Search Results - "Moon, Sehwan"
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Toward a low-cost high-voltage sodium aqueous rechargeable battery
Published in Materials today (Kidlington, England) (01-10-2019)“…[Display omitted] Recent discovery of high-concentration electrolyte systems has opened a new avenue toward the high-voltage, safe, and low-cost aqueous…”
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SDGCCA: Supervised Deep Generalized Canonical Correlation Analysis for Multi-Omics Integration
Published in Journal of computational biology (01-08-2022)“…Integration of multi-omics data provides opportunities for revealing biological mechanisms related to certain phenotypes. We propose a novel method of…”
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Prediction of anti-vascular endothelial growth factor agent-specific treatment outcomes in neovascular age-related macular degeneration using a generative adversarial network
Published in Scientific reports (06-04-2023)“…To develop an artificial intelligence (AI) model that predicts anti-vascular endothelial growth factor (VEGF) agent-specific anatomical treatment outcomes in…”
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High-efficiency and high-power rechargeable lithium–sulfur dioxide batteries exploiting conventional carbonate-based electrolytes
Published in Nature communications (11-05-2017)“…Shedding new light on conventional batteries sometimes inspires a chemistry adoptable for rechargeable batteries. Recently, the primary lithium-sulfur dioxide…”
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MOMA: a multi-task attention learning algorithm for multi-omics data interpretation and classification
Published in Bioinformatics (12-04-2022)“…Abstract Motivation Accurate diagnostic classification and biological interpretation are important in biology and medicine, which are data-rich sciences. Thus,…”
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Deposition and Stripping Behavior of Lithium Metal in Electrochemical System: Continuum Mechanics Study
Published in Chemistry of materials (09-10-2018)“…Metallic lithium (Li) is a promising anode candidate for high-energy-density rechargeable batteries because of its low redox potential and high theoretical…”
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JDSNMF: Joint Deep Semi-Non-Negative Matrix Factorization for Learning Integrative Representation of Molecular Signals in Alzheimer’s Disease
Published in Journal of personalized medicine (21-07-2021)“…High dimensional multi-omics data integration can enhance our understanding of the complex biological interactions in human diseases. However, most studies…”
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Simple and Effective Gas-Phase Doping for Lithium Metal Protection in Lithium Metal Batteries
Published in Chemistry of materials (14-11-2017)“…Increasing demands for advanced lithium batteries with higher energy density have resurrected the use of lithium metal as an anode, whose practical…”
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A Biodegradable Secondary Battery and its Biodegradation Mechanism for Eco‐Friendly Energy‐Storage Systems
Published in Advanced materials (Weinheim) (01-03-2021)“…The production of rechargeable batteries is rapidly expanding, and there are going to be new challenges in the near future about how the potential…”
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Deep Metric Loss for Multimodal Learning
Published 21-08-2023“…Multimodal learning often outperforms its unimodal counterparts by exploiting unimodal contributions and cross-modal interactions. However, focusing only on…”
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SDGCCA: Supervised Deep Generalized Canonical Correlation Analysis for Multi-omics Integration
Published 17-04-2022“…Integration of multi-omics data provides opportunities for revealing biological mechanisms related to certain phenotypes. We propose a novel method of…”
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Challenge in Classification of Depressive Symptoms Using Actigraphy Data
Published in 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (05-12-2023)“…Monitoring human behavior through wearable devices has potential in psychiatry. Among them, actigraphy data has been used to classify depression and detect…”
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