Joshua J. Levy

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Top Venues

Publications

Zarif L. Azher, Anish Suvarna, Ji-Qing Chen, Ze Zhang, Brock C. Christensen, Lucas A. Salas, Louis J. Vaickus, Joshua J. Levy
Assessment of emerging pretraining strategies in interpretable multimodal deep learning for cancer prognostication. BioData Min. 16 (1) (2023)
Carly A. Bobak, Yifan Zhao, Joshua J. Levy, A. James O'Malley
GRANDPA: GeneRAtive network sampling using degree and property augmentation applied to the analysis of partially confidential healthcare networks. Appl. Netw. Sci. 8 (1) (2023)
Christian Haudenschild, Louis J. Vaickus, Joshua J. Levy
Configuring a federated network of real-world patient health data for multimodal deep learning prediction of health outcomes. SAC (2022)
Zarif L. Azher, Louis J. Vaickus, Lucas A. Salas, Brock C. Christensen, Joshua J. Levy
Development of biologically interpretable multimodal deep learning model for cancer prognosis prediction. SAC (2022)
Ramya Reddy, Ram Reddy, Cyril Sharma, Christopher R. Jackson, Scott Palisoul, Rachael Barney, Fred Kolling, Lucas A. Salas, Brock C. Christensen, Gabriel Brooks, Gregory Tsongalis, Louis J. Vaickus, Joshua J. Levy
Graph Neural Networks Ameliorate Potential Impacts of Imprecise Large-Scale Autonomous Immunofluorescence Labeling of Immune Cells on Whole Slide Images. GeoMedIA (2022)
Joshua J. Levy, Christian Haudenschild, Clark Barwick, Brock C. Christensen, Louis J. Vaickus
Topological Feature Extraction and Visualization of Whole Slide Images using Graph Neural Networks. PSB (2021)
Joshua J. Levy, Rebecca M. Lebeaux, Anne G. Hoen, Brock C. Christensen, Louis J. Vaickus, Todd A. MacKenzie
Longevity Associated Geometry Identified in Satellite Images: Sidewalks, Driveways and Hiking Trails. CoRR (2020)
Joshua J. Levy, Alexander J. Titus, Curtis L. Petersen, Youdinghuan Chen, Lucas A. Salas, Brock C. Christensen
MethylNet: an automated and modular deep learning approach for DNA methylation analysis. BMC Bioinform. 21 (1) (2020)
Joshua J. Levy, Lucas A. Salas, Brock C. Christensen, Aravindhan Sriharan, Louis J. Vaickus
PathFlowAI: A High-Throughput Workflow for Preprocessing, Deep Learning and Interpretation inDigital Pathology. PSB (2020)
Joshua J. Levy, Christopher R. Jackson, Aravindhan Sriharan, Brock C. Christensen, Louis J. Vaickus
Preliminary Evaluation of the Utility of Deep Generative Histopathology Image Translation at a Mid-sized NCI Cancer Center. BIOINFORMATICS (2020)
Joshua J. Levy, Alexander J. Titus, Lucas A. Salas, Brock C. Christensen
PyMethylProcess - convenient high-throughput preprocessing workflow for DNA methylation data. Bioinform. 35 (24) (2019)