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Deep learning acceleration of multiscale superresolution localization photoacoustic imaging

Light(Science & Applications) 2022年第6期11卷 1166-1177页

作者： Jongbeom kim Gyuwon kim Lei Li Pengfei Zhang Jin Young kim Yeonggeun kim hyung ham Kkim Lihong V.Wang Seungchul Lee Chulhong kim Departments of Electrical Engineering Mechanical EngineeringConvergence IT Engineeringand Interdisciplinary Bioscience and BioengineeringGraduate School of Artificial IntelligenceMedical Device Innovation CenterPohang University of Science and Technology(POSTECH)77 Cheongam-roNam-guPohangGyeongbuk 37673Republic of Korea Caltech Optical Imaging Laboratory Andrew and Peggy Cherng Department of Medical EngineeringDepartment of Electrical EngineeringCalifornia Institute of Technology1200 E.California Blvd.MC 138-78PasadenaCA 91125USA School of Precision Instruments and Optoelectronics Engineering Tianjin University92 Weijin RoadNankai DistrictTianjin 300072China Opticho 532CHANGeUP GROUND87 Cheongam-roNam-guPohangGyeongsangbuk 37673Republic of Korea

A superresolution imaging approach that localizes very small targets,such as red blood cells or droplets of injected photoacoustic dye,has significantly improved spatial resolution in various biological and medical imaging ***,this superior spatial resolution is achieved by sacrificing temporal resolution because many raw image frames,each containing the localization target,must be superimposed to form a sufficiently sampled high-density superresolution ***,we demonstrate a computational strategy based on deep neural networks(DNNs)to reconstruct high-density superresolution images from far fewer raw image *** localization strategy can be applied for both 3D label-free localization optical-resolution photoacoustic microscopy(OR-PAM)and 2D labeled localization photoacoustic computed tomography(PACT).For the former,the required number of raw volumetric frames is reduced from tens to fewer than *** the latter,the required number of raw 2D frames is reduced by 12 ***,our proposed method has simultaneously improved temporal(via the DNN)and spatial(via the localization method)resolutions in both label-free microscopy and labeled ***-learning powered localization PA imaging can potentially provide a practical tool in preclinical and clinical studies requiring fast temporal and fine spatial resolutions.

关键词： Deep frames networks

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Investigation of cell mechanics using single-beam acoustic tweezers as a versatile tool for the diagnosis and treatment of highly invasive breast cancer cell lines: an in vitro study

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Microsystems & Nanoengineering 2020年第1期6卷 927-938页

作者： Hae Gyun Lim Hsiao-Chuan Liu Chi Woo Yoon Hayong Jung Min Gon kim Changhan Yoon hyung ham kim KKirk Shung Department of Creative IT Engineering Pohang University of Science and TechnologyPohang 37673Republic of Korea NIH Resource Center for Medical Ultrasonic Transducer Technology and Department of Biomedical Engineering University of Southern CaliforniaLos AngelesCA 90089USA Department of Biomedical Engineering Inje UniversityGimhaeGyeongnam 50834Republic of Korea

Advancements in diagnostic systems for metastatic cancer over the last few decades have played a significant role in providing patients with effective treatment by evaluating the characteristics of cancer *** the progress made in cancer prognosis,we still rely on the visual analysis of tissues or cells from histopathologists,where the subjectivity of traditional manual interpretation *** paper presents the development of a dual diagnosis and treatment tool using an in vitro acoustic tweezers platform with a 50MHz ultrasonic transducer for label-free trapping and bursting of human breast cancer *** cancer cell detection and classification,the mechanical properties of a single cancer cell were quantified by single-beam acoustic tweezers(SBAT),a noncontact assessment tool using a focused acoustic ***-mimicking phantoms and agarose hydrogel spheres(AHSs)served to standardize the biomechanical characteristics of the *** on the analytical comparison of deformability levels between the cells and the AHSs,the mechanical properties of the cells could be indirectly measured by interpolating the Young’s moduli of the *** a result,the calculated Young’s moduli,i.e.,1.527kPa for MDA-MB-231(highly invasive breast cancer cells),2.650kPa for MCF-7(weakly invasive breast cancer cells),and 2.772 kPa for SKBR-3(weakly invasive breast cancer cells),indicate that highly invasive cancer cells exhibited a lower Young’s moduli than weakly invasive cells,which indicates a higher deformability of highly invasive cancer cells,leading to a higher metastasis ***-cell treatment may also be carried out by bursting a highly invasive cell with high-intensity,focused ultrasound.

