Derek Jones
Orcid: 0000-0002-9510-6662
According to our database1,
Derek Jones
authored at least 19 papers
between 2004 and 2023.
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Bibliography
2023
Clustering Protein Binding Pockets and Identifying Potential Drug Interactions: A Novel Ligand-Based Featurization Method.
J. Chem. Inf. Model., November, 2023
HD-Bind: Encoding of Molecular Structure with Low Precision, Hyperdimensional Binary Representations.
CoRR, 2023
2022
From Digital Divide to Digital Discovery: Re-thinking Online Learning and Interactions in Marginalized Communities.
Proceedings of the Innovation Practices for Digital Transformation in the Global South, 2022
2021
Improved Protein-Ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference.
J. Chem. Inf. Model., 2021
Enabling rapid COVID-19 small molecule drug design through scalable deep learning of generative models.
Int. J. High Perform. Comput. Appl., 2021
High-throughput virtual screening of small molecule inhibitors for SARS-CoV-2 protein targets with deep fusion models.
Proceedings of the International Conference for High Performance Computing, 2021
2020
J. Chem. Inf. Model., 2020
Predicting Small Molecule Transfer Free Energies by Combining Molecular Dynamics Simulations and Deep Learning.
J. Chem. Inf. Model., 2020
Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference.
CoRR, 2020
2019
Proceedings of the Reproducibility in Machine Learning, 2019
2018
Quantifying the association between white matter integrity changes and subconcussive head impact exposure from a single season of youth and high school football using 3D convolutional neural networks.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Single season changes in resting state network power and the connectivity between regions distinguish head impact exposure level in high school and youth football players.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
2017
Changes in resting state MRI networks from a single season of football distinguishes controls, low, and high head impact exposure.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
2015
2014
Philosophy in the Age of Information: A Symposium on Luciano Floridi's The Philosophy of Information.
Minds Mach., 2014
2013
Int. J. 3 D Inf. Model., 2013
The use of the Sensecam to explore daily functioning of older adults with chronic pain.
Proceedings of the International SenseCam & Pervasive Imaging Conference 2013, 2013
2012
2004
A Closed-Form Method for Improving Inter-Subject Coherence in Diffusion Tensor Magnetic Resonance Imaging.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004