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ORCIDJoshua J. Levy
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2020 – today
- 2023
[j4]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): 23 (2023)- [j3]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) - 2022
- [c6]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: 15-33 - [c5]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: 627-635 - [c4]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: 636-644 - 2021
- [c3]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 - 2020
- [j2]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): 108 (2020) - [c2]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: 302-311 - [c1]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: 403-414 - [i1]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 abs/2003.08750 (2020)
2010 – 2019
- 2019
- [j1]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): 5379-5381 (2019)
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