Search Results - "CHOI, HYUN‐SOO"

The message passing neural networks for chemical property prediction on SMILES by Jo, Jeonghee, Kwak, Bumju, Choi, Hyun-Soo, Yoon, Sungroh

“…•This is the first study on applying the message passing algorithm to learning chemical properties directly from SMILES strings.•We identified the optimal…”
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Special Issue on FinTech and Related Issue by Choi, Hyun‐Soo

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Clogged Intermediation: Were Home Buyers Crowded Out? by CHOI, DONG BEOM, CHOI, HYUN‐SOO, KIM, JUNG‐EUN

“…Postcrisis policy interventions significantly increased the demand for mortgage refinancing, but there is an unexplored possibility that the surge in…”
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Biometric Authentication Using Noisy Electrocardiograms Acquired by Mobile Sensors by Choi, Hyun-Soo, Lee, Byunghan, Yoon, Sungroh

“…Electrocardiogram (ECG) signals from mobile sensors are expected to increase the availability of authentication in the emerging wearable device industry…”
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Explicit Feature Interaction-Aware Graph Neural Network by Kim, Minkyu, Choi, Hyun-Soo, Kim, Jinho

“…Graph neural networks (GNNs) are powerful tools for handling graph-structured data. However, their design often limits them to learning only higher-order…”
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Arginase‐2, a miR‐1299 target, enhances pigmentation in melasma by reducing melanosome degradation via senescence‐induced autophagy inhibition by Kim, Nan‐Hyung, Choi, Soo‐Hyun, Yi, Nayoung, Lee, Tae Ryong, Lee, Ai‐Young

“…Summary Expression profiles revealed miR‐1299 downregulation concomitant with arginase‐2 (ARG2) upregulation in hyperpigmented skin of melasma patients…”
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Pre-Training of Deep Bidirectional Protein Sequence Representations With Structural Information by Min, Seonwoo, Park, Seunghyun, Kim, Siwon, Choi, Hyun-Soo, Lee, Byunghan, Yoon, Sungroh

“…Bridging the exponentially growing gap between the numbers of unlabeled and labeled protein sequences, several studies adopted semi-supervised learning for…”
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Computer Aided Facial Bone Fracture Diagnosis (CA-FBFD) System Based on Object Detection Model by Moon, Gwiseong, Kim, Seola, Kim, Woojin, Kim, Yoon, Jeong, Yeonjin, Choi, Hyun-Soo

“…Facial bone fractures must be diagnosed and treated as early as possible to avoid complications and sequelae. CT images need to be analyzed to detect…”
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Altered attentional control over the salience network in complex regional pain syndrome by Kim, Jungyoon, Kang, Ilhyang, Chung, Yong-An, Kim, Tae-Suk, Namgung, Eun, Lee, Suji, Oh, Jin Kyoung, Jeong, Hyeonseok S., Cho, Hanbyul, Kim, Myeong Ju, Kim, Tammy D., Choi, Soo Hyun, Lim, Soo Mee, Lyoo, In Kyoon, Yoon, Sujung

“…The degree and salience of pain have been known to be constantly monitored and modulated by the brain. In the case of maladaptive neural responses as reported…”
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Shared Knowledge-based Contrastive Federated Learning for Partial Discharge Diagnosis In Gas-insulated Switchgear by Tuyet-Doan, Vo-Nguyen, Youn, Young-Woo, Choi, Hyun-Soo, Kim, Yong-Hwa

“…Recently, deep neural networks have shown remarkable success in fault diagnosis in power systems using partial discharges (PDs), thereby enhancing grid asset…”
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Early Prediction of Mortality for Septic Patients Visiting Emergency Room Based on Explainable Machine Learning: A Real-World Multicenter Study by Park, Sang Won, Yeo, Na Young, Kang, Seonguk, Ha, Taejun, Kim, Tae-Hoon, Lee, DooHee, Kim, Dowon, Choi, Seheon, Kim, Minkyu, Lee, DongHoon, Kim, DoHyeon, Kim, Woo Jin, Lee, Seung-Joon, Heo, Yeon-Jeong, Moon, Da Hye, Han, Seon-Sook, Kim, Yoon, Choi, Hyun-Soo, Oh, Dong Kyu, Lee, Su Yeon, Park, MiHyeon, Lim, Chae-Man, Heo, Jeongwon

