• Title/Summary/Keyword: Chemical imaging

Search Result 364, Processing Time 0.033 seconds

Estimating chlorophyll-A concentration in the Caspian Sea from MODIS images using artificial neural networks

  • Boudaghpour, Siamak;Moghadam, Hajar Sadat Alizadeh;Hajbabaie, Mohammadreza;Toliati, Seyed Hamidreza
    • Environmental Engineering Research
    • /
    • v.25 no.4
    • /
    • pp.515-521
    • /
    • 2020
  • Nowadays, due to various pollution sources, it is essential for environmental scientists to monitor water quality. Phytoplanktons form the end of the food chain in water bodies and are one of the most important biological indicators in water pollution studies. Chlorophyll-A, a green pigment, is found in all phytoplankton. Chlorophyll-A concentration indicates phytoplankton biomass directly. Therefore, Chlorophyll-A is an indirect indicator of pollutants, including phosphorus and nitrogen, and their refinement and control are important. The present study, Moderate Resolution Imaging Spectroradiometer (MODIS) satellite images were used to estimate the chlorophyll-A concentration in southern coastal waters in the Caspian Sea. For this purpose, Multi-layer perceptron neural networks (NNs) were applied which contained three and four feed-forward layers. The best three-layer NN has 15 neurons in its hidden layer and the best four-layer one has 5 in each. The three- and four- layer networks both resulted in similar root mean square errors (RMSE), 0.1($\frac{{\mu}g}{l}$), however, the four-layer NNs proved superior in terms of R2 and also required less training data. Accordingly, a four-layer feed-forward NN with 5 neurons in each hidden layer, is the best network structure for estimating Chlorophyll-A concentration in the southern coastal waters of the Caspian Sea.

Reconstruction of esophageal stenosis that had persisted for 40 years using a free jejunal patch graft with virtual endoscopy assistance

  • Fujisawa, Daisuke;Asato, Hirotaka;Tanaka, Katsunori;Itokazu, Tetsuo;Kojya, Shizuo
    • Archives of Plastic Surgery
    • /
    • v.47 no.2
    • /
    • pp.178-181
    • /
    • 2020
  • In this report, we present a case in which good results were achieved by treatment using a free jejunal patch graft with virtual endoscopy (VE) assistance in a patient whose swallowing had failed to improve for 40 years after he mistakenly swallowed sulfuric acid, despite pectoralis major myocutaneous flap grafting and frequent balloon dilatation surgery. During the last 20 years, virtual computed tomography imaging has improved remarkably and continues to be used to address new challenges. For reconstructive surgeons, the greatest advantage of VE is that it is a noninvasive modality capable of visualizing areas inaccessible to a flexible endoscope. Using VE findings, we were able to visualize the 3-dimensional shape beyond the stenosis. VE can also help predict the area of the defect after contracture release.

Soft x-ray magneto-optical effect as a nanometer scale probe of heteromagnetic structures widely used in spintronics devices

  • Kim, Sang-Koog
    • Proceedings of the Korea Crystallographic Association Conference
    • /
    • 2003.05a
    • /
    • pp.7-7
    • /
    • 2003
  • Heteromagnetic nanostructures, which consist of two or more different layers such as nonmagnet, insulator, ferromagnet, antiferromagnet, and superconductor, have been widely used in current and likely future spintronics devices. Their many intriguing magnetic properties are originated from a variety of magnetic interactions at relevant length scales at or near interfaces and between different constituent layers as well as laterally different regions in chemical and magnetic heterogeneity. The fundamental properties can thus differ along depth and laterally in the film plane, depending on their relevant coupling length scales. The entire properties may be characterized by interface properties and/or the depth-varying properties of the individual constituent layers, and lateral inhomogeneity as well. It is a challenge to investigate both depth-varying properties and lateral heterogeneity in such heteromagnetic nanostructures. In this talk, soft x-ray magneto-optical effect as a nanometer scale probe of a variety of heteromagnetic structures is presented and its related noble techniques are introduced. For instances, magnetization vector imaging to investigate vector spin configurations in the film plane is presented, as well as the Kerr rotation, ellipticity, and intensity measurements as a depth sensitive probe on the atomic scales.

