Investigating the Quality of DermaMNIST and Fitzpatrick17k Dermatological Image Datasets by Kumar Abhishek, Aditi Jain, Ghassan Hamarneh

“…Besides ensuring the reproducibility of our analysis, by making our analysis pipeline and the accompanying code publicly available, we aim to encourage similar explorations and to facilitate the identification and addressing of potential data quality issues in other large datasets.…”
Get full text

Development and Application of Analogous Materials for Fluid-Solid Coupling Physical Model Test by Mingyang Ren, Xiangjie Yin, Ningjing Li, Xuyang Wu, Heng Liu

Get full text

Design and implementation of mobile video service quality analysis system by Gang ZHAO

“…Customer perception of mobile video service not only depends on the quality of the network,but also depends on the role of “end,pipeline,cloud,platform”.It is urgent to change the quality assurance mechanism based on the network itself to the end-to-end horizontal integration of customer perception.To solve these problems,the design and implementation of a mobile video service quality analysis system was introduced.The analysis model was established from service,flow direction,area,network element,community and terminal in order to analyze the data source in each part of the mobile video service; key KQI and changing trend of video services was presented,constant performance monitoring was carried out; the problem was found from the users’ perspective,trend analysis of performance deterioration,cause analysis of performance deterioration; automatic or manual processing of the identified problems by distribution work order was carried out,the problems were solved by antomatically or manual dispatch,closed-loop management mechanism was established.This system could improve the management level of mobile video service quality and reduce the cost notably significantly.The framework of the system and the realization of main function part was introduced in detail,and examples of system applications were described.…”
Get full text

A Comparative Study of Supervised and Self-Supervised Denoising Techniques for Defect Segmentation in Industrial CT Imaging by Virginia Florian, Jiayang Shi, Willem Jan Palestijn, Daniël M. Pelt, K. Joost Batenburg, Thomas Lang, Christoph Heinzl, Christian Kretzer, Stefan Kasperl, Dominik Wolfschläger, Robert H. Schmitt

“…In this work, three state-of-the-art denoising techniques, namely BM3D, a supervised UNet and Noise2Inverse are compared with a novel approach based on a set of CNNs applied at different stages of the CT data acquisition pipeline. The comparison is done regarding the capabilities of the methods in terms of image quality enhancement as a preprocessing step in CT-based data analysis before performing defect segmentation. …”
Get full text

NEW DESIGN METHOD FOR MAIN-AUXILIARY MODEL CONSTANT SPRINF SUPPORT HANGER by XING QingGuo, YANG LuLu, GANG XianYue, CHU ZhenMei

“…The constant spring support hanger is usually used for supporting the conveying pipeline and it can abstain additional stress when the conveying pipe had vertical displacement. …”
Get full text

Drug screening for ischemic stroke using larvae and adult zebrafish model: a review by Ni Made Dwi Mara Widyani Nayaka, I Ketut Adnyana, Kusnandar Anggadiredja, Indra Wibowo

“…Zebrafish as one of the animal models has its advantages and currently is being developed to be incorporated into the drug discovery pipeline of IS. This review explores the latest applications of the zebrafish model in screening potential therapeutic agents for IS. …”
Get full text

NUMERICAL SIMULATION STUDYONDRAGREDUCTIONTECHNOLOGYOF NON-SMOOTHSURFACEOF PIT by KUAI ChuTing, WANG WeiQiang, WU YuLiang, WANG Bo, Du ShengNan, WANG GuoFu

“…For pipeline transportation,it is very important to reduce the transportation resistance consumption. …”
Get full text

Effects of Fly Ash and Chemical Admixtures on the Rheological Properties of High-Concentration Full-Tailing Filling Slurry by Fulin Wang, Faguang Yang, Zhengping Yuan, Shijiao Yang

“…Good fluidity is the precondition to ensure the pipeline transportation of the filling slurry. The admixture in the filling slurry will affect the rheological properties of the slurry. …”
Get full text

Recent Updates on Induced Pluripotent Stem Cells in Hematological Disorders by Methichit Wattanapanitch

“…So far, many iPSC-derived disease models have led to the discovery of novel pathological mechanisms as well as new drugs in the pipeline that have been tested in the iPSC-derived cells for efficacy and potential toxicities. …”
Get full text

FPGA multi-unit parallel optimization and implementation of post-quantum cryptography CRYSTALS-Kyber by Bin LI, Xiaojie CHEN, Feng FENG, Qinglei ZHOU

