Search Results - "Kim, Tae‐Seong"

A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification by Al-antari, Mugahed A., Al-masni, Mohammed A., Choi, Mun-Taek, Han, Seung-Moo, Kim, Tae-Seong

“…[Display omitted] •A Fully integrated Computer-Aided Diagnosis (CAD) system based on deep learning is presented.•Deep model based YOLO is adopted to accurately…”
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Simultaneous detection and classification of breast masses in digital mammograms via a deep learning YOLO-based CAD system by Al-masni, Mohammed A., Al-antari, Mugahed A., Park, Jeong-Min, Gi, Geon, Kim, Tae-Yeon, Rivera, Patricio, Valarezo, Edwin, Choi, Mun-Taek, Han, Seung-Moo, Kim, Tae-Seong

“…•A novel computer-aided diagnosis system based on deep learning techniques is proposed.•The proposed YOLO-based CAD system simultaneously handles both…”
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Accelerating 3D Convolutional Neural Network with Channel Bottleneck Module for EEG-Based Emotion Recognition by Kim, Sungkyu, Kim, Tae-Seong, Lee, Won Hee

“…Deep learning-based emotion recognition using EEG has received increasing attention in recent years. The existing studies on emotion recognition show great…”
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Development and validation of a deep learning model to diagnose COVID‐19 using time‐series heart rate values before the onset of symptoms by Chung, Heewon, Ko, Hoon, Lee, Hooseok, Yon, Dong Keon, Lee, Won Hee, Kim, Tae‐Seong, Kim, Kyung Won, Lee, Jinseok

“…One of the effective ways to minimize the spread of COVID‐19 infection is to diagnose it as early as possible before the onset of symptoms. In addition, if the…”
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A Triaxial Accelerometer-Based Physical-Activity Recognition via Augmented-Signal Features and a Hierarchical Recognizer by Khan, A M, Young-Koo Lee, Lee, S Y, Tae-Seong Kim

“…Physical-activity recognition via wearable sensors can provide valuable information regarding an individual's degree of functional ability and lifestyle. In…”
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Human Activity Prediction Based on Forecasted IMU Activity Signals by Sequence-to-Sequence Deep Neural Networks by Jaramillo, Ismael Espinoza, Chola, Channabasava, Jeong, Jin-Gyun, Oh, Ji-Heon, Jung, Hwanseok, Lee, Jin-Hyuk, Lee, Won Hee, Kim, Tae-Seong

“…Human Activity Recognition (HAR) has gained significant attention due to its broad range of applications, such as healthcare, industrial work safety, activity…”
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Real-Time Human Activity Recognition with IMU and Encoder Sensors in Wearable Exoskeleton Robot via Deep Learning Networks by Jaramillo, Ismael Espinoza, Jeong, Jin Gyun, Lopez, Patricio Rivera, Lee, Choong-Ho, Kang, Do-Yeon, Ha, Tae-Jun, Oh, Ji-Heon, Jung, Hwanseok, Lee, Jin Hyuk, Lee, Won Hee, Kim, Tae-Seong

“…Wearable exoskeleton robots have become a promising technology for supporting human motions in multiple tasks. Activity recognition in real-time provides…”
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Hand Gesture Recognition Using Single Patchable Six-Axis Inertial Measurement Unit via Recurrent Neural Networks by Valarezo Añazco, Edwin, Han, Seung Ju, Kim, Kangil, Lopez, Patricio Rivera, Kim, Tae-Seong, Lee, Sangmin

“…Recording human gestures from a wearable sensor produces valuable information to implement control gestures or in healthcare services. The wearable sensor is…”
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Object Manipulation with an Anthropomorphic Robotic Hand via Deep Reinforcement Learning with a Synergy Space of Natural Hand Poses by Rivera, Patricio, Valarezo Añazco, Edwin, Kim, Tae-Seong

“…Anthropomorphic robotic hands are designed to attain dexterous movements and flexibility much like human hands. Achieving human-like object manipulation…”
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Influence of anisotropic conductivity in the skull and white matter on transcranial direct current stimulation via an anatomically realistic finite element head model by Suh, Hyun Sang, Lee, Won Hee, Kim, Tae-Seong

