 2025
How different scanner manufacturers and the inclusion of endorectal coils images can affect the performance of 3D deep learning models for prostate cancer classification.
Effective reduction of unnecessary biopsies through a deep-learning-assisted aggressive prostate cancer detector
Published in Nature: Scientific Reports, 2025
We developed a 3D aggressive lesion object detection model which can be used to detect and segment aggressive prostate cancer lesions, and recommend whether or not a biopsy is needed
teaching
Assistant Professor
Bsc and Msc courses, NOVA IMS, 2020
Planning and lecturing the practical classes for the Computational Methods for Optimization bachelors course. Planning and lecturing the practical classes for the Neuroevolution masters course.
Supervision
Student Supervision, Faculty of Sciences, University of Lisbon; NOVA IMS, 1900
Un-official co-supervision of two master students and one PhD student