A Priori Generalizability Estimate for a CNN

Authors: Balsells, Cito, Riviere, Beatrice, Fuentes, David

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2502.17622

Learning Discontinuous Galerkin Solutions to Elliptic Problems via Small Linear Convolutional Neural Networks

Authors: Celaya, Adrian, Wang, Yimo, Fuentes, David, Riviere, Beatrice

Subject Terms: Computer Science - Machine Learning, Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2502.08783

An Adaptive Collocation Point Strategy For Physics Informed Neural Networks via the QR Discrete Empirical Interpolation Method

Authors: Celaya, Adrian, Fuentes, David, Riviere, Beatrice

Subject Terms: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science, Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2501.07700

Preliminary Unknown Appliance Detection Using Convolutional Variational Auto-Encoders for AAL

Authors: De Diego-Oton, Laura, Fuentes, David, Pizarro, Daniel, Hernandez, Alvaro, Mari, Simone, Nieto, Ruben

Source: 2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS) Omni-layer Intelligent Systems (COINS), 2024 IEEE International Conference on. :1-4 Jul, 2024

Relation: 2024 IEEE International Conference on Omni-layer Intelligent Systems (COINS)

Precision in the Face of Noise -- Lessons from Kahneman, Siboney, and Sunstein for Radiation Oncology

Authors: Wahid, Kareem A., Fuller, Clifton D., Fuentes, David

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2412.02724

Deep Learning-Based Automated Post-Operative Gross Tumor Volume Segmentation in Glioblastoma Patients

Authors: Muthusivarajan, Rajarajeswari, Celaya, Adrian, Farhat, Maguy, Talpur, Wasif, Langshaw, Holly, White, Victoria, Elliott, Andrew, Thrower, Sara, Schellingerhout, Dawid, Fuentes, David, Chung, Caroline

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2409.15177

Two Stage Segmentation of Cervical Tumors using PocketNet

Authors: Twam, Awj, Celaya, Adrian E., Jacobsen, Megan C., Glenn, Rachel, Wei, Peng, Sun, Jia, Klopp, Ann, Venkatesan, Aradhana M., Fuentes, David

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.11456

1D Thermoembolization Model Using CT Imaging Data for Porcine Liver

Authors: Amare, Rohan, Stolley, Danielle, Parrish, Steve, Jacobsen, Megan, Layman, Rick, Santos, Chimamanda, Riviere, Beatrice, Fowlkes, Natalie, Fuentes, David, Cressman, Erik

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2409.06811

MIST: A Simple and Scalable End-To-End 3D Medical Imaging Segmentation Framework

Authors: Celaya, Adrian, Lim, Evan, Glenn, Rachel, Mi, Brayden, Balsells, Alex, Schellingerhout, Dawid, Netherton, Tucker, Chung, Caroline, Riviere, Beatrice, Fuentes, David

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2407.21343

Heterogeneous Image-based Classification Using Distributional Data Analysis

Authors: Reinhardt, Alec, Nikzad, Newsha, Hollis, Raven J., Jacobson, Galia, Roach, Millicent A., Badawy, Mohamed, Park, Peter Chul, Beretta, Laura, Jalal, Prasun K, Fuentes, David T., Koay, Eugene J., Kundu, Suprateek

Subject Terms: Statistics - Applications, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2403.07126

Solutions to Elliptic and Parabolic Problems via Finite Difference Based Unsupervised Small Linear Convolutional Neural Networks

Authors: Celaya, Adrian, Kirk, Keegan, Fuentes, David, Riviere, Beatrice

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Mathematics - Numerical Analysis

Access URL: http://arxiv.org/abs/2311.00259

Evolving Horizons in Radiotherapy Auto-Contouring: Distilling Insights, Embracing Data-Centric Frameworks, and Moving Beyond Geometric Quantification

Authors: Wahid, Kareem A., Cardenas, Carlos E., Marquez, Barbara, Netherton, Tucker J., Kann, Benjamin H., Court, Laurence E., He, Renjie, Naser, Mohamed A., Moreno, Amy C., Fuller, Clifton D., Fuentes, David

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2310.10867

Enhancement Pattern Mapping for Detection of Hepatocellular Carcinoma in Patients with Cirrhosis

Authors: Nikzad, Newsha, Fuentes, David Thomas, Roach, Millicent, Chowdhury, Tasadduk, Cagley, Matthew, Badawy, Mohamed, Elkhesen, Ahmed, Hassan, Manal, Elsayes, Khaled, Beretta, Laura, Koay, Eugene Jon, Jalal, Prasun Kumar

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2309.03980

Distributed Conditional GAN (discGAN) For Synthetic Healthcare Data Generation

Authors: Fuentes, David, McSpadden, Diana, Adewole, Sodiq

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2304.04290

FMG-Net and W-Net: Multigrid Inspired Deep Learning Architectures For Medical Imaging Segmentation

Authors: Celaya, Adrian, Riviere, Beatrice, Fuentes, David

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2304.02725

Factors Affecting Online Learning during the COVID-19 Pandemic: The Lived Experiences of Parents, Teachers, and Administrators in U.S. High-Needs K-12 Schools

Authors: An, Heejung, Mongillo, Geraldine, Sung, Woonhee, Fuentes, David

Source: Journal of Online Learning Research. 2022 8(2):203-234.

Peer Reviewed: Y

Page Count: 32

Descriptors: Elementary Secondary Education, Parents, Teachers, Administrators, Experience, Electronic Learning, Distance Education, COVID-19, Pandemics, Disadvantaged Schools, Access to Computers, Usability, Educational Technology, Wellness, Social Support Groups, Peer Relationship, Family Environment

Geographic Terms: Louisiana, Maryland, California, New Jersey

A Generalized Surface Loss for Reducing the Hausdorff Distance in Medical Imaging Segmentation

Authors: Celaya, Adrian, Riviere, Beatrice, Fuentes, David

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2302.03868

Resection cavity auto-contouring for patients with pediatric medulloblastoma using only CT information

Authors: Hernandez, Soleil, Nguyen, Callistus, Gay, Skylar, Duryea, Jack, Howell, Rebecca, Fuentes, David, Parkes, Jeannette, Burger, Hester, Cardenas, Carlos, Paulino, Arnold C., Pollard-Larkin, Julianne, Court, Laurence

Source: Journal of Applied Clinical Medical Physics 2022

Subject Terms: Physics - Medical Physics

Access URL: http://arxiv.org/abs/2212.09564

Septin assemblies promote the lipid organization of membranes

Authors: El Alaoui, Fatima ¹, Al-Akiki, Isabelle ¹, Ibanes, Sandy ², Lyonnais, Sébastien ³, Sanchez-Fuentes, David ⁴, Desgarceaux, Rudy ⁴, Cazevieille, Chantal ⁵, Blanchard, Marie-Pierre ⁶, Parmeggiani, Andrea ⁷, Carretero-Genevrier, Adrian ⁴, Piatti, Simonetta ², Picas, Laura ^{1, 8, ∗}

Source: In Structure 6 March 2025 33(3):451-464

Evolution and effect of meeting abstracts in JCR journals

Authors: Melero-Fuentes, David ^a, Aguilar-Moya, Remedios ^{b, ⁎}, Valderrama-Zurián, Juan-Carlos ^c, Gorraiz, Juan ^d

Source: In Journal of Informetrics February 2025 19(1)