“…Worldwide, sepsis is the leading cause of death in hospitals. If mortality rates in patients with sepsis can be predicted early, medical resources can be…”
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Multi-View Computed Tomography Network for Osteoporosis Classification by Hwang, Dong Hwan, Ha, Tae Jun, Kim, Yoon, Kim, Woo Jin, Bak, So Hyeon, Choi, Hyun-Soo

“…Osteoporosis is a skeletal disease that is difficult to identify in advance of symptoms. Existing skeletal disease screening methods, such as dual-energy X-ray…”
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PME: pruning-based multi-size embedding for recommender systems by Liu, Zirui, Song, Qingquan, Li, Li, Choi, Soo-Hyun, Chen, Rui, Hu, Xia

“…Embedding is widely used in recommendation models to learn feature representations. However, the traditional embedding technique that assigns a fixed size to…”
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A Deep Learning-Based Approach for Prediction of Vancomycin Treatment Monitoring: Retrospective Study Among Patients With Critical Illness by Kim, Dohyun, Choi, Hyun-Soo, Lee, DongHoon, Kim, Minkyu, Kim, Yoon, Han, Seon-Sook, Heo, Yeonjeong, Park, Ju-Hee, Park, Jinkyeong

“…Vancomycin pharmacokinetics are highly variable in patients with critical illnesses, and clinicians commonly use population pharmacokinetic (PPK) models based…”
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Deep learning based low-cost high-accuracy diagnostic framework for dementia using comprehensive neuropsychological assessment profiles by Choi, Hyun-Soo, Choe, Jin Yeong, Kim, Hanjoo, Han, Ji Won, Chi, Yeon Kyung, Kim, Kayoung, Hong, Jongwoo, Kim, Taehyun, Kim, Tae Hui, Yoon, Sungroh, Kim, Ki Woong

“…The conventional scores of the neuropsychological batteries are not fully optimized for diagnosing dementia despite their variety and abundance of information…”
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Selective chemical separation of carbondioxide by ether functionalized imidazolium cation based ionic liquids by Sharma, Pankaj, Choi, Soo-Hyun, Park, Sang-Do, Baek, Il-Hyun, Lee, Gil-Sun

“…[Display omitted] ► Synthesis of ether functionalized imidazolium cation-based [C2Omim][X] ILs. ► Investigation of CO2 absorption capacity at 30 and 50°C at…”
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ConBERT: A Concatenation of Bidirectional Transformers for Standardization of Operative Reports from Electronic Medical Records by Park, Sangjee, Bong, Jun-Woo, Park, Inseo, Lee, Hwamin, Choi, Jiyoun, Park, Pyoungjae, Kim, Yoon, Choi, Hyun-Soo, Kang, Sanghee

“…This operative report documents the details of a surgery. Standardization of the medical terminology for the operative report written in free text is…”
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Relative Quantification of Glycans by Metabolic Isotope Labeling with Isotope Glucose in Aspergillus niger by Soo-Hyun Choi, Ye-Eun Cho, Do-Hyun Kim, Jin-il Kim, Jihee Yun, Jae-Yoon Jo, Jae-Min Lim

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Pediatric Sleep Stage Classification Using Multi-Domain Hybrid Neural Networks by Jeon, Yonghoon, Kim, Siwon, Choi, Hyun-Soo, Chung, Yoon Gi, Choi, Sun Ah, Kim, Hunmin, Yoon, Sungroh, Hwang, Hee, Kim, Ki Joong

“…Sleep staging is an important part of clinical neurology. However, it is still performed manually by technical experts and is labor-intensive and…”
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Predicting progression to dementia with “comprehensive visual rating scale” and machine learning algorithms by Park, Chaeyoon, Jang, Jae-Won, Joo, Gihun, Kim, Yeshin, Kim, Seongheon, Byeon, Gihwan, Park, Sang Won, Kasani, Payam Hosseinzadeh, Yum, Sujin, Pyun, Jung-Min, Park, Young Ho, Lim, Jae-Sung, Youn, Young Chul, Choi, Hyun-Soo, Park, Chihyun, Im, Hyeonseung, Kim, SangYun

“…Background and ObjectiveIdentifying biomarkers for predicting progression to dementia in patients with mild cognitive impairment (MCI) is crucial. To this end,…”
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