Automatic Translation Between Kreol Morisien and English Using the Marian Machine Translation Framework by Zaheenah Beebee Jameela Boodeea, Sameerchand Pudaruth, Nitish Chooramun, Aneerav Sukhoo

“…Thus, a dataset consisting of 50,000 parallel Kreol Morisien and English sentences was created, where 48,000 sentence pairs were used to train the models, while 1000 sentences were used for evaluation and another 1000 sentences were used for testing. …”
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Identification of miRnas with possible prognostic roles for HAM/TSP by Daniela Raguer Valadão de Souza, Rodrigo Pessôa, Youko Nukui, Juliana Pereira, Rosa Nascimento Marcusso, Augusto César Penalva de Oliveira, Jorge Casseb, Alberto José da Silva Duarte, Patricia Bianca Clissa, Sabri Saeed Sanabani

“…To the best of our knowledge, this study is the first to demonstrate evaluates sRNAs in HTLV-1 patients with HAM/TSP.…”
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Convergent parallel mixed-methods study to understand the impact of decision-making for congenital cardiac surgery patients at a tertiary paediatric hospital: a study protocol by Patricia Trbovich, Mark Fan, Azadeh Assadi, Osami Honjo, Sonia Pinkney, Leyi Yin, Yasmin Zahiri, Mjaye Mazwi

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CPFT-MOSA: A Comprehensive Parallel Fault-Tolerant Multi-Objective Simulated Annealing Framework for UAV-Assisted Edge Computing in Smart City Traffic Management by Ahmed Shamil Mustafa, Salman Yussof, Nurul Asyikin Mohamed Radzi

“…The proposed method decouples YOLO-based object detection tasks into several parallel modules within each UAV processing block and implements a dynamic resource management mechanism to balance processing efficacy and reliability. …”
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Efficacy and Safety of Electroacupuncture Through Nerve Stimulation in Patients With Anxiety Disorders: Protocol for a Randomized, Assessor-Blind, Three-Arm, Parallel-Group Clinica... by In Chul Jung, Dong-Hoon Kang, Sunyoung Choi, Yujin Choi, Ojin Kwon, Hye Jeong Kook, Daeun Lee, Yang-Chun Park, Jieun Kim

“…MethodsThis study is a randomized, assessor-blind, three-arm, parallel-group clinical trial comprising the PC6 electroacupuncture group, TF4 electroacupuncture group, and a control group. …”
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To High Redshift and Low Mass: Exploring the Emergence of Quenched Galaxies and Their Environments at 3 < z < 6 in the Ultra-deep JADES MIRI F770W Parallel by Stacey Alberts, Christina C. Williams, Jakob M. Helton, Katherine A. Suess, Zhiyuan Ji, Irene Shivaei, Jianwei Lyu, George Rieke, William M. Baker, Nina Bonaventura, Andrew J. Bunker, Stefano Carniani, Stephane Charlot, Emma Curtis-Lake, Francesco D’Eugenio, Daniel J. Eisenstein, Anna de Graaff, Kevin N. Hainline, Ryan Hausen, Benjamin D. Johnson, Roberto Maiolino, Eleonora Parlanti, Marcia J. Rieke, Brant E. Robertson, Yang Sun, Sandro Tacchella, Christopher N. A. Willmer, Chris J. Willott

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Effectiveness of photobiomodulation therapy on pain intensity in postpartum women with nipple or perineal trauma: protocol for a multicentre, double-blinded, parallel-group, random... by Fernanda G Surita, Edna Jéssica Lima Gondim, Simony Lira Nascimento, Maria Victória Candida Gaitero, Ticiana Aparecida Alves de Mira, Andrea de Vasconcelos Gonçalves

“…Secondary objectives are to evaluate the effect on tissue healing and the women’s satisfaction.Methods and analysis A double-blind, multicentre, parallel-group, randomised controlled trial will be performed in two public referral maternity hospitals in Brazil with 120 participants, divided into two arms: 60 participants in the nipple trauma arm and 60 participants in the perineal trauma arm. …”
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Effects of passive blood-flow-restriction and electromyostimulation on ICU-acquired weakness (ICUAW): a study protocol for a randomized-controlled, parallel-group clinical trial by Alexander Franz, Katharina Friederike Wolf, Julika Behrens, Björn Koos, Michael Adamzik, Stefan Felix Ehrentraut

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Remote ischaemic conditioning for efficacy in patients with aneurysmal subarachnoid haemorrhage (REPAIR): protocol for a multicentre, randomised, double-blind, sham-controlled, par... by Yunjian Yin, Xunming Ji, Aihua Liu, Xin Feng, Hao Niu, Lan Liu, Wenbo Zhao, Tonghu Jin, Liuyu Xu, David C Hess

“…However, the neuroprotective effect of RIC on subarachnoid haemorrhage is still lacking convincing evidence and deserves further study.Aim To explore the efficacy and safety of RIC for aneurysmal subarachnoid haemorrhage.Methods and analysis An investigator-initiated, multicentre, randomised, double-blind, sham-controlled, parallel-group trial to evaluate the effect of RIC intervention compared to sham RIC intervention for the neurological function improvement of patients with aneurysmal subarachnoid haemorrhage.Ethics and dissemination The protocol was approved by the IRB of Beijing Tiantan Hospital, Capital Medical University (KY2024-080-03). …”
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A Randomised, Double-Blinded, Placebo-Controlled, Parallel Study of Vitamin D3 Supplementation with Different Schemes Based on Multiples of 25,000 IU Doses by Etienne Cavalier, Werner Faché, Jean-Claude Souberbielle

