Enhanced Hierarchical Model of Object Recognition Based on Saliency Map and Keypoint

Yan-Feng Lu,Tae-Koo Kang,Hua-Zhen Zhang,Dong-Sung Pae,Myo-Taeg Lim 제어로봇시스템학회 2015 제어로봇시스템학회 국내학술대회 논문집 Vol.2015 No.5

Enhanced hierarchical model of object recognition based on a novel patch selection method in salient regions

Yan-Feng Lu,Tae-Koo Kang,Hua-Zhen Zhang,Myo-Taeg Lim IET 2015 IET computer vision Vol.9 No.5

<P>The biologically inspired hierarchical model for object recognition, Hierarchical Model and X (HMAX), has attracted considerable attention in recent years. HMAX is robust (i.e. shift- and scale-invariant), but its use of random-patch-selection makes it sensitive to rotational deformation, which heavily limits its performance in object recognition. The main reason is that numerous randomly chosen patches are often orientation selective, thereby leading to mismatch. To address this issue, the authors propose a novel patch selection method for HMAX called saliency and keypoint-based patch selection (SKPS), which is based on a saliency (attention) mechanism and multi-scale keypoints. In contrast to the conventional random-patch-selection-based HMAX model that involves huge amounts of redundant information in feature extraction, the SKPS-based HMAX model (S-HMAX) extracts a very few features while offering promising distinctiveness. To show the effectiveness of S-HMAX, the authors apply it to object categorisation and conduct experiments on the CalTech101, TU Darmstadt, ImageNet and GRAZ01 databases. The experimental results demonstrate that S-HMAX outperforms conventional HMAX and is very comparable with existing architectures that have a similar framework.</P>

Transcriptome sequencing discovers genes related to fatty acid biosynthesis in the seeds of Eucommia ulmoides

Fang-dong Li,Yan-zhi Feng,Lu Wang,Jian-min Fu,Ta-na Wuyun,Hong-yan Du,Xiao-feng Tan,Feng Zou 한국유전학회 2016 Genes & Genomics Vol.38 No.3

Eucommia ulmoides is a focus of considerable attention because it is used to produce gutta-percha latex and raw materials for traditional Chinese medicine. The species has also been widely planted for vegetable oil production due to the high content of alpha-linolenic acid (ALA) in the seeds. However, little was known about fatty acid biosynthesis in the seeds. Here, we present transcriptome analyses that identified genes related to the fatty acid biosynthesis pathways in the seeds collected 70 and 160 days after flowering (DAF) from two varieties: ‘Huazhong No. 6’ (ALA content of 38.7 %) and ‘Huazhong No. 10’ (ALA content of 67.6 %). De novo assembly generated 96,469 unigenes with an average length of 690 bp. Among them, 11,260 unigenes identified by functional annotation against the Kyoto Encyclopedia of Genes and Genomes database were mapped to 117 metabolic pathways. 65 unigenes involved in fatty acid biosynthesis include 5 coding for 3-oxoacyl-ACP reductase, 2 coding for b-hydroxyacyl-ACP dehydratase, 10 coding for b-ketoacyl-ACP synthase II, and 2 coding for enoyl-ACP reductase I. Expression of the nine differentially expressed unigenes coding for major enzymes in fatty acid biosynthesis was validated by real-time fluorescent quantitative PCR (qPCR) using RNA from six seed stages (70, 88, 106, 124, 142, and 160 DAF) in ‘Huazhong No. 10’. The qPCR analysis showed that expression of these 9 unigenes all changed significantly at 88 DAF. This study provides a large-scale transcriptome annotation of E. ulmoides, which is fundamental information for further characterizing gene functionals involved in the process of seed development.

Intrapleural or Intraperitoneal Lobaplatin for Treatment of Patients with Malignant Pleural Effusion or Ascites

Huang, Xin-En,Wei, Guo-Li,Huo, Jie-Ge,Wang, Xiao-Ning,Lu, Yan-Yan,Wu, Xue-Yan,Liu, Jin,Xiang, Jin,Feng, Ji-Feng Asian Pacific Journal of Cancer Prevention 2013 Asian Pacific journal of cancer prevention Vol.14 No.4

Aims: To explore efficacy and side effects of intrapleural or intraperitoneal lobaplatin for treating patients with malignant pleural or peritoneal effusions. Methods: Patients in Jiangsu Cancer Hospital and Research Institute with cytologically confirmed solid tumors complicated with malignant pleural effusion or ascites were enrolled into this study. Lobaplatin (20-30 $mg/m^2$) was intrapleurally or intraperitoneally infused for patients with malignant pleural effusion or ascites. Results: From 2012 to 2013, intrapleural or intraperitonea lobaplatin was administered for patients with colorectal or uterus cancer who were previous treated for malignant pleural effusion or ascites. Partial response was achieved for them. Main side effects were nausea/vomiting, and bone marrow suppression. No treatment related deaths occurred. Conclusion: Intrapleural or intraperitoneal infusion of lobaplatin is a safe treatment for patients with malignant pleural effusion or ascites, and the treatment efficacy is encouraging.