关键词： diagnosis treatment weakly

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RGB Color-Discriminable Photonic Synapse for Neuromorphic Vision System

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Nano-Micro Letters 2025年第4期17卷 39-62页

作者： Bum Ho Jeong Jaewon Lee Miju Ku Jongmin Lee Dohyung kim Seokhyun ham Kyu-Tae Lee Young-Beom kim Hui Joon Park Department of Organic and Nano Engineering&Human-Tech Convergence Program Hanyang UniversitySeoul 04763Korea Department of Semiconductor Engineering Hanyang UniversitySeoul 04763Korea Department of Mechanical Engineering Hanyang UniversitySeoul 04763Korea Department of Physics Inha UniversityIncheon 22212Korea

To emulate the functionality of the human retina and achieve a neuromorphic visual system,the development of a photonic synapse capable of multispectral color discrimination is of paramount ***,attaining robust color discrimination across a wide intensity range,even irrespective of medium limitations in the channel layer,poses a significant ***,we propose an approach that can bestow the color-discriminating synaptic functionality upon a three-terminal transistor flash memory even with enhanced discriminating *** incorporating the strong induced dipole moment effect at the excitation,modulated by the wavelength of the incident light,into the floating gate,we achieve outstanding RGB color-discriminating synaptic functionality within a remarkable intensity range spanning from 0.05 to 40 mW cm^(-2).This approach is not restricted to a specific medium in the channel layer,thereby enhancing its *** effectiveness of this color-discriminating synaptic functionality is demonstrated through visual pre-processing of a photonic synapse array,involving the differentiation of RGB channels and the enhancement of image contrast with noise ***,a convolutional neural network can achieve an impressive inference accuracy of over 94%for Canadian-Institute-For-Advanced-Research-10 colorful image recognition task after the *** proposed approach offers a promising solution for achieving robust and versatile RGB color discrimination in photonic synapses,enabling significant advancements in artificial visual systems.

关键词： Organic field-effect transistor Photonic synapse Excited-state dipole moment RGB color discrimination Neuromorphic visual system

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Novel transparent high-entropy sesquioxide ceramics with high physicochemical plasma etching resistance

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JOURNAL OF ADVANCED CERAMICS 2025年第1期14卷 163-176页

作者： Shin, Yu-Bin ham, Su Been kim, Ha-Neul kim, Mi-Ju Ko, Jae-Woong Lee, Jae-Wook Park, Young-Jo kim, Jung-hyung Lee, Hyo-Chang Jung, Young Hwa Lee, Jung Woo Ma, Ho Jin Korea Inst Mat Sci Nano Mat Res Div Chang Won 51508 Gyeongsangnam South Korea Pusan Natl Univ Dept Mat Sci & Engn Pusan 46241 South Korea Korea Res Inst Stand & Sci Semicond Integrated Metrol Team Daejeon 34113 South Korea Korea Aerosp Univ Dept Semicond Sci Engn & Technol Goyang 10540 South Korea Korea Aerosp Univ Sch Elect & Informat Engn Goyang 10540 South Korea Pohang Accelerator Lab PLS II Beamline Div Pohang 37673 South Korea

