• Title/Summary/Keyword: multi-cells

Search Result 840, Processing Time 0.03 seconds

Multi-task Deep Neural Network Model for T1CE Image Synthesis and Tumor Region Segmentation in Glioblastoma Patients (교모세포종 환자의 T1CE 영상 생성 및 암 영역분할을 위한 멀티 태스크 심층신경망 모델)

  • Kim, Eunjin;Park, Hyunjin
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2021.05a
    • /
    • pp.474-476
    • /
    • 2021
  • Glioblastoma is the most common brain malignancies arising from glial cells. Early diagnosis and treatment plan establishment are important, and cancer is diagnosed mainly through T1CE imaging through injection of a contrast agent. However, the risk of injection of gadolinium-based contrast agents is increasing recently. Region segmentation that marks cancer regions in medical images plays a key role in CAD systems, and deep neural network models for synthesizing new images are also being studied. In this study, we propose a model that simultaneously learns the generation of T1CE images and segmentation of cancer regions. The performance of the proposed model is evaluated using similarity measurements including mean square error and peak signal-to-noise ratio, and shows average result values of 21 and 39 dB.

  • PDF

Morphology Engineering for Compact Electrolyte Layer of Solid Oxide Fuel Cell with Roll-to-Roll Eco-production

  • Minho Jo;Seongyong Kim;Changwoo Lee
    • International Journal of Precision Engineering and Manufacturing-Green Technology
    • /
    • v.9
    • /
    • pp.431-441
    • /
    • 2021
  • Gadolinium-doped ceria (GDC) is sought-after as an electrolyte layer in solid oxide fuel cells because of its high ionic conductivity and low treatment temperature. Recently, some studies have been reported to produce a component layer of solid oxide fuel cell using a Roll-to-Roll (R2R) system because of its characteristics of the cost-effective and eco-friendly advantages. However, the brittleness and low density of GDC prevent it from being mass-produced via the R2R continuous process. Therefore, we attempted to improve the density of GDC-based multi-electrolyte layers through an optimized R2R calendaring process. The finite element method was employed to determine suitable materials for the calendering rolls and the maximum calendering pressure that would reduce the thickness and porosity of the coated electrolyte layer without producing cracks in the layer. The effect of the number of calendering processes on the thickness and porosity of the electrolyte layers was examined as well. Silicon and steel were observed to be best-suited as the materials for the top and bottom rolls, respectively. Moreover, the maximum permissible calendering pressure was determined to be 15 MPa, while the ideal number of calendering processes was found to be 5. Experimental observations using scanning electron microscopy confirmed that the optimized calendering process reduced the thickness and porosity of the coated electrolyte layers by 16.99% and 7.04%, respectively. Thus, our findings suggest that large-area, high-density GDC-based multi-electrolyte layers with smooth surfaces can be produced via the R2R process, which can enable mass production of SOFCs.

Study of Data Retention Characteristics with surrounding cell's state in a MLC NAND Flash Memory (멀티 레벨 낸드 플레쉬 메모리에서 주변 셀 상태에 따른 데이터 유지 특성에 대한 연구)

  • Choi, Deuk-Sung;Choi, Sung-Un;Park, Sung-Kye
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.50 no.4
    • /
    • pp.239-245
    • /
    • 2013
  • The data retention characteristics depending on neighbor cell's threshold voltage (Vt) in a multilevel NAND flash memory is studied. It is found that a Vt shift (${\Delta}Vt$) of the noted cell during a thermal retention test is increased as the number of erase-state (lowest Vt state) cells surrounding the noted cell increases. It is because a charge loss from a floating gate is originated from not only intrinsic mechanism but also lateral electric field between the neighboring cells. From the electric field simulation, we can find that the electric field is increased and it results in the increased charge loss as the device is scaled down.