“…In lattice-based post-quantum cryptography, polynomial multiplication is complicated and time-consuming.In order to improve the computational efficiency of lattice cryptography in practical applications, an FPGA multi-unit parallel optimization and implementation of post-quantum cryptography CRYSTALS-Kyber was proposed.Firstly, the flow of Kyber algorithm was described and the execution of NTT, INTT and CWM were analyzed.Secondly, the overall structure of FPGA was given, the butterfly arithmetic unit was designed by pipeline technology, and the Barrett modulus reduction and CWM scheduling optimization were used to improve the calculation efficiency.At the same time, 32 butterfly arithmetic units were executed in parallel, which shortens the overall calculation cycle.Finally, the multi-RAM channel was optimized to improve the memory access efficiency with alternate data access control and RAM resource reuse.In addition, with the loosely coupled architecture, the overall operation scheduling was realized by DMA communication.The experimental results and analysis show that the proposed scheme implemented can complete NTT, INTT and CWM operations within 44, 49, and 163 clock cycles, which is superior to other schemes and has high energy efficiency ratio.…”
Get full text

Study on Numerical Simulation of Geometric Elements of Blasting Funnel Based on PFC5.0 by Wenle Gao, Zehua Zhang, Baojie Li, Kunpeng Li

Get full text

Experimental Investigation of Biogas Reforming in Gliding Arc Plasma Reactors by P. Thanompongchart, N. Tippayawong

“…Its utilization is restricted to vicinity of farm areas, unless pipeline networks or compression facilities are established. …”
Get full text

Blood proteomics and multimodal risk profiling of human volunteers after incision injury: A translational study for advancing personalized pain management after surgery by Daniel Segelcke, Julia R. Sondermann, Christin Kappert, Bruno Pradier, Dennis Görlich, Manfred Fobker, Jan Vollert, Peter K. Zahn, Manuela Schmidt, Esther M. Pogatzki-Zahn

“…Taken together, we present here an integrated pipeline that harnesses bio-psycho-physiological data for prognostic prediction in a translational approach. …”
Get full text

Analisis dan Perancangan Aplikasi Chatbot Menggunakan Framework Rasa dan Sistem Informasi Pemeliharaan Aplikasi (Studi Kasus: Chatbot Penerimaan Mahasiswa Baru Politeknik Astra) by Laksmi Anindyati

“…Hasil dari penelitian ini adalah kebutuhan sistem yang direpresentasikan pada use case diagram dan flowchart lalu pemilihan pipeline NLU untuk chatbot, arsitektur sistem, perancangan database dalam bentuk physical data model, dan perancangan desain antarmuka (mockup) sistem penunjang chatbot framework RASA.   …”
Get full text

Providing Web Archive News Articles as Corpus Data by Jon Carlstedt Tønnessen, Magnus Breder Birkenes

“…Developing the warc2corpus pipeline, we detail the processes for extracting natural language from WARC files, curating content, and enhancing metadata for analytical purposes. …”
Get full text

DNA Methylation and Chromatin Remodeling: The Blueprint of Cancer Epigenetics by Dipanjan Bhattacharjee, Smita Shenoy, Kurady Laxminarayana Bairy

“…Further, we have attempted to take stock of the new epigenetic drugs that have emerged onto the market as well as those in the pipeline that offer hope in mankind’s fight against cancer.…”
Get full text

Computer Vision-Based Framework for Data Extraction From Heterogeneous Financial Tables: A Comprehensive Approach to Unlocking Financial Insights by Iftakhar Ali Khandokar, Priya Deshpande

“…We divided the task into four modules and generated synthesized data with different augmentation techniques to overcome data scarcity challenges and boost the performance of the pipeline modules. In terms of information extraction, the proposed method acquired 85% accuracy in the target invoice dataset.…”
Get full text

Autonomous Robotic Manipulation: Real-Time, Deep-Learning Approach for Grasping of Unknown Objects by Malak H. Sayour, Sharbel E. Kozhaya, Samer S. Saab

“…This paper presents a full grasping pipeline proposing a real-time data-driven deep-learning approach for robotic grasping of unknown objects using MATLAB and convolutional neural networks. …”
Get full text

Application of AOO and catalytic ozonation process in the treatment of coking wastewater in cold regions by ZHAO Guohua, LIU Wei, LI Jingxu

“…The relevant designs of equipment insulation, pipeline venting and insulation, and structural insulation were summarized. …”
Get full text

Optimized molecule detection in localization microscopy with selected false positive probability by Miroslav Hekrdla, David Roesel, Niklas Hansen, Soumya Frederick, Khalilullah Umar, Vladimíra Petráková

“…False positive detections, which are not quantitatively controlled in current methods, are a source of artifacts that affect the entire SMLM analysis pipeline. Furthermore, current methods lack standardization, which hinders reproducibility. …”
Get full text