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Automated Models for Predicting Software Defects in Hybrid Message Passing Interface (MPI) and Open Multi-Processing (OpenMP) Parallel Programs Using Deep Learning by Amani Saad Althiban, Hajar M. Alharbi, Lama A. Al Khuzayem, Fathy Elbouraey Eassa

“…Hybrid Message Passing Interface (MPI) and Open Multi-Processing (OpenMP) parallel programs are pivotal for scalability and efficiency in high-performance computing (HPC), especially as systems approach exa-scale operations. …”
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Intraoperative low-dose esketamine on postoperative quality of recovery in patients undergoing open gynecologic surgery: a double-blinded, parallel-group, placebo- controlled trial by Zhi-Yu Geng, Yan Zhang, Xin Yan, Jun Hu, Ran Cui, Lin-Lin Song, Hui-Cheng Song

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Synthesis of MR fingerprinting information from magnitude-only MR imaging data using a parallelized, multi network U-Net convolutional neural network by Kiaran P. McGee, Yi Sui, Robert J. Witte, Ananya Panda, Norbert G. Campeau, Thomaz R. Mostardeiro, Nahil Sobh, Umberto Ravaioli, Shuyue (Lucia) Zhang, Kianoush Falahkheirkhah, Nicholas B. Larson, Christopher G. Schwarz, Jeffrey L. Gunter

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Efficacy of shared decision making in tobacco cessation among health facilities of Haryana, India – A double blinded, parallel group Randomized Controlled trial Protocol by Pranav Kshtriya, Sonu Goel, Abhishek Ghosh

“…Methods: 1) Design: a two-arm parallel group randomized controlled trial (RCT) 2) Setting: Three selected government health centers of Haryana, India. 3) Participants: 596 tobacco users aged ≥18 visiting the outpatient department/Tobacco cessation centers (TCC) of selected health centers. 4) Intervention and Comparator: The intervention group will receive shared decision process for prescribing pharmacotherapy (Nicotine replacement therapy, Bupropion) using specially designed decision aid based on three-talk model for tobacco cessation, while the control group will get standard care. 5) Measurements: Primary outcomes include urinary cotinine analysis for evaluating 7-day point prevalence abstinence. …”
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Low-Dose Sirolimus Immunoregulation Therapy in Patients with Active Rheumatoid Arthritis: A 24-Week Follow-Up of the Randomized, Open-Label, Parallel-Controlled Trial by Hong-Yan Wen, Jia Wang, Sheng-Xiao Zhang, Jing Luo, Xiang-Cong Zhao, Chen Zhang, Cai-Hong Wang, Fang-Yuan Hu, Xiao-Juan Zheng, Ting Cheng, Hong-Qing Niu, Guang-Ying Liu, Wen-Xian Yang, Na-Na Yu, Jin-Li Ru, Qi-Xiang Chen, Xue-Chun Lu, Pei-Feng He, Chong Gao, Xiao-Feng Li

“…In this nonblinded and parallel-group trial, we randomly assigned 62 patients to receive conventional glucocorticoids and immunosuppressants with or without sirolimus at a dosage of 0.5 mg on alternate days for 24 weeks in a 2 : 1 ratio. …”
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Multicentre, randomised, double-blind, parallel controlled trial to investigate timing of platelet inhibition after coronary artery bypass grafting: TOP-CABG trial study by Yang Wang, Lihua Zhang, Shengshou Hu, Kai Chen, Xin Yuan, Qing Chu, Yingli Zheng

“…Patients, treating physicians and investigators will be blinded to allocation. Patients are evaluated at one, three, six, nine and twelve months post-operatively through an outpatient hospital visit. …”
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Efficacy of a Personalized mHealth App in Improving Micronutrient Supplement Use Among Pregnant Women in Karachi, Pakistan: Parallel-Group Randomized Controlled Trial by Khadija Vadsaria, Rozina Nuruddin, Nuruddin Mohammed, Iqbal Azam, Saleem Sayani

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Study of Cases of Bacteremia with Gram-Negative Pathogens with Multiple and Extreme Antibiotic Resistance in Real Clinical Practice by M. V. Zhuravleva, B. A. Rodionov, M. A. Lysenko, S. V. Yakovlev, S. S. Andreev, N. N. Ilyukhina, A. B. Prokofiev

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A Tile-Based Multi-Core Hardware Architecture for Lossless Image Compression and Decompression by Xufeng Li, Li Zhou, Yan Zhu

“…A multi-core system architecture is introduced, utilizing the processing system (PS) and programmable logic (PL) of a Xilinx Zynq-706 evaluation board. The PS handles coordination. The PL performs compression and decompression using multiple cores. …”
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Validation of deep-learning accelerated quantitative susceptibility mapping for deep brain nuclei by Ying Zhou, Ying Zhou, Lingyun Liu, Shan Xu, Yongquan Ye, Ruiting Zhang, Minming Zhang, Jianzhong Sun, Peiyu Huang

“…PurposeTo test the feasibility and consistency of a deep-learning (DL) accelerated QSM method for deep brain nuclei evaluation.MethodsParticipants were scanned with both parallel imaging (PI)-QSM and DL-QSM methods. …”
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