Morphological Studies on the Epithelium of the Midgut of the Nymph and the adult in the Grasshopper, Oxya sinuosa (우리벼메뚜기 유충과 성충의 중장 점막 상피에 관한 형태학적 연구)

  • Lee, Hyeung-Sik;Lee, Jae-Hyun;Park, Sang-Ock
    • Applied Microscopy
    • /
    • v.20 no.1
    • /
    • pp.105-119
    • /
    • 1990
  • In order to know the morphological characteristics and changes according to the developmental stage, the comparative observations have been studied by light and electron microscope on the midgut(gastric caecum, stomach) of the grasshopper(Oxya sinuosa Mistshenko). The results obtained are summarized as follow : In light microscopic level, the cuboidal shaped cells of the gastric caecum in the 5th instar nymph are differentiated the columnar epithelium in the adult. A number of pigment granules are appeared in the gastric caecum of the 5th instar nymph, however the pigment granules were absent in the adult. Indistinct or undifferentiated folds of the epithelial layer were appeared in the 5th instar nymph, whereas the well-developed folds were appeared the gastric caecum in the adult. The well-developed muscular layers are seen in the 5th instar numph, however in the adult the muscular layers are appeared thin or a few layers. In electron microscopic level, in the midgut epithelium, a number of well-developed rER, a few lipid droplets, multi vesicular bodies, small vesicles and glycogen granules were found. Two types of the pigment granules in the gastric caecum of the 5th instar nymph were appeared, whereas the whorl-membrane, a few secretory granules and one type of the gastro-entero-endocrine cell were found in the adult midgut. The light and dark cells could be distinguished in the stomach epithelim of the 5th instar nymph.

  • PDF

Computer Simulation Study of the Potential Anti-arrhythmic Properties of Paeonol (Paeonol의 잠재적인 항부정맥 효과의 컴퓨터 시뮬레이션 연구)

  • Lee, Soojin
    • Journal of Physiology & Pathology in Korean Medicine
    • /
    • v.29 no.4
    • /
    • pp.305-312
    • /
    • 2015
  • Paeonol is a major component found in the Paeoniaceae family such as Paeonia suffruticosa Andrews. Paeonia suffruticosa Andrews has traditionally been used to enhance blood flow and relieve joint pain in east Asian countries including China, Korea and Japan. Current research has shown that paeonol blocked the voltage-gated sodium channel and L-type calcium channel. However, there is a lack of research to reveal the relation between cardiac function and blockade of ion channels by paeonol. Therefore, the aim of this study is to investigate whether paeonol has anti-arrhythmic effects via modulating cardiac ion channels. It is collected that the effects of paeonol on multiple ion channels such as the fast sodium channel and L-type calcium channel from published papers. To incorporate the information on multi-channel block, we computed the effects using the mathematical cardiac model of the guinea-pig and rat ventricular cells (Noble 1998 and 1991 model) and induced early after-depolarizations (EADs) to generate an arrhythmia in the whole heart. Paeonol slightly shortened the action potential duration in the normal cardiac ventricular action potential by the inhibition of sodium channel and L-type calcium channel. Paeonol presented the protective effect from EADs by the inactivation of sodium channel but not L-type calcium channel. Paeonol did not show any changes when it treated on normal ventricular cells through the inhibition of sodium channel, but the protective effect of paeonol through sodium channel on EADs was dose-dependent. These findings suggest that paeonol and its original plant may possess anti-arrhythmic activity, which implies their cardioprotective effects.

Genetic Transfer of Bacillus pasteurii Urease Gene into Antagonistic Bacillus subtilis YBL-7 against Root Rotting Fungi Fusarium solani (Bacillus parteurii Urease Gene의 생물방제균 Bacillus subtilis YBL-7내에서의 발현)