  • PDF

Preparation of Chitosan-coated Magnetite Nanoparticles by Sonochemical Method for MRI Contrast Agent

  • Cho, Jun-Hee;Ko, Sang-Gil;Ahn, Yang-Kyu;Choi, Eun-Jung
    • Journal of Magnetics
    • /
    • v.14 no.3
    • /
    • pp.124-128
    • /
    • 2009
  • Magnetic nanoparticles were synthesized by using the sonochemical method with oleic acid as a surfactant. The average size of the magnetite nanoparticles was controlled by varying the ratio R=[$H_2O$]/[surfactant] in the range of 2 to 9 nm. To prepare chitosan-coated magnetite nanoparticles, chitosan solution was added to a magnetite colloid suspension under ultrasonication at room temperature for 20 min. The chitosan-coated magnetite nanoparticles were characterized by several techniques. Atomic force microscopy (AFM) was used to image the chitosan-coated nanoparticles. Magnetic hysteresis measurement was performed by using a superconducting quantum interference device (SQUID) magnetometer to investigate the magnetic properties of the magnetite nanoparticles and the chitosan-coated magnetite nanoparticles. The SQUID measurements revealed the superparamagnetism of both nanoparticles. The T1- and T2-weighted MR images of these chitosan-coated magnetite colloidal suspensions were obtained with a 4.7 T magnetic resonance imaging (MRI) system. The chitosancoated magnetite colloidal suspensions exhibited enhanced MRI contrasts in vitro.

Fabrication of Micro/nanoscale Cutting Tool Geometry of Single Crystal Diamond Tool by Focused Ion Beam (집속이온빔(Focused Ion Beam)에 의한 단결정 다이아몬드 공구의 마이크로/나노스케일 절삭공구 형상 제작)

  • Baek, Seung Yub;Jang, Sung Min
    • Journal of the Korean Society for Precision Engineering
    • /
    • v.31 no.3
    • /
    • pp.207-213
    • /
    • 2014
  • A study was carried out to fabricate the cutting tool geometry with micro/nanoscale on the single crystal diamond tool by using the FIB. The FIB technique is an ideal tool for TEM sample preparation that allows for the fabrication of electron-transparent foils. The FIB is appropriate techniques to sample and subsequently define the chemical composition and the structural state of mineral inclusion on the micro/nanoscale. The combination of FIB with a SEM allows for 3D information to be obtained from samples including 3D imaging. Cutting strategies were demonstrated to improve the performance of cutting tool geometry and to generate high aspect ratio micro cutting tool. A finely focused beam of 30keV Ga+ ions was used to mill cutting tool shapes for various micro patterns. Therefore FIB sputtering is used to shape a variety of cutting tools with dimensions in the $1-5{\mu}m$ range and cutting edge radii of curvature of under 50nm.

Design and manufacturing of the MRI Cryostat (MRI용 CRYOSTAT의 설계 제작)

  • Cho, Jeon-Wook;Lee, Eon-Yong;Kwon, Young-Kil;Ryu, Kang-Sik;Ryu, Choong-Sik;Kwon, Oh-Bum;Lee, Hong-Ju;Lee, Hai-Sung;Fukui, T.;Komoshita, T.
    • Proceedings of the KIEE Conference
    • /
    • 1995.07a
    • /
    • pp.144-146
    • /
    • 1995
  • A superconducting 2 tesla MRI magnet for the animal magnetic resonance imaging has been developed as a basic model for the application of the precise supercoducting magnet technology. MRI cryostat with 210mm room temperature bore was designed and manufactured for this magnet. The cryostat was designed basically not only to extract the principal design parameters at the performance test but also for the convenience of the manufacturing. The most extinct feacture of the cryostat is that it does not have $LN_{2}$ tank and the 77K thermal shield is cooled by circuling $LN_{2}$ through copper pipe which is welded around the shield plate. It results in reduction of the total cryostat size(about 30%).

  • PDF

Recent advances in carbon-11 chemistry

  • Lu, Yingqing;Lee, Byung Chul;Kim, Sang Eun
    • Journal of Radiopharmaceuticals and Molecular Probes
    • /
    • v.2 no.1
    • /
    • pp.9-16
    • /
    • 2016
  • Carbon-11 is one of the most sensitive and desirable positron emission tomography radio-isotope, which offers the capacity to be incorporated, through a covalent bond, into biologically active molecules without altering their biological properties. Carbon-11 can be obtained from the cyclotron with two different chemical forms: $[^{11}C]CO_2$ and $[^{11}C]CH_4$. [$^{11}C$]Methyl iodide has been widely used as a highly reactive labelling precursor that can be applied to label carbon-11 with biologically active molecules via alkylation of N-, O-, or S-nucleophiles. A more recent and still challenging labeling method is transition metal mediated $^{11}C$-carbonylation. Advances in organic chemistry, radiochemistry and improved automated techniques greatly encourage researchers to develop more carbon-11 labelled radiotracers for molecular imaging studies. This mini-review will introduce a historical track of carbon-11 chemistry combining with examples and its role in near future.

