Nicola K. Dinsdale

1. FedHarmony: Unlearning Scanner Bias with Distributed Data
   2022/05/31 by Nicola K. Dinsdale, Dinsdale, Nicola K, Mark Jenkinson +3 · 2 citations
   Engineering · Medicine · #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
2. Challenges for machine learning in clinical translation of big data imaging studies
   2021/07/07 by Nicola K. Dinsdale, Dinsdale, Nicola K, Emma Bluemke +9 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence in Healthcare and Education #Cell Image Analysis Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. TEDS-Net: Enforcing Diffeomorphisms in Spatial Transformers to Guarantee\n Topology Preservation in Segmentations
   2021/07/28 by Madeleine K. Wyburd, Nicola K. Dinsdale, Wyburd, Madeleine K. +5 · 1 citation
   Computer Science · Medicine · #Medical Image Segmentation Techniques #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging
4. Geometric Transformation Uncertainty for Improving 3D Fetal Brain Pose Prediction from Freehand 2D Ultrasound Videos
   2024/05/21 by Jayroop Ramesh, Nicola K. Dinsdale, Ramesh, Jayroop +7 · 1 citation
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Fetal and Pediatric Neurological Disorders #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neonatal and fetal brain pathology #electronic engineering #information engineering
5. Automated quality assessment using appearance-based simulations and hippocampus segmentation on low-field paediatric brain MR images
   2024/10/08 by Vaanathi Sundaresan, Sundaresan, Vaanathi, Nicola K. Dinsdale +1 · 1 citation
   Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
6. Exploring Test Time Adaptation for Subcortical Segmentation of the Fetal Brain in 3D Ultrasound
   2025/02/12 by Joshua Omolegan, Pak Hei Yeung, Omolegan, Joshua +13 · 1 citation
   Computer Science · Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders #Machine Learning (cs.LG) #Medical Imaging and Analysis