David Thomas Fuentes

Associate Professor, MD Anderson

Joined

July 2019

Names

David Thomas Fuentes

,

David Fuentes

Emails

****@mdanderson.org (Confirmed)

Personal Links

Career & Education History

Associate Professor

MD Anderson (mdanderson.org)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisee

Adrian Celaya

2020 – Present

Expertise

image segmentation

Present

Publications

PocketNet: A Smaller Neural Network for Medical Image Analysis
Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes
- Published: 01 Jan 2023, Last Modified: 03 May 2023
- IEEE Trans. Medical Imaging 2023
- Readers: Everyone
A Weighted Normalized Boundary Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation
Adrian Celaya, Alejandro Diaz, Alex Balsells, Beatrice Riviere, David Fuentes
- Published: 01 Jan 2023, Last Modified: 03 May 2023
- CoRR 2023
- Readers: Everyone
FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation
Adrian Celaya, Beatrice Riviere, David Fuentes
- Published: 01 Jan 2023, Last Modified: 03 May 2023
- CoRR 2023
- Readers: Everyone
Automation of Radiation Treatment Planning for Rectal Cancer
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
- Published: 01 Jan 2022, Last Modified: 05 May 2023
- CoRR 2022
- Readers: Everyone
Mutual-Information Based Optimal Experimental Design for Hyperpolarized 13C-Pyruvate MRI
Prashant K. Jha, Christopher Walker, Drew Mitchell, J. Tinsley Oden, Dawid Schellingerhout, James A. Bankson, David T. Fuentes
- Published: 01 Jan 2022, Last Modified: 05 May 2023
- CoRR 2022
- Readers: Everyone
PocketNet: A Smaller Neural Network for 3D Medical Image Segmentation
Adrian Celaya, Jonas A. Actor, Rajarajeswari Muthusivarajan, Evan Gates, Caroline Chung, Dawid Schellingerhout, Beatrice Riviere, David Fuentes
- Published: 01 Jan 2021, Last Modified: 03 May 2023
- CoRR 2021
- Readers: Everyone
Correlation between image quality metrics of magnetic resonance images and the neural network segmentation accuracy
Rajarajeswari Muthusivarajan, Adrian Celaya, Joshua P. Yung, Satish Viswanath, Daniel S. Marcus, Caroline Chung, David Fuentes
- Published: 01 Jan 2021, Last Modified: 03 May 2023
- CoRR 2021
- Readers: Everyone
Corrections to "A multiscale Agent-Based Model of Ductal Carcinoma in Situ"
Joseph D. Butner, David Fuentes, Bulent Ozpolat, George A. Calin, Xiaobo Zhou, John S. Lowengrub, Vittorio Cristini, Zhihui Wang
- Published: 01 Jan 2021, Last Modified: 05 May 2023
- IEEE Trans. Biomed. Eng. 2021
- Readers: Everyone
Role of alkylated residues in the tetrapeptide self-assembly - A molecular dynamics study
Rajarajeswari Muthusivarajan, William J. Allen, Ashok D. Pehere, Konstantin V. Sokolov, David Fuentes
- Published: 01 Jan 2020, Last Modified: 05 May 2023
- J. Comput. Chem. 2020
- Readers: Everyone
A Multiscale Agent-Based Model of Ductal Carcinoma In Situ
Joseph D. Butner, David Fuentes, Bulent Ozpolat, George A. Calin, Xiaobo Zhou, John S. Lowengrub, Vittorio Cristini, Zhihui Wang
- Published: 01 Jan 2020, Last Modified: 05 May 2023
- IEEE Trans. Biomed. Eng. 2020
- Readers: Everyone

View all 23 publications

Co-Authors

View all 68 co-authors