High-entropy ceramics exhibit novel intrinsic properties. Hence, they have been explored for a wide range of applications ranging from thermal insulation and energy storage to advanced optical components. Recently, the semiconductor industry has faced a demand for higher-performance chips, necessitating higher aspect ratios in wafer fabrication and further miniaturization of linewidths. Therefore, novel materials with high plasma etching resistance and minimal contaminant generation are needed. The plasma-etching resistance displayed by high-entropy ceramics can be an innovative solution to this emerging challenge. In this study, we successfully fabricated single-phase high-entropy sesquioxide ceramics with high optical transparency, dense microstructure, and minimal residual pores. A structural analysis of the fabricated samples revealed a single-phase structure with excellent phase homogeneity. An evaluation of the plasma-etching resistance of high-entropy ceramics revealed for the first time a low etching rate of 8 nm/h compared with that of conventional plasma-resistant materials. These comprehensive characterizations of high-entropy ceramics indicate that they are promising candidates for significantly improving the production yield of semiconductors and for a wide range of potential applications, such as next-generation active optical ceramics.

关键词： high-entropy ceramics plasma etching resistance transparent ceramics sintering semiconductor manufacturing

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Modeling the effects of constructed wetland on nonpoint source pollution control and reservoir water quality improvement

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Journal of Environmental Sciences 2010年第6期22卷 834-839页

作者： Jonghwa ham Chun G.Yoon hyung-Joong kim hyung-Chul kim Rural Research Institute of KRC Environmental Science Department Konkuk University

This article describes the integrated modeling approach for planning the size and the operation of constructed wetlands for maximizing retention of nonpoint source pollutant loads and reservoir water-quality improvement at a catchment scale. The experimental field-scale wetland systems （four sets, 0.88 ha each） have been in operation since 2002, where water depth was maintained at 30-50 cm and hydraulic loading rate was at 6.3-18.8 cm/day. The wetland system was found to be adequate for treating polluted stream water with stable removal efficiency even during the winter. The integrated modeling system （modified-BASINS） was applied to the Seokmoon estuarine reservoir watershed and calibrated with monitoring data from constructed wetland, stream, and reservoir. The calibrated integrated modeling system estimated that constructing wetlands on 0.5% （about 114 ha） of the watershed area at the mouth of reservoir could reduce 11.61% and 13.49% of total external nitrogen and phosphorus loads, respectively. It also might improve the nitrogen and phosphorus concentration of the reservoir by 9.69% and 16.48%, respectively. The study suggested that about 0.1%-1.0% of the watershed area should be allocated for constructed wetland to meet specified water-quality standards for the estuarine reservoir at the polder area where land use planning is relatively less complicated.

关键词： constructed wetland estuarine reservoir integrated modeling system nonpoint source pollution control polder area water quality improvement

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Multi-redox phenazine/non-oxidized graphene/cellulose nanohybrids as ultrathick cathodes for high-energy organic batteries

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Nano Research 2021年第5期14卷 1382-1389页

作者： Youngjin ham Vitalii Ri Jin kim Yeoheung Yoon Jinho Lee Kisuk Kang Ki-Seok An Chunjoong kim Seokwoo Jeon Department of Materials Science and Engineering Advanced Battery CenterKorea Advanced Institute of Science and Technology(KAIST)Daejeon34141Republic of Korea Department of Materials Science and Engineering Chungnam National UniversityDaejeon34134Republic of Korea Thin Film Materials Research Center Korea Research Institute of Chemical Technology(KRICT)Daejeon34114Republic of Korea Department of Materials Science and Engineering Seoul National UniversitySeoul08826Republic of Korea

Various redox-active organic molecules can serve as ideal electrode materials to realize sustainable energy storage systems. Yet, to be more appropriate for practical use, considerable architectural engineering of an ultrathick, high-loaded organic electrode with reliable electrochemical performance is of crucial importance. Here, by utilizing the synergetic effect of the non-covalent functionalization of highly conductive non-oxidized graphene flakes (NOGFs) and introduction of mechanically robust cellulose nanofiber (CNF)-intermingled structure, a very thick (≈ 1 mm), freestanding organic nanohybrid electrode which ensures the superiority in cycle stability and areal capacity is reported. The well-developed ion/electron pathways throughout the entire thickness and the enhanced kinetics of electrochemical reactions in the ultrathick 5,10-dihydro-5,10-dimethylphenazine/NOGF/CNF (DMPZ-NC) cathodes lead to the high areal energy of 9.4 mWh·cm−2 (= 864 Wh·kg−1 at 158 W·kg−1). This novel ultrathick electrode architecture provides a general platform for the development of the high-performance organic battery electrodes.

