Daniol, Mateusz

1. Automatic Cranial Defect Reconstruction with Self-Supervised Deep Deformable Masked Autoencoders
   2024/04/19 by Wodzinski, Marek, Hemmerling, Daria, Daniol, Mateusz · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
2. Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation
   2024/10/17 by Kamil Kwarciak, Kwarciak, Kamil, Mateusz Danioł +5 · 1 citation
   Computer Science · Engineering · 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 and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models
   2024/06/10 by Marek Wodziński, Kamil Kwarciak, Wodzinski, Marek +5 · 1 citation
   Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis