David Fuentes

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 15

Top Topics

Treatment Planning

Gaussian Process

Top Venues

IEEE Trans. Biomed. Eng.

Artif. Intell. Medicine

BrainLes@MICCAI (2)

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, Beatrice Riviere, David Fuentes
FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation. CoRR (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, 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)
Kai Huang, Prajnan Das, Adenike M. Olanrewaju, Carlos E. Cardenas S., David Fuentes, Lifei Joy Zhang, Donald Hancock, Hannah Simonds, Dong Joo Rhee, Sam Beddar, Tina Marie Briere, Laurence E. Court
Automation of Radiation Treatment Planning for Rectal Cancer. 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)
Joseph D. Butner, David Fuentes, Bulent Ozpolat, George A. Calin, Xiaobo Zhou, John S. Lowengrub, Vittorio Cristini, Zhihui Wang
Corrections to "A multiscale Agent-Based Model of Ductal Carcinoma in Situ". IEEE Trans. Biomed. Eng. 68 (2) (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)
Rajarajeswari Muthusivarajan, William J. Allen, Ashok D. Pehere, Konstantin V. Sokolov, David Fuentes
Role of alkylated residues in the tetrapeptide self-assembly - A molecular dynamics study. J. Comput. Chem. 41 (31) (2020)
Joseph D. Butner, David Fuentes, Bulent Ozpolat, George A. Calin, Xiaobo Zhou, John S. Lowengrub, Vittorio Cristini, Zhihui Wang
A Multiscale Agent-Based Model of Ductal Carcinoma In Situ. IEEE Trans. Biomed. Eng. 67 (5) (2020)
Jonas A. Actor, Béatrice Rivière, David Fuentes
Efficient and Robust CT Image Segmentation with a Level Set Network. AMIA (2019)
Evan Gates, J. Gregory Pauloski, Dawid Schellingerhout, David Fuentes
Glioma Segmentation and a Simple Accurate Model for Overall Survival Prediction. BrainLes@MICCAI (2) (2018)
Lynn Bi, Javad Sovizi, Kelsey Mathieu, Wolfgang Stefan, Sara L. Thrower, John D. Hazle, David Fuentes
Bayesian inference and model selection for physiologically-based pharmacokinetic modeling of superparamagnetic iron oxide nanoparticles. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2018)
Javad Sovizi, Kelsey B. Mathieu, Sara L. Thrower, Wolfgang Stefan, John D. Hazle, David Fuentes
Gaussian process classification of superparamagnetic relaxometry data: Phantom study. Artif. Intell. Medicine 82 (2017)
David Fuentes, J. Yung, John D. Hazle, Jeffrey S. Weinberg, R. Jason Stafford
Kalman Filtered MR Temperature Imaging for Laser Induced Thermal Therapies. IEEE Trans. Medical Imaging 31 (4) (2012)
Yusheng Feng, David Fuentes
Real-Time Predictive Surgical Control for Cancer Treatment Using Laser Ablation [Life Science]. IEEE Signal Process. Mag. 28 (3) (2011)
David Fuentes, Yusheng Feng, Andrew Elliott, Anil Shetty, R. Jason McNichols, J. Tinsley Oden, R. Jason Stafford
Adaptive Real-Time Bioheat Transfer Models for Computer-Driven MR-Guided Laser Induced Thermal Therapy. IEEE Trans. Biomed. Eng. 57 (5) (2010)
Yusheng Feng, David Fuentes, Andrea Hawkins, Jon Bass, Marissa Nichole Rylander, Andrew Elliott, Anil Shetty, R. Jason Stafford, J. Tinsley Oden
Nanoshell-mediated laser surgery simulation for prostate cancer treatment. Eng. Comput. 25 (1) (2009)
Yusheng Feng, David Fuentes, Andrea Hawkins, J. Tinsley Oden
MRTI-Based Optimization and Real-Time Laser Surgical Control for Cancer Treatment Using Fast Inverse Analysis Techniques. BMEI (2) (2008)
Chandrajit L. Bajaj, J. Tinsley Oden, Kenneth R. Diller, James C. Browne, John D. Hazle, Ivo Babuska, Jon Bass, L. Bidaut, Leszek F. Demkowicz, Andrew Elliott, Yusheng Feng, David Fuentes, Boseob Kwon, Serge Prudhomme, R. Jason Stafford, Yongjie Zhang
Using Cyber-Infrastructure for Dynamic Data Driven Laser Treatment of Cancer. International Conference on Computational Science (1) (2007)
J. Tinsley Oden, Kenneth R. Diller, Chandrajit L. Bajaj, James C. Browne, John D. Hazle, Ivo Babuska, Jon Bass, Leszek F. Demkowicz, Yusheng Feng, David Fuentes, Serge Prudhomme, Marissa Nichole Rylander, R. Jason Stafford, Yongjie Zhang
Development of a Computational Paradigm for Laser Treatment of Cancer. International Conference on Computational Science (3) (2006)