Adrian Celaya

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Hausdorff Distance

Anatomical Structures

Image Quality Metrics

Top Venues

IEEE Trans. Medical Imaging

IEEE Trans. Geosci. Remote. Sens.

Publications

Adrian Celaya, Evan Lim, Rachel Glenn, Brayden Mi, Alex Balsells, Tucker Netherton, Caroline Chung, Beatrice Riviere, David Fuentes
MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework. CoRR (2024)
Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo
Plumes via Physics Informed Neural Networks. PP (2024)
Adrian Celaya, Beatrice Riviere, David Fuentes
FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation. CoRR (2023)
Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo, Antony Price
Plumes via Deep Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Adrian Celaya, Alejandro Diaz, Alex Balsells, Beatrice Riviere, David Fuentes
A Weighted Normalized Boundary Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation. CoRR (2023)
Adrian Celaya, Keegan L. A. Kirk, David Fuentes, Beatrice Riviere
Solutions to Elliptic and Parabolic Problems via Finite Difference Based Unsupervised Small Linear Convolutional Neural Networks. CoRR (2023)
Adrian Celaya, Mauricio Araya-Polo
Plumes via Deep Learning. CoRR (2023)
Adrian Celaya, Jonas A. Actor, Rajarajesawari Muthusivarajan, Evan Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes
PocketNet: A Smaller Neural Network for Medical Image Analysis. IEEE Trans. Medical Imaging 42 (4) (2023)
Adrian Celaya, Bertrand Denel, Yen Sun, Mauricio Araya-Polo, Antony Price
Plumes via Deep Learning. CoRR (2022)
Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan Gates, Caroline Chung, Dawid Schellingerhout, Béatrice Rivière, David Fuentes
PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation. CoRR (2021)
Rajarajeswari Muthusivarajan, Adrian Celaya, Joshua P. Yung, Satish Viswanath, Daniel S. Marcus, Caroline Chung, David Fuentes
Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy. CoRR (2021)