Atomic Force Microscopy Force Mapping Application in Biomedical Research (원자현미경의 나노 힘 측정을 이용한 생의학 연구에의 응용)

  • Cho S.J.;Lee D.J.;Kim E.P.;Lee D.R.
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2005.10a
    • /
    • pp.77-80
    • /
    • 2005
  • Local probe techniques such as scanning probe microscopy (SPM) or atomic force microscopy (AFM) extended our perception into ultra small world. Specially, the sense of touching was extended by AFM into the micro- and nanoworld and has provided complementary new insights of the microscopic world. In addition, touching objects is an essential step before trying to manipulate things. SPM as a touch sensor not only measure the mechanical properties but also detect different properties such as magnetic, electrical, ionic, thermal, chemical and biophysical properties in nanoscale and even less. Obtaining biophysical measurements, monitoring dynamics and processes together with high-resolution imaging of the biomolecules and cells with rather simpler sample preparation than any other techniques give great attractions to the scientists experimenting with biological samples. Among the many AFM capabilities we will specifically introduce the force plot which is used to measure tip-sample interactions and its application this time.

  • PDF

High Speed SD-OCT System Using GPU Accelerated Mode for in vivo Human Eye Imaging

  • Cho, Nam Hyun;Jung, Unsang;Kim, Suhwan;Jung, Woonggyu;Oh, Junghwan;Kang, Hyun Wook;Kim, Jeehyun
    • Journal of the Optical Society of Korea
    • /
    • v.17 no.1
    • /
    • pp.68-72
    • /
    • 2013
  • We developed an SD-OCT (Spectral Domain-Optical Coherence Tomography) system which uses a GPU (Graphics Processing Unit) for processing. The image size from the SD-OCT system is $1024{\times}512$ and the speed is 110 frame/sec in real-time. K-domain linearization, FFT (Fast Fourier Transform), and log scaling were included in the GPU processing. The signal processing speed was about 62 ms using a CPU (Central Processing Unit) and 1.6 ms using a GPU, which is 39 times faster. We performed an in-vivo retinal scan, and reconstructed a 3D visualization based on C-scan images. As a result, there were minimal motion artifacts and we confirmed that tomograms of blood vessels, the optic nerve, and the optic disk are clearly identified. According to the results of this study, this SD-OCT can be applied to real-time 3D display technology, particularly auxiliary instruments for eye operations in ophthalmology.

Percutaneous osteoplasty for painful bony lesions: a technical survey

  • Kim, Won-Sung;Kim, Kyung-Hoon
    • The Korean Journal of Pain
    • /
    • v.34 no.4
    • /
    • pp.375-393
    • /
    • 2021
  • Percutaneous osteoplasty (POP) is defined as the injection of bone cement into various painful bony lesions, refractory to conventional therapy, as an extended technique of percutaneous vertebroplasty (PVP). POP can be applied to benign osteochondral lesions and malignant metastatic lesions throughout the whole skeleton, whereas PVP is restricted to the vertebral body. Common spinal metastases occur in the thoracic (70%), lumbosacral (20%), and cervical (10%) vertebrae, in order of frequency. Extraspinal metastases into the ribs, scapulae, sternum, and humeral head commonly originate from lung and breast cancers; extraspinal metastases into the pelvis and femoral head come from prostate, urinary bladder, colon, and uterine cervical cancers. Pain is aggravated in the dependent (or weight bearing) position, or during movement (or respiration). The tenderness and imaging diagnosis should match. The supposed mechanism of pain relief in POP is the augmentation of damaged bones, thermal and chemical ablation of the nociceptive nerves, and local inhibition of tumor invasion. Adjacent (facet) joint injections may be needed prior to POP (PVP). The length and thickness of the applied needle should be chosen according to the targeted bone. Bone cement is also selected by its osteoconduction, osteoinduction, and osteogenesis. Needle route should be chosen as a shortcut to reach the target bony lesions, without damage to the nerves and vessels. POP is a promising minimally invasive procedure for immediate pain relief. This review provides a technical survey for POPs in painful bony lesions.