Deep neural network technique for automated detection of ADHD and CD using ECG signal by Loh, Hui Wen, Ooi, Chui Ping, Oh, Shu Lih, Barua, Prabal Datta, Tan, Yi Ren, Molinari, Filippo, March, Sonja, Acharya, U. Rajendra, Fung, Daniel Shuen Sheng

“…Methods: The dataset used in this study consist of ECG data collected from 45 ADHD, 62 ADHD+CD, and 16 CD patients at the Child Guidance Clinic in Singapore. The ECG data were segmented into 2 s epochs and directly used to train our 1-dimensional (1D) convolutional neural network (CNN) model. …”
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A multi-scale attributes attention model for transport mode identification by Jiang, Guiyuan, Lam, Siew-Kei, He, Peilan, Ou, Changhai, Ai, Dihao

“…The MSAA model relies on Convolutional Neural Network (CNN) to capture the spatial correlation of different trajectory segments, and utilizes attention mechanism to select the most suitable local attributes on the different trajectory scales that can effectively characterize the various transport modes. …”
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Human detection and tracking in surveillance videos by Wang, Bing

“…The thesis aims to improve the state-of-the-art performance in human detection and tracking by studying the human detectors, extended tracking of track segments (tracklets) generated from short term tracking of detection responses. …”
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Analysis and design of curved steel beam member in elevation using Eurocode 3 by Yandarmadi, Kelvin

“…In the first part of the study, the obtained result based on the formula produced from the equilibrium equation is compared with the design software analysis and multiple numbers of linear segments hand calculation with similar dimension and load acting on the beam member. …”
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Investigation of ion transport and electrochemical performance of fluorinated and lithiated gel polymer electrolytes for lithium ion batteries by Shubha Nageswaran

“…The effect of reduced ionic coupling, increased lithium ion dissociation and increased chain segmental motion on the ion transporting abilities of the P(VdF-co-HFP) GPE and PSSLi gel was systematically studied. …”
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Sustaining antimicrobial stewardship in a high-antibiotic resistance setting by Ng, Tat Ming, Heng, Shi Thong, Chua, Boon Hou, Ang, Li Wei, Tan, Sock Hoon, Tay, Hui Lin, Yap, Min Yi, Quek, Jason, Teng, Christine B., Young, Barnaby Edward, Lin, Ray, Ang, Brenda, Lee, Tau Hong, Lye, David C.

“…Design, Setting, and Participants: This cohort study used an interrupted time series with segmented regression analysis of data from January 2007 to December 2018. …”
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Low-power high-performance SAR ADC with redundancy and digital error-correction by Sharma, Sunny

“…The demands for data converters have soared in the last decade with the boom in consumer electronics, smart devices, autonomous vehicles, and automotive segments. The current trend among Nyquist-rate data converters, for example successive approximation register (SAR) analog-to-digital converters (ADC), tends towards high speeds and medium-to-high resolution. …”
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Visualization of engine design, simulation and optimization by Wang, Yan Chao

“…Starting from a new distance function and neighborhood relationship between sites, we divide the space by axis-aligned segments. Then a sweepline+skyline based heuristic algorithm is proposed to allocate the partitioned spaces to form an orthogonal Voronoi diagram with orthogonal rectangles. …”
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Synthesizing photorealistic images with deep generative learning by Zheng, Chuanxia

“…To achieve this goal, a new pipeline is presented that interleaves the two tasks of instance segmentation and scene completion through multiple iterations, solving for objects in a layer-by-layer manner. …”
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Discrete differential geometry driven methods for architectural geometry by Yao, Sidan

“…We then trace integral curves with a rounding strategy to encourage them to go through mesh vertices, which can effectively reduce the number of short segments. Finally, we partition the triangle mesh along the integral curves to extract the quadrilateral patches. …”
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Vitamin D3 and carbamazepine protect against Clostridioides difficile infection in mice by restoring macrophage lysosome acidification by Chan, Hung, Li, Qing, Wang, Xiansong, Liu, Wing Yingzhi, Hu, Wei, Zeng, Judeng, Xie, Chuan, Kwong, Thomas Ngai Yeung, Ho, Idy Hiu Ting, Liu, Xiaodong, Chen, Huarong, Yu, Jun, Ko, Ho, Chan, Raphael Chiu Yeung, Ip, Margaret, Gin, Tony, Cheng, Alfred Sze Lok, Zhang, Lin, Chan, Matthew Tak Vai, Wong, Sunny Hei, Wu, William Ka Kei

“…In mice, gavage with TcdB-hyperproducing C. difficile or injection of TcdB into ligated colon segments caused prominent MITF downregulation in macrophages. …”
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Genetic and molecular characterisation of non-tissue culture adapted influenza B viruses detected in Singapore between 2004-2009 by Muhammad Raihan Jumat

“…Only one specimen had both these gene segments from the Yamagata lineage. This finding has resulted in us determining several vaccine mismatches over the six years in focus. …”
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Studies on the assessment of abdominal aortic aneurysm rupture risk by Canchi, Tejas

“…This was done using a combination of in-house segmentation codes and commercial finite element analysis (FEA) software. …”
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Security for automotive electrical/electronic (E/E) architectures by Mundhenk, Philipp

“…These internal networks consist of specialized automotive components, are often not sufficiently segmented or secured, and messages are transmitted unencrypted. …”
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Towards robust sensing and recognition : from statistical learning to transfer learning by Yang, Jianfei

“…These algorithms can be further applied to improving the generalization abilities of deep models for WiFi-based sensing and visual sensing including object recognition, object detection, sentiment segmentation and person re-identification.…”
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