关键词： energy storage organic electrodes batteries graphene cellulose nanofibers

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Enhancing the efficiency and scalability of perovskite solar cells through pseudo-halide salt addition

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Journal of Materials Science & Technology 2023年第34期165卷 161-169页

作者： Dohun Baek Geon Yeong Park Jeongbeom Cha Hyemi Na Dong Seok ham Min kim School of Chemical Engineering Future Energy Research CenterJeonbuk National UniversityJeonju 54896Republic of Korea Graduate School of Integrated Energy-AI Jeonbuk National UniversityJeonju 54896Republic of Korea Chemical Materials Solutions Center Korea Research Institute of Chemical Technology(KRICT)Daejeon 34114Republic of Korea

Organic-inorganic halide perovskites have significant potential for application in next-generation solar ***,their applications are limited by challenges associated with large-area processability and long-term stability owing to the presence of pinholes and defect ***,we incorporated cesium formate in a perovskite active layer using a sequential perovskite fabrication process to eliminate the defect sites of perovskites and improve the film processability via roll-to-roll(R2R)*** addition of cesium formate salt to the PbI2 layer influences the perovskite crystal formation behavior as well as increases the perovskite crystallinity and decreases the defect ***,cesium formate addition eliminated small PbI2 grains and smoothed the perovskite surface,resulting in a large crystal grain *** formate ions interact with the PbI2 component and passivate halide vacancy defects,reducing nonradiative recombination and improving charge ***,the treated perovskite films were highly stable in air,exhibiting improved efficiency retention over time and achieving a power conversion efficiency(PCE)of>22%compared to the ***,the additive-treated perovskite film was processed using the R2R method,achieving a high PCE of>14%with minimal hysteresis.

关键词： Perovskite Solar Cells Pseudo-halide ion Stability Roll-to-roll process

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Vasorelaxant effects of 50 commonly used traditional herbal prescriptions on isolated rat aortic rings

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Journal of Traditional Chinese Medicine 2020年第4期40卷 629-639页

作者： Bumjung kim Cheolmin Jo Somin Lee Hanna Choi Kwang-Woo kim Inhye ham Ho-Young Choi Kyungjin Lee Department of Oriental Health Management Kyung Hee Cyber UniversitySeoul 02447Republic of Korea Department of Herbal pharmacology College of Korean MedicineKyung Hee UniversitySeoul 02447Republic of Korea Department of Herbal pharmacology Graduate SchoolKyung Hee UniversitySeoul 02447Republic of Korea Department of Biomedical Science and Technology Graduate SchoolKyung Hee UniversitySeoul 02447Republic of Korea

OBJECTIVE:To investigate the vasorelaxant activities of 50 common traditional herbal prescriptions(THPs)on isolated rat aortic ***:An electric extractor was used to extract *** aortic rings were precontracted using phenylephrine in organ chambers containing Krebs-Henseleit *** of THPs were added in increasing concentrations(10-1000μg/mL)to investigate vasorelaxant *** vasorelaxant effects of THPs were calculated as percentage of contraction in response to ***:Several THPs such as Tianwangbuxin Dan,Banxiaxiexin Tang,and Mahuang Tang,significantly relaxed precontracted aortic *** contrast,Xiaochaihu Tang,Shensuyin,and Guizhifuling Wan significantly contracted aortic ***,these THPs increasingly relaxed or contracted aortic rings relaxed by ***:Our findings suggest that hypertension can be treated using *** some THPs can counteract treatment of *** studies should be developed on use of THPs for treatment of hypertension are critical,and guidelines for use of traditional herbal medicines to treat hypertension.

