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| 1 | Identification of crystal symmetry from noisy diffraction patterns by a shape analysis and deep learning显示文摘The robust and automated determination of crystal symmetry is of utmost importance in material characterization and analysis.Recent studies have shown that deep learning(DL)methods can effectively reveal the correlations between X-ray or electron-beam diffraction patterns and crystal symmetry.Despite their promise,most of these studies have been limited to identifying relatively few classes into which a target material may be grouped.On the other hand,the DL-based identification of crystal symmetry suffers from a drastic drop in accuracy for problems involving classification into tens or hundreds of symmetry classes(e.g.,up to 230 space groups),severely limiting its practical usage. | Leslie Ching Ow Tiong Jeongrae Kim Sang Soo Han Donghun Kim | 2020 | npj Computational Materials2020，，1： | 2 |
| 2 | Rapid species identification of pathogenic bacteria from a minute quantity exploiting three-dimensional quantitative phase imaging and artificial neural network显示文摘The healthcare industry is in dire need of rapid microbial identification techniques for treating microbial infections.Microbial infections are a major healthcare issue worldwide,as these widespread diseases often develop into deadly symptoms.While studies have shown that an early appropriate antibiotic treatment significantly reduces the mortality of an infection,this effective treatment is difficult to practice.The main obstacle to early appropriate antibiotic treatments is the long turnaround time of the routine microbial identification,which includes time-consuming sample growth.Here,we propose a microscopy-based framework that identifies the pathogen from single to few cells.Our framework obtains and exploits the morphology of the limited sample by incorporating three-dimensional quantitative phase imaging and an artificial neural network.We demonstrate the identification of 19 bacterial species that cause bloodstream infections,achieving an accuracy of 82.5%from an individual bacterial cell or cluster.This performance,comparable to that of the gold standard mass spectroscopy under a sufficient amount of sample,underpins the effectiveness of our framework in clinical applications.Furthermore,our accuracy increases with multiple measurements,reaching 99.9%with seven different measurements of cells or clusters.We believe that our framework can serve as a beneficial advisory tool for clinicians during the initial treatment of infections. | Geon Kim Daewoong Ahn Minhee Kang Jinho Park DongHun Ryu YoungJu Jo Jinyeop Song Jea Sung Ryu Gunho Choi Hyun Jung Chung Kyuseok Kim Doo Ryeon Chung In Young Yoo Hee Jae Huh Hyun-seok Min Nam Yong Lee YongKeun Park | 2022 | Light(Science & Applications)2022，11，7： | 2 |
| 3 | Infrared reflectance spectral characterization of various organic coatings on glasses显示文摘 | Lee Donghun R A Condrate Sr | 1997 | Journal of Non crystalline Solids1997，222，： | 1 |
| 4 | Development and application of an intelligent welding robot system for shipbuild- ing显示文摘 | Lee Donghun Ku Namkug Kim Tae-Wan | 2011 | Robotics and Computer-lntegrated Manufaeturing2011，27，2： | 1 |
| 5 | China's Share of US Imports and Exchange Rate Pass-through to US Import Prices显示文摘现在的纸从 1999 年 1 月在时期上在对美国进口价格传递的总数级的汇率上调查中国美国进口的股票的效果到 2008 年 12 月。纸也集中于改革以后的时期,在 2005 以后,允许探索在在决定在 US 汇率的趋势的中国进口份额的角色的变化的 RMB 的更大的灵活性传递。证据表明中国美国进口的股票在汇率上有否定效果传递。然而,自从中国的汇率改革,这否定效果被节制了到可以忽略的水平。一个重要含意是 RMB 的汇率灵活性被提起了到重要水平可以不再在 US 竞争环境引起失真并且阻止 USA 调整当前的帐户。 | Jianhuan Zhou Donghun Kim | 2011 | China & World Economy2011，19，3： | 1 |
