Publications

You can also find my published work on my Google Scholar profile.

Linde S. Hesse, and Ana I.L. Namburete. INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples arXiv preprint arXiv:2208.00457, 2022. Accepted for publication at MICCAI 2022 [project page][link]
Linde S. Hesse, Moska Aliasi, Felipe Moser, the INTERGROWTH-21st Consortium, Monique C. Haak, Weidi Xie, Mark Jenkinson, and Ana I.L. Namburete. Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning in NeuroImage, 2022 [link] [project page]
Linde S. Hesse*, Madeleine K. Wyburd*, Moska Aliasi, Mark Jenkinson, Aris T. Papageorghiou, Monique C. Haak and Ana I.L. Namburete. Assessment of Regional Cortical Development through Fissure Based Gestational Age Estimation in 3D Fetal Ultrasound in Preterm, Perinatal and Paediatric Image Analysis (PIPPI), satellite event of Medical Image Computing and Computer Assisted Intervention society (MICCAI), 2021. Accepted for oral presentation. [link]
Linde S. Hesse, Grey Kuling, Mitko Veta, and Anne I. Martel. Intensity augmentation to improve generalizability of breast segmentation across different MRI scan protocols in IEEE Transactions on Biomedical Engineering, 2020. [Link]
Linde S. Hesse and Ana I.L. Namburete. Improving U-Net Segmentation with Active Contour Based Label Correction in Annual Conference on Medical Image Understanding and Analysis (MIUA), 2020. [link] [video]

Conference Abstracts

Linde S. Hesse*, Madeleine K. Wyburd*, Moska Aliasi, Felipe Moser, Monique C. Haak, Aris T. Papageorghiou, Intergrowth-21st Consortium, and Ana I.L. Namburete. Automated grading of fetal cortical development using deep-learning algorithms: a preliminary 3D ultrasound study in healthy fetusses. in International Society of Ultrasound in Obstetrics and Gynecology (ISUOG), 2021. Accepted for oral presentation [link]
Linde S. Hesse, Moska Aliasi, Aris T. Papageorghiou, Monique C. Haak, Weidi Xie, Mark Jenkinson, and Ana I.L. Namburete. Few-shot subcortical brain structure segmentation in 3D fetal brain ultrasound in Organisation for Human Brain Mapping (OHBM), 2021. Accepted for poster presentation. [project page] [poster]

* Indicates equal contribution