关键词： Hypertension Vasodilation Vasoconstriction Herbal medicine

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Dzyaloshinskii–Moriya interaction in noncentrosymmetric superlattices

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npj Computational Materials 2021年第1期7卷 1164-1170页

作者： Woo Seung ham Abdul-Muizz Pradipto Kay Yakushiji Kwangsu kim Sonny H.Rhim Kohji Nakamura Yoichi Shiota Sanghoon kim Teruo Ono Institute for Chemical Research Kyoto UniversityUjiKyotoJapan Department of Physics Engineering Mie UniversityTsuMieJapan Faculty of Mathematics and Natural Sciences Institut Teknologi BandungBandungIndonesia National Institute of Advanced Industrial Science and Technology(AIST) TsukubaIbarakiJapan Department of Physics University of UlsanUlsanSouth Korea

Dzyaloshinskii–Moriya interaction(DMI)is considered as one of the most important energies for specific chiral textures such as magnetic *** keys of generating DMI are the absence of structural inversion symmetry and exchange energy with spin–orbit ***,a vast majority of research activities about DMI are mainly limited to heavy metal/ferromagnet bilayer systems,only focusing on their ***,we report an asymmetric band formation in a superlattices(SL)which arises from inversion symmetry breaking in stacking order of atomic layers,implying the role of bulk-like *** bulk DMI is more than 300%larger than simple sum of interfacial ***,the asymmetric band is largely affected by strong spin–orbit coupling,showing crucial role of a heavy metal even in the non-interfacial origin of *** work provides more degrees of freedom to design chiral magnets for spintronics applications.

关键词： interaction symmetry chiral

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Optimal Reordering Trace Files for Improving Software Testing Suitcase

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Computers, Materials & Continua 2021年第4期67卷 1225-1239页

作者： Yingfu Cai Sultan Noman Qasem Harish Garg hamïd Parvïn kim-Hung Pho Zulkefli Mansor School of Measurement and Communication Harbin University of Science&TechnologyHarbinChina Computer Science Department College of Computer and Information SciencesAl Imam Mohammad Ibn Saud Islamic University(IMSIU)RiyadhSaudi Arabia Department of Computer Science Faculty of Applied ScienceTaiz UniversityTaizYemen School of Mathematics Thapar Institute of Engineering and TechnologyDeemed UniversityPatiala147004India Institute of Research and Development Duy Tan UniversityDa Nang550000Vietnam Faculty of Information Technology Duy Tan UniversityDa Nang550000Vietnam Department of Computer Science Nourabad Mamasani BranchIslamic Azad UniversityMamasaniIran Fractional Calculus Optimization and Algebra Research GroupFaculty of Mathematics and StatisticsTon Duc Thang UniversityHo Chi Minh CityVietnam Fakulti Teknologi dan Sains Maklumat Universiti Kebangsan MalaysiaUKM BangiSelangor43600Malaysia

An invariant can be described as an essential relationship between program *** invariants are very useful in software checking and *** tools that are used to detect invariants are invariant *** are two types of invariant detectors:dynamic invariant detectors and static invariant *** software is an available computer program that implements a special case of a dynamic invariant detection *** proposes a dynamic invariant detection algorithm based on several runs of the tested program;then,it gathers the values of its variables,and finally,it detects relationships between the variables based on a simple statistical *** method has some *** of its biggest drawbacks is its overwhelming time *** is observed that the runtime for the Daikon invariant detection tool is dependent on the ordering of traces in the trace file.A mechanism is proposed in order to reduce differences in adjacent trace *** is done by applying some special techniques of mutation/crossover in genetic algorithm(GA).An experiment is run to assess the benefits of this *** findings reveal that the runtime of the proposed dynamic invariant detection algorithm is superior to the main approach with respect to these improvements.

关键词： Dynamic invariant detection software testing genetic algorithm

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