| 6 | Comparison of excyclotorsion following graded inferior oblique recession for primary versus secondary inferior oblique overaction显示文摘AIM:To compare the changes in excyclotorsion after inferior oblique(IO)recession in patients with primary and secondary inferior oblique overaction(IOOA).METHODS:We retrospectively analyzed the data obtained from patients with IOOA who underwent graded IO recession.The patients were followed up for at least 3 mo after surgery.Fundus photographs were taken preand postoperatively,and the sum of the angles of torsion in both eyes was used to analyze changes in excyclotorsion.Patients were divided into two groups:those diagnosed with primary IOOA were enrolled in the 1’IOOA group,and those diagnosed with secondary IOOA caused by superior oblique palsy(SOP)were enrolled in the 2’IOOA group.Excyclotorsion before and after surgery were compared between the two groups.RESULTS:A total of 78 patients were enrolled in this study:34 eyes in the 1’IOOA group and 44 eyes in the 2’IOOA group.In the 78 patients,torsional angle significantly decreased from 15.31°±7.40°to 12.11°±6.53°after IO recession(P<0.001).Mean preoperative torsional angle was larger in the 2’IOOA group than in the 1’IOOA group(P=0.03).In both groups,excyclotorsion significantly decreased after IO recession(P=0.001 and P<0.001,respectively);however,there was no significant difference in the amounts of changes in excyclotorsion between the two groups.CONCLUSION:Excyclotorsion is significantly larger in secondary IOOA than in primary IOOA,and a significant decrease in the torsional angle occurs after IO recession in both types of IOOA. | Donghun Lee Won Jae Kim Myung Mi Kim | 2020 | International Journal of Ophthalmology(English edition)2020，13，8： | 1 |
| 7 | Effects of high pressure processing on fatty acid composition and volatile compounds in Korean native black goat meat显示文摘 | Geunho Kang Soohyun Cho Pilnam Seong Beomyoung Park Sangwoo Kim Donghun Kim Youngjun Kim Sunmun Kang Kyoungmi Park | 2013 | Meat Science2013，，4： | 1 |
| 8 | Bmp and Fgf signaling are essential for liver specification in zebrafish显示文摘 | DONGHUN S CHONG H S JENNIFER T | 2007 | Development2007，134，： | 1 |
| 9 | Cost Pass-through in Differentiated Product Markets: The Case of US Processed Cheese显示文摘 | Kim Donghun Ronald Cotterill | 2008 | The Journal of Industrial Economics2008，56，1： | 1 |
| 10 | Amorphous gallium indium zinc oxide thin film transistors: Sensitive to oxygen molecules显示文摘 | Kang Donghun Hyuck Lim | 2007 | Appl Phys Lett2007，90，19： | 1 |
| 11 | Mercury and methylmercury in Korean herbal medicines and functional health foods显示文摘 | Lee Donghun Lee K wang-Geun | 2013 | Food Additives&Contaminants:Part B2013，6，4： | 1 |
| 12 | Efficient Initial Costates Esti- mation for Optimal Spiral Orbit Transfer Trajectories Design 显示文摘 | Donghun Lee and Hyochoong Bang | 2009 | Journal of Guidance Control and Dynamics2009，32，6： | 1 |
| 13 | Development and application of an intelligent welding robot system for shipbuilding 显示文摘 | Donghun L Namkug K Tae W K | 2011 | Robotics and Computer-Integrated Manufacturing2011，27，2： | 1 |
| 14 | Effects of dietary chromium supplement on pork pH, color, carcass temperature and PSE incidence 显示文摘 | Kim DongHun Cho Young Moo Kim Young Hwa | 1996 | RDA Journal of Agricultural Science Liveslock1996，38，2： | 1 |
| 15 | Robots in the shipbuilding industry显示文摘 | Donghun Lee | 2014 | Robotics and Computer Integrated Manufacturing2014，，5： | 1 |
| 16 | Journal of Chromatography A显示文摘 | WANG Xiaofei LIU Junting WANG Yan ZHAO Xiuli GAO Lina XU Donghun | 2006 | 24(6) : 6412006，24，6： | 1 |
| 17 | Effects of dietary chromium supplement on pork pH, color, carcass temperature and PSE incidence 显示文摘 | Kim DongHun Cho Young Moo | 1996 | RDA Journal of Agricultural Science Livestock1996，38，2： | 1 |
| 18 | Robust SOI Process without Footing and Its Application to Ultra High-Performmlce Micro- gyroscopes显示文摘 | Jongpal Kim Sangjun Park Donghun Kwak | 2004 | Sens Actuators A2004，114，： | 1 |
| 19 | Schwan nomatosis Involving Priphral Nurves:A Case Report显示文摘 | DongHun K mi JungHwaHwang Sung-Ta Park | | 0，，： | 1 |
| 20 | An x-Axis Single-Crystalline Silicon Microgyroscope Fabricated by the Extended SBM Process显示文摘 | Jongpal Kim Sangjun Park Donghun Kwak | 2005 | J-MEMS2005，14，： | 1 |
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