  • 김용수;김상달
    • Microbiology and Biotechnology Letters
    • /
    • v.19 no.4
    • /
    • pp.356-361
    • /
    • 1991
  • - To investigate the possibility of genetic development for a multi-purpose strain of Bacillus subtilis YBL-7 against Fusat-iurn solani causing root rot of many impotant corps, the plasmid pGU66 inserting urease gene of Bacillus pasteurii had been introduced into Bacillus subtilis YBL-7 by PEG-induced protoplast (PIP) transformation system. Protoplasts of B. subtilis YBL-7 were prepared by treating the cells with lysozyme (200 $\mu g$/ml) in hypertonic buffer (SMMP). The highest transformation frequency was achieved when cells of the strain with lysozyme at $42^{\circ}C$ for 90 minutes. Optimal transformation was obtained using polyethylene glycol (MW 4000) at final concentration of 30% (V/V). The transformation frequency was increased proportionally to 1.2 $\mu g$ of plasmid DNA. At best condition, the transformation frequency (transformants/ regenerants/$\mu g$ of DNA) for pGU66 was appoximately $4 \times 10^{-3}$. Also, the urease gene was strongly expressed in the transformants of B. subtilis YBL-7 and maintained steadily. The antifungal ability of transformant was very similar to that of B. ssubtilis YBL-7.

  • PDF

Electrically-evoked Neural Activities of rd1 Mice Retinal Ganglion Cells by Repetitive Pulse Stimulation

  • Ryu, Sang-Baek;Ye, Jang-Hee;Lee, Jong-Seung;Goo, Yong-Sook;Kim, Chi-Hyun;Kim, Kyung-Hwan
    • The Korean Journal of Physiology and Pharmacology
    • /
    • v.13 no.6
    • /
    • pp.443-448
    • /
    • 2009
  • For successful visual perception by visual prosthesis using electrical stimulation, it is essential to develop an effective stimulation strategy based on understanding of retinal ganglion cell (RGC) responses to electrical stimulation. We studied RGC responses to repetitive electrical stimulation pulses to develop a stimulation strategy using stimulation pulse frequency modulation. Retinal patches of photoreceptor-degenerated retinas from rd1 mice were attached to a planar multi-electrode array (MEA) and RGC spike trains responding to electrical stimulation pulse trains with various pulse frequencies were observed. RGC responses were strongly dependent on inter-pulse interval when it was varied from 500 to 10 ms. Although the evoked spikes were suppressed with increasing pulse rate, the number of evoked spikes were >60% of the maximal responses when the inter-pulse intervals exceeded 100 ms. Based on this, we investigated the modulation of evoked RGC firing rates while increasing the pulse frequency from 1 to 10 pulses per second (or Hz) to deduce the optimal pulse frequency range for modulation of RGC response strength. RGC response strength monotonically and linearly increased within the stimulation frequency of 1~9 Hz. The results suggest that the evoked neural activities of RGCs in degenerated retina can be reliably controlled by pulse frequency modulation, and may be used as a stimulation strategy for visual neural prosthesis.

A study on the Newly Proposed Dual Virtual Cell System in Distributed Wireless Communication System (분산 무선 통신시스템 기반의 Dual Virtual Cell 시스템의 제안 및 성능분석)

  • Yang Joo-Young;Kim Jeong-Ho
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.31 no.6B
    • /
    • pp.517-526
    • /
    • 2006
  • In order to achieve high capacity and reliable link quality in wireless communication, the significant efforts should be concentrated on mitigating interference between cells. To solve the interference problem, the newly introduced concept of a Distributed Wireless Communication System (DWCS) can provide the capability of joint control of the signals at multiple cells. This paper proposes a new concept of virtual cell: the Dual Virtual Cell (DVC), and also proposes DVC employment strategy based on DWCS network. The proposed system manages two kinds of virtual cell. One is the Active Virtual Cell which exists for user's actual data traffic and the other is the Candidate Virtual Cell which contains a set of candidate antennas to protect user's link quality from performance degradation or interruption. The proposed system constructs DVC by using antenna selection method. Also, for multi-user high-rate data transmission, the proposed system introduces multiple antenna technology to get a spatial and temporal diversity gam and exploits space-Time Trellis Codes known as STTC to increase a spectral efficiency.

