Learning-based parallel acceleration for HaplotypeCaller by Xiangxing Lai, Minguang Xiao, Lingling Weng, Zhiguang Chen

“…This paper introduces a learning-based framework LPA (learning-based parallel acceleration), leveraging model to accurately predict the computational complexity of data. …”
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Construction of parallel one-dimensional interpolators in C++ by F. V. Abilova, M. V. Abilov, E. V. Selimkhanov

“…The Lagrange interpolation method and parallel computing using OpenMP and SIMD are also used to improve efficiency. …”
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Big Data Deep Learning: Challenges and Perspectives by Xue-Wen Chen, Xiaotong Lin

Subjects: “…Classifier design and evaluation…”
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Evaluating bovine tuberculosis risk communication materials in Michigan and Minnesota for severity, susceptibility, and efficacy messages by Bret A. Muter, Meredith L. Gore, Shawn J. Riley, Maria K. Lapinski

“…To this end, we analyzed the content of 41 print and electronic TB risk communication materials (e.g., brochures, handouts, websites) available to stakeholders in Michigan and Minnesota, USA, during April 2010 to 1) describe and compare the materials; 2) make data‐based recommendations to improve existing messages; and 3) highlight the ability of the extended parallel process model (EPPM), a well‐known health communication theory, to serve as a framework for evaluation of wildlife disease issues. …”
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A Phase 2, Multi-Center, Randomized, Double-Blind, Parallel-Group Trial to Evaluate the Efficacy and Safety of CKD-495 in Patients With Acute and Chronic Gastritis by Su Hyun Park, Oh Young Lee, Yong Chan Lee, Kyung Sik Park, Jong Jae Park, Moo In Park, Geun Am Song, Dong Ho Lee, Hyunsoo Jung, Sung Kook Kim, Tae Nyeun Kim, Suck-Chei Choi, Sam Ryong Jee, Jong Sun Rew, Soo Teik Lee, Eun Kwang Choi, Gwang Ho Baik, Shin Jung Park

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Systematic evaluation of the adsorption of organic vapors onto a miniaturized cartridge device using breakthrough tests in parallel experiment with a full size respirator cartridge by Florence Janvier, Ludovic Tuduri, Daniel Cossement, Daniel Drolet, Jaime Lara

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Arabic paraphrased parallel synthetic datasetGitHub by Noora Al-shameri, Hend Al-Khalifa

“…The Arabic paraphrased parallel dataset plays a crucial role in advancing NLP and other language-related applications by leveraging data from diverse sources and expanding it through data augmentation techniques. …”
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A Cartesian Parallel Mechanism for Initial Sonography Training by Mykhailo Riabtsev, Jean-Michel Guilhem, Victor Petuya, Mónica Urizar, Med Amine Laribi

“…This paper presents the development and analysis of a novel 6-DOF Cartesian parallel mechanism intended for use as a haptic device for initial sonography training. …”
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ENCRYPTION OF IMAGES ON THE BASIS OF CHAOTIC MAPPING AND PARALLEL COMPUTING by A. V. Sidorenko, M. S. Shishko

“…The chaos-based image encryption algorithm using parallel computing is described. To reduce the amount of encrypted data the wavelet-based compression is used. …”
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A study of pipeline parallelism in deep neural networks by Gabriel Núñez, Hairol Romero-Sandí, Elvis Rojas, Esteban Meneses

“…We analyze important aspects of these libraries such as their implementation and features. In addition, we evaluated them experimentally, carrying out parallel trainings and taking into account aspects such as the number of stages in the training pipeline and the type of balance. …”
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Occam-pi for Programming of Massively Parallel Reconfigurable Architectures by Zain-ul-Abdin, Bertil Svensson

“…Massively parallel reconfigurable architectures, which offer massive parallelism coupled with the capability of undergoing run-time reconfiguration, are gaining attention in order to meet the increased computational demands of high-performance embedded systems. …”
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On the Minimum Cable Tensions for the Cable-Based Parallel Robots by Peng Liu, Yuanying Qiu, Yu Su, Jiantao Chang

“…An important thing is that the three performance indices can be used to evaluate the stability of the cable-based parallel robots. …”
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Acute Appendicitis: Clinical Laboratory, Laparoscopic, Pathomorphological Parallels by Sh. V. Timerbulatov, V. M. Timerbulatov, R V. Sagitov, D. I. Mekhdiev, R. M. Sakhautdinov

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Evaluating the Efficacy and Safety of 48-Week Low-Dose Dienogest Administration in Patients With Dysmenorrhea Caused by Endometriosis: Protocol for a Randomized, Open-Label, Parallel-Group Trial by Kyoko Kikuno, Ryuta Asada, Takuma Ishihara, Yoshimasa Bomoto, Saki Murase, Yoko Ueda, Tomomi Shiga, Yoh Hayasaki, Tatsuro Furui, Satoko Matsuzaki, Masahiko Takemura, Kazutoshi Matsunami, Makoto Kubo, Naoki Ito, Masanori Isobe, Ken-ichirou Morishige

“…MethodsThis randomized, open-label, parallel-group, dose-comparison, multicenter trial follows the SPIRIT (Standard Protocol Items: Recommendations for Interventional Trials) 2013 guidelines and is conducted at 6 centers in Japan. …”
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Evaluation of a transdiagnostic mental health intervention in German primary care: study protocol for a parallel-group, two-arm, cluster randomised controlled pilot study by Christopher Ebert, Marie Vogel, Jochen Gensichen, Hanna Reif, Lena Grögor, Lukas Junker, Thomas Ehring, Alkomiet Hasan, Stefan Leucht, Kirsten Lochbühler, for the POKAL-Group

“…Thus, a transdiagnostic intervention adapted from the Unified Protocol for Transdiagnostic Treatment of Emotional Disorders was developed specifically for primary care. In a parallel-group, two-arm, cluster randomised controlled pilot study, the transdiagnostic intervention will be evaluated for feasibility, acceptability and potential effectiveness in German primary care. …”
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An exploratory, open-label, parallel group, randomised controlled trial evaluating the effect of gene based nutritional intervention in type 2 diabetes: The protocol for NUDGE clinical trial by Savitesh Kushwaha, Poonam Khanna, Sanjay Kumar Bhadada, Vivek Sagar, Pramod Kumar Gupta, Jarnail Singh Thakur, Madhu Gupta, Rachana Srivastava

“…Statistical analyses will evaluate gene-diet interactions and adherence to dietary plans. …”
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<scp>Multi</scp> 3 <scp>WOZ</scp>: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems by Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulić, Anna Korhonen

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A parallel-group controlled clinical study to evaluate the efficacy of self-family-environment empowerment diet management intervention in improving outcomes for pregnant women with gestational diabetes mellitus by Ji Jing, Yina Liu

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Research on Wireless Multipath Train-ground Parallel Transmission System by HE Peng, LI Hui

“…This paper presented a method for train-ground parallel transmission through multiple wireless links, and conducted actual test deployment in a locomotive depot. …”
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Research on Input Scheme Selection of a Novel Parallel Mechanism by Yajun Chen, Yongbin Li, Dong Yang, Tiejun Li

“…Finally, the motion stability of each actuator is evaluated, and the best scheme is selected. The results show that the best input scheme can be selected according to different trajectories, so as to improve the performance of the parallel mechanism. …”
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