Highlighted Publications
Here are some of my most recent research works which I am most proud of:</a>.
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
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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.
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Published in Computers in Biology and Medicine, 2024
Developing domain-shift invariant models, regarding scanner manufacturer, for prostate whole gland, zone and lesion segmentation
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Published in Cancers, 2023
Evaluation of SOTA segmentation models for prostate whole gland and zone segmentation
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Published in Biology, 2021
Developing ML and DL models for detecting the presence of emerging contaminants
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