Development and Application of Three-Dimensional Bioprinting Scaffold in the Repair of Spinal Cord Injury

Lu Dezhi,Yang Yang,Zhang Pingping,Ma Zhenjiang,Li Wentao,Song Yan,Feng Haiyang,Yu Wenqiang,Ren Fuchao,Li Tao,Zeng Hong,Wang Jinwu 한국조직공학과 재생의학회 2022 조직공학과 재생의학 Vol.19 No.6

Spinal cord injury (SCI) is a disabling and destructive central nervous system injury that has not yet been successfully treated at this stage. Three-dimensional (3D) bioprinting has become a promising method to produce more biologically complex microstructures, which fabricate living neural constructs with anatomically accurate complex geometries and spatial distributions of neural stem cells, and this is critical in the treatment of SCI. With the development of 3D printing technology and the deepening of research, neural tissue engineering research using different printing methods, bio-inks, and cells to repair SCI has achieved certain results. Although satisfactory results have not yet been achieved, they have provided novel ideas for the clinical treatment of SCI. Considering the potential impact of 3D bioprinting technology on neural studies, this review focuses on 3D bioprinting methods widely used in SCI neural tissue engineering, and the latest technological applications of bioprinting of nerve tissues for the repair of SCI are discussed. In addition to introducing the recent progress, this work also describes the existing limitations and highlights emerging possibilities and future prospects in this field.

The Expression of Aldehyde Dehydrogenase Family in Breast Cancer

Yan Qiu,Tianjie Pu,Li Li,Fei Cheng,Changli Lu,Linyong Sun,Xiao Teng,Feng Ye,Hong Bu 한국유방암학회 2014 Journal of breast cancer Vol.17 No.1

Purpose: It is widely accepted that aldehyde dehydrogenase(ALDH) activity is a signature of breast cancer stem cells, andhigh activity has been reported to be associated with poor clinicaloutcome. The aim of this study was to assess the expressionof members of the ALDH family of isozymes in breast cancer tissuesand to evaluate the implications of the results. Methods: Weanalyzed paraffin-embedded tumor tissue from 160 patients withbreast cancer. Immunohistochemistry (IHC) staining was performedon the slides using antibodies against different ALDHfamily members. We collated the IHC results with patient clinicalcharacteristics and determined their prognostic value. In addition,we analyzed normal, hyperplastic, and carcinomatous tissues insitu to check their ALDH distributions. Results: All the testedALDH members were detected in the various tissue types, but atdifferent levels. Only ALDH 1A3 was found to be significantly associatedwith distant metastasis (p=0.001), disease-free survival(p<0.001), and overall survival (p<0.001). Conclusion: The levelof ALDH 1A3 in breast cancer tissue is a predictive marker of apoor clinical outcome.

Sonochemical synthesis of flower-like ZnO assembled by hollow cones toward water vapor permeability and water resistance enhancement of waterborne film

Yan Bao,Lu Gao,Caiping Feng,Jianzhong Ma,Wenbo Zhang,Chao Liu,Demetra Simion 한국공업화학회 2020 Journal of Industrial and Engineering Chemistry Vol.82 No.-

In this study,flower-like ZnO assembled by hollow cones (F-ZnO-HCs) were synthesized viasonochemical route and the related morphology and structure of product were characterized. Then,F-ZnO-HCs nanostructures were employed to polyacrylate and the effect of F-ZnO-HCs on the propertiesof waterbornefilms was investigated. Meanwhile, the morphological evolution of F-ZnO-HCs wasproposed and the superiority of F-ZnO-HCs on synchronously improving the water resistance and watervapor permeability of polyacrylatefilm was discussed. The results showed that F-ZnO-HCs possessed anaverage diameter of800 nm and a large specific surface area of 16.01 m2 g 1. Adjusting the watercontent and citric acid dosage, the morphology of ZnO transformed from F-ZnO-HCs to ZnOnanoparticles, F-ZnO-NSs, F-ZnO-SCs and F-ZnO-NRs. F-ZnO-HCs nanostructures asfillers not onlysignificantly enhance the stability of polyacrylate latex but also simultaneously improve the water vaporpermeability and water resistance of polyacrylatefilm. Moreover, compared with other morphologicalZnO, F-ZnO-HCs was the best for simultaneously improving the water resistance and water vaporpermeability of polyacrylatefilm. F-ZnO-HCs is an ideal candidate for resolving the contradiction of thewater resistance and water vapor permeability of waterbornefilms.

