Browsing Department of Computer Science and Engineering by Author "Zhu, Dajiang"
Now showing items 1-4 of 4
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DEEP LEARNING FOR PROTEIN PROPERTY AND STRUCTURE PREDICTION
Guo, Yuzhi; 0000-0002-8993-1818 (2022-08-15)I present my work towards solving the fundamental, challenging, and valuable problem for protein property and structure prediction. Specifically, I focus on solving the problem from three critical aspects: (1) designing ... -
Distributed Deep Neural Networks Training For Brain Imaging Applications
Raja, Sudheer; 0000-0002-5446-6661 (2019-12-12)Over the recent years, Deep Neural Networks (DNNs) have surpassed human-level intelligence in recognizing and interpreting complex patterns in data. Ever since the ImageNet competition in 2012, Deep Learning (DL) has become ... -
Machine Learning Methods for Statistical Analysis and Representation Learning on Neuroimaging Data
Yang, Fan; 0000-0002-4974-9560 (2022-05-17)With the recent advance and widespread adoption of imaging technological innovations, clinical practitioner and scientists can easily acquire and store a large amount of various neuroimaging modalities, such as Diffusion ... -
TOWARDS END-TO-END SEMI-SUPERVISED DEEP LEARNING FOR DRUG DISCOVERY
Zhang, Xiaoyu; 0000-0003-4154-9676 (2018-11-26)Observing the recent progress in Deep Learning, the employment of AI is surging to accelerate drug discovery and cut R&D costs in the last few years. However, the success of deep learning is attributed to large-scale clean ...