“…To establish safe and efficient transcranial direct current stimulation (tDCS), it is of particular importance to understand the electrical effects of tDCS in…”
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Human Activity Recognition via Recognized Body Parts of Human Depth Silhouettes for Residents Monitoring Services at Smart Home by Jalal, Ahmad, Sarif, Naeha, Kim, Jeong Tai, Kim, Tae-Seong

“…Human activity recognition (HAR) is an emerging methodology essential for smart homes with practical applications such as personal lifecare and healthcare…”
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An Automatic Computer-Aided Diagnosis System for Breast Cancer in Digital Mammograms via Deep Belief Network by Al-antari, Mugahed A., Al-masni, Mohammed A., Park, Sung-Un, Park, JunHyeok, Metwally, Mohamed K., Kadah, Yasser M., Han, Seung-Moo, Kim, Tae-Seong

“…Computer-aided diagnosis (CAD) offers assistance to radiologists in the interpretation of medical images. A CAD system learns the nature of different tissues…”
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On the Relationship of Cryptocurrency Price with US Stock and Gold Price Using Copula Models by Kim, Jong-Min, Kim, Seong-Tae, Kim, Sangjin

“…This paper examines the relationship of the leading financial assets, Bitcoin, Gold, and S&P 500 with GARCH-Dynamic Conditional Correlation (DCC), Nonlinear…”
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SIK2 is critical in the regulation of lipid homeostasis and adipogenesis in vivo by Park, Jinyoung, Yoon, Young-Sil, Han, Hye-Sook, Kim, Yong-Hoon, Ogawa, Yoshihiro, Park, Keun-Gyu, Lee, Chul-Ho, Kim, Seong-Tae, Koo, Seung-Hoi

“…Cyclic AMP promotes chronic expression of target genes mainly by protein kinase A-dependent activation of CREB transcription factor machineries in the…”
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Demagnetization analysis of outer-rotor-type BLDC motors considering permanent magnet overhang structure by Kim, Tae-Seong, Shin, Hyo-Seob, Yang, Jun-Won, Kim, Yong-Joo, Shin, Kyung-Hun, Choi, Jang-Young

“…This paper presents an analysis of demagnetization of an outer rotor type brushless DC (BLDC) motor with a permanent magnet (PM) overhang structure. The…”
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Two Molecularly Distinct G2/M Checkpoints Are Induced by Ionizing Irradiation by Xu, Bo, Kim, Seong-Tae, Lim, Dae-Sik, Kastan, Michael B.

“…Article Usage Stats Services MCB Citing Articles Google Scholar PubMed Related Content Social Bookmarking CiteULike Delicious Digg Facebook Google+ Mendeley…”
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Modulation of lysine methylation in myocyte enhancer factor 2 during skeletal muscle cell differentiation by Choi, Jinmi, Jang, Hyonchol, Kim, Hyunsoo, Lee, Jong-Hyuk, Kim, Seong-Tae, Cho, Eun-Jung, Youn, Hong-Duk

“…Myocyte enhancer factor 2 (MEF2) is a family of transcription factors that regulates many processes, including muscle differentiation. Due to its many target…”
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Visualizing the food landscape of Durham, North Carolina by Graves, Joseph L., Templeton, Gizem, Davis, Lauren, Kim, Seong‐Tae

“…In partnership with community leaders of Durham, North Carolina, the Duke World Food Policy Center is creating a Durham Food Justice Plan (DFJP) for…”
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BCNet: A Deep Learning Computer-Aided Diagnosis Framework for Human Peripheral Blood Cell Identification by Chola, Channabasava, Muaad, Abdullah Y, Bin Heyat, Md Belal, Benifa, J V Bibal, Naji, Wadeea R, Hemachandran, K, Mahmoud, Noha F, Samee, Nagwan Abdel, Al-Antari, Mugahed A, Kadah, Yasser M, Kim, Tae-Seong

“…Blood cells carry important information that can be used to represent a person's current state of health. The identification of different types of blood cells…”
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Electromagnetic analysis of permanent magnet-assisted synchronous reluctance motor based on magnetic equivalent circuit by Kim, Su-Min, Kim, Tae-Seong, Jung, Woo-Sung, Nguyen, Manh-Dung, Kim, Yong-Joo, Shin, Kyung-Hun, Choi, Jang-Young

“…As rare-earth permanent magnet prices continue to fluctuate, interest in non-rare-earth permanent magnet-assisted synchronous reluctance motors (PMa-SynRMs) is…”
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