Panax ginseng and its ginsenosides: potential candidates for the prevention and treatment of chemotherapy-induced side effects

Yan Wan,Jing Wang,Jin-feng Xu,Fei Tang,Lu Chen,Yu-zhu Tan,Chao-long Rao,Hui Ao,Cheng Peng 고려인삼학회 2021 Journal of Ginseng Research Vol.45 No.6

Chemotherapy-induced side effects affect the quality of life and efficacy of treatment of cancer patients. Current approaches for treating the side effects of chemotherapy are poorly effective and may causenumerous harmful side effects. Therefore, developing new and effective drugs derived from natural nontoxiccompounds for the treatment of chemotherapy-induced side effects is necessary. Experimentsin vivo and in vitro indicate that Panax ginseng (PG) and its ginsenosides are undoubtedly non-toxic andeffective options for the treatment of chemotherapy-induced side effects, such as nephrotoxicity, hepatotoxicity,cardiotoxicity, immunotoxicity, and hematopoietic inhibition. The mechanism focus on antioxidation,anti-inflammation, and anti-apoptosis, as well as the modulation of signaling pathways, suchas nuclear factor erythroid-2 related factor 2 (Nrf2)/heme oxygenase-1 (HO-1), P62/keap1/Nrf2, c-jun Nterminalkinase (JNK)/P53/caspase 3, mitogen-activated protein kinase (MEK)/extracellular signalregulatedkinases (ERK), AMP-activated protein kinase (AMPK)/mammalian target of rapamycin(mTOR), mitogen-activated protein kinase kinase 4 (MKK4)/JNK, and phosphatidylinositol 3-kinase(PI3K)/AKT. Since a systemic review of the effect and mechanism of PG and its ginsenosides onchemotherapy-induced side effects has not yet been published, we provide a comprehensive summarizationwith this aim and shed light on the future research of PG.

Anti-tumor Effects of Penfluridol through Dysregulation of Cholesterol Homeostasis

Wu, Lu,Liu, Yan-Yang,Li, Zhi-Xi,Zhao, Qian,Wang, Xia,Yu, Yang,Wang, Yu-Yi,Wang, Yi-Qin,Luo, Feng Asian Pacific Journal of Cancer Prevention 2014 Asian Pacific journal of cancer prevention Vol.15 No.1

Background: Psychiatric patients appear to be at lower risk of cancer. Some antipsychotic drugs might have inhibitory effects on tumor growth, including penfluridol, a strong agent. To test this, we conducted a study to determine whether penfluridol exerts cytotoxic effects on tumor cells and, if so, to explore its anti-tumor mechanisms. Methods: Growth inhibition of mouse cancer cell lines by penfluridol was determined using the 3-(4, 5-dimethylthiazol-2-yl)-2, 5-diphenyltetrazolium bromide (MTT) assay. Cytotoxic activity was determined by clonogenic cell survival and trypan blue assays. Animal tumor models of these cancer cells were established and to evaluate penfluridol for its anti-tumor efficacy in vivo. Unesterified cholesterol in cancer cells was examined by filipin staining. Serum total cholesterol and tumor total cholesterol were detected using the cholesterol oxidase/p-aminophenazone (CHOD-PAP) method. Results: Penfluridol inhibited the proliferation of B16 melanoma (B16/F10), LL/2 lung carcinoma (LL/2), CT26 colon carcinoma (CT26) and 4T1 breast cancer (4T1) cells in vitro. In vivo penfluridol was particularly effective at inhibiting LL/2 lung tumor growth, and obviously prolonged the survival time of mice bearing LL/2 lung tumors implanted subcutaneously. Accumulated unesterified cholesterol was found in all of the cancer cells treated with penfluridol, and this effect was most evident in LL/2, 4T1 and CT26 cells. No significant difference in serum cholesterol levels was found between the normal saline-treated mice and the penfluridol-treated mice. However, a dose-dependent decrease of total cholesterol in tumor tissues was observed in penfluridol-treated mice, which was most evident in B16/F10-, LL/2-, and 4T1-tumor-bearing mice. Conclusion: Our results suggested that penfluridol is not only cytotoxic to cancer cells in vitro but can also inhibit tumor growth in vivo. Dysregulation of cholesterol homeostasis by penfluridol may be involved in its anti-tumor mechanisms.

Intersubband Transitions in Nonpolar GaN-based Resonant Phonon Depopulation Multiple-Quantum Wells for Terahertz Emissions

Ya-Feng Song,Xiong-Xiong Kong,Wei-Bin Tang,Zhong-Qiang Suo,Huan Zhang,Chen-Yang Li,Qian Jia,Cai-Xia Xue,Yan-Wu Lu,Chao-Pu Yang 한국물리학회 2019 THE JOURNAL OF THE KOREAN PHYSICAL SOCIETY Vol.74 No.11

We investigate the polarization effect in intersubband transitions in polar and nonpolar GaN-based multiple-quantum well (MQW) structures for terahertz (THz) emissions by using systematic comparisons and design a nonpolar GaN/Al$_{0.2}$Ga$_{0.8}$N two-well-based MQW structure with an emitting photon of 7.27 THz (30.07 meV). Its lower energy separation (92.7 meV) matches the resonant phonon depopulation condition for better population inversion. It shows a lower threshold current density $J\rm_{th}$ at all temperatures (1.548 kA/cm$^2$ at 90 K) and a higher output power of up to 86.1 mW at 5.8 K and 33.6 mW at 100 K. Our results for the polar GaN MQW are very close to the experimental data in the literature. We find that the $J\rm_{th}$ of the nonpolar GaN MQW increases more slowly than that of the polar GaN MQW as temperature increases, indicating the nonpolar GaN MQW may be a worth-trying direction for improving the operation temperature. These results can provide meaningful references for the design and fabrication of nonpolar GaN-based THz MQW or quantum cascade structures.