THE EFFECTS OF GINGIVAL FIBROBLAST ON THE MINERALIZATION OF THE RAT BONE MARROW STROMAL CELL (백서 골수세포의 석회화 과정에 미치는 치은 섬유아세포의 영향)

  • Kim, Seuk-Yong;Kwon, Young-Hyuk;Park, Joon-Bong
    • Journal of Periodontal and Implant Science
    • /
    • v.25 no.2
    • /
    • pp.210-221
    • /
    • 1995
  • The purpose of this study was performed to investigate the mineralization and differentiation of osteobalsts for bone regeneration in vitro and the effect of rate of the composition in periodontal cells on mineralization. For this study, healthy gingival tissues were surgically obtained from the patients during 1st premolar extraction for the purposes of orthodontic treament. Gingival tissue was washed several time with Phosphate buffered saline contained high concentration of antibiotics and antifungal agent, and cultured in Dulbecco's Modified Eagle's Medium(DMEM, Gibco, U.S.A.). Every cell were cultured in state at $37^{\circ}C$, 100% of humidity, 5% of $CO_2$ incubator. Bone marrow stromal cells were isolated from 5-clay-old rat femur with using medium irrigation mathod by syringe. Cell suspension medium were centrifuged at 1500 rpm for 5 min and then cultured in the petri dish. Two kinds of cell were freezed and stocked in the liquid nitrogen tank until experiment. Cell were incubated into the 24 multi-well plate with $5{\times}10^4$cell/well of medium at $37^{\circ}C$, 100% of humidity 5% $CO_2$ incubator for 24 hours. After discarded of the supernatent of medium, O.5ml of medium were reapplied and incubated. And counted the number of cell using the hemocytometer and inverted light microscope. We have measured the number of mineralized nodule with using Alizarin red S. staining in microscope. Furthermore every cell were observed the morphological change between every rate of co-culture of the two kinds of cell. The results were as follows; The rate of proliferation of co-culture cell revealed high rate tendency compared the bone marrow stromal cell only and low growth rate to compared with gingival fibroblast only. The tendency of formation of the mineralized nodule were observed dose-depend pattern of bone marrow stromal cell. It is concluded that the gingival fibroblast may inhibit the formation of mineralized nodule in the culture of the bone marrow stromal cell.

  • PDF

Antitumor Activity of Chloroquine in Combination with Cisplatin in Human Gastric Cancer Xenografts

  • Zhang, Hui-Qing;Fang, Nian;Liu, Xiao-Mei;Xiong, Shu-Ping;Liao, Yu-Qian;Jin, Wen-Jian;Song, Rong-Feng;Wan, Yi-Ye
    • Asian Pacific Journal of Cancer Prevention
    • /
    • v.16 no.9
    • /
    • pp.3907-3912
    • /
    • 2015
  • Purpose: To investigate the antitumor activity and mechanism of chloroquine (CQ) in combination with cisplatin (DDP) in nude mice xenografted with gastric cancer SGC7901 cells. Materials and Methods: 35 cases of gastric cancer patients with malignant ascites were enrolled and intraperitoneal cisplatin injection was performed. Ascites were collected before and 5 days after perfusion for assessment of autophagy levels in cancer cells. In addition, 24 tumor-bearing mice were randomly divided into control, DDP, CQ and CQ + DDP groups. Results: In 54.3% (19/35) of patients the treatment was therapeutically effective (OR), 5 days after peritoneal chemotherapy, 13 patients had the decreased ascites Beclin-1 mRNA levels. In 16 patients who had NR, only 2 cases had decreased Beclin-1 (P=0.001). Compared with the control group, the xenograft growth in nude mice in the DDP group was low, and the inhibition rate was 47.6%. In combination with chloroquine, the inhibition rate increased to 84.7% (P<0.01). The LC3-II/I ratio, and Beclin1 and MDR1/P-gp expression were decreased, while caspase 3 protein levels increased (P<0.05). Conclusions: Antitumor ability of cisplatin was associated with autophagy activity and chloroquine can enhance chemosensitivity to cisplatin in gastric cancer xenografts nude mice.