Linde S. Hesse

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Transfer Learning

Volumetric Reconstruction

Segmentation Accuracy

Top Venues

Medical Image Anal.

Publications

Pak-Hei Yeung, Linde S. Hesse, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
Sensorless volumetric reconstruction of fetal brain freehand ultrasound scans with deep implicit representation. Medical Image Anal. 94 (2024)
Linde S. Hesse, Nicola K. Dinsdale, Ana I. L. Namburete
Prototype Learning for Explainable Brain Age Prediction. WACV (2024)
Linde S. Hesse, Nicola K. Dinsdale, Ana I. L. Namburete
Prototype Learning for Explainable Regression. CoRR (2023)
Linde S. Hesse, Ana I. L. Namburete
INSightR-Net: Interpretable Neural Network for Regression Using Similarity-Based Comparisons to Prototypical Examples. MICCAI (3) (2022)
Linde S. Hesse, Ana I. L. Namburete
INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples. CoRR (2022)
Linde S. Hesse, Moska Aliasi, Felipe Moser, Monique C. Haak, Weidi Xie, Mark Jenkinson, Ana I. L. Namburete
Subcortical segmentation of the fetal brain in 3D ultrasound using deep learning. NeuroImage 254 (2022)
Madeleine K. Wyburd, Linde S. Hesse, Moska Aliasi, Mark Jenkinson, Aris T. Papageorghiou, Monique C. Haak, Ana I. L. Namburete
Assessment of Regional Cortical Development Through Fissure Based Gestational Age Estimation in 3D Fetal Ultrasound. UNSURE/PIPPI@MICCAI (2021)
Pak-Hei Yeung, Linde S. Hesse, Moska Aliasi, Monique C. Haak, Weidi Xie, Ana I. L. Namburete
ImplicitVol: Sensorless 3D Ultrasound Reconstruction with Deep Implicit Representation. CoRR (2021)
Linde S. Hesse, Grey Kuling, Mitko Veta, Anne L. Martel
Intensity Augmentation to Improve Generalizability of Breast Segmentation Across Different MRI Scan Protocols. IEEE Trans. Biomed. Eng. 68 (3) (2021)
Linde S. Hesse, Ana I. L. Namburete
Improving U-Net Segmentation with Active Contour Based Label Correction. MIUA (2020)
Linde S. Hesse, Pim A. de Jong, Josien P. W. Pluim, Veronika Cheplygina
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning. CoRR (2020)
Linde S. Hesse, Grey Kuling, Mitko Veta, Anne L. Martel
Intensity augmentation for domain transfer of whole breast segmentation in MRI. CoRR (2019)