Clinical Decision Support Using Speech Signal Analysis: Systematic Scoping Review of Neurological Disorders by Upeka De Silva, Samaneh Madanian, Sharon Olsen, John Michael Templeton, Christian Poellabauer, Sandra L Schneider, Ajit Narayanan, Rahmina Rubaiat

“…From these tasks, conventional speech features (such as fundamental frequency, jitter, and shimmer), advanced digital signal processing–based speech features (such as wavelet transformation–based features), and spectrograms in the form of audio images were analyzed. Traditional machine learning and deep learning approaches were used to build predictive models, whereas statistical analysis assessed variable relationships and reliability of speech features. …”
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Acceptance of artificial intelligence clinical assistant decision support system to prevent and control venous thromboembolism among healthcare workers: an extend Unified Theory of... by Jingxian Wang, Yun Zhou, Yun Zhou, Kai Tan, Zhigang Yu, You Li

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Modelling Hysteresis in Shape Memory Alloys Using LSTM Recurrent Neural Network by Mohammad Reza Zakerzadeh, Seyedkeivan Naseri, Payam Naseri

“…There are major drawbacks with modelling hysteresis with NNs that do not account for historical behavior. Traditional NNs, characterized by a one-to-one mapping, struggle to capture hysteresis loops wherein system behavior varies during loading and unloading cycles. …”
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Development and experimental validation of dephosphorylation-related biomarkers to assess prognosis and immunotherapeutic response in gliomas by Hui Tang, Xuping Yang, Xuping Yang, Guoqian Li, Ke Peng, Yang Sun, Longyang Jiang, Longyang Jiang, Yilan Huang, Yilan Huang

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Different modifications of minimally invasive osteosynthesis in pilon fractures: comparative study results by Boris A. Maiorov, Igor G. Belen’kiy, Gennadii D. Sergeev, Kamoliddin K. Gadoev, Mariya A. Sergeeva

“…Aim of the study — to test the hypothesis regarding the clinical advantages of multicolumn fixation for comminuted pilon fractures over traditional single-column fixation. Methods. The study enrolled 55 patients with extra- and intraarticular fractures of the distal tibia and fibula, all of whom underwent minimally invasive osteosynthesis. …”
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Mobile health in communication disorders: willingness to use, attitude, advantages, and challenges from the perspective of patients by Taleb Khodaveisi, Hamid Bouraghi, Soheila Saeedi, Marjan Ghazisaeedi, Mohammad-Sadegh Seifpanahi, Shokofeh Ahsanifar, Sara Vafaeeyan

“…Integrating both m-Health and traditional methods can optimize speech therapy outcomes. …”
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Exploring the Anti-depression Mechanism of Polygonatum ordoratum Based on GEO Database Combined with Network Pharmacology and Molecular Docking Technology by Zhenxu JIANG, Chaoxing WANG, Yuliang WANG, Hong ZHAO, Yu SHEN, Shiqing SUN, Yongzhe MA, Mingming SONG, Yu ZHANG

“…Objective: This study aims to identify the potential targets and signaling pathways of the rhizome of Polygonatum odoratum (Yuzhu in traditional Chinese medicine) in the treatment of depression, through bioinformatics and network pharmacology, and to preliminarily explore its efficacy through PC12 cell experiments. …”
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A Framework for Analyzing Absorptive Capacity Using Social Network Analysis (Case Study: Sharif University Innovation Ecosystem) by Mahdi Mohammadi, Mahdi Elyasi, Azadeh Savehshemshaki

“…Although the analysis of absorptive capacity has traditionally focused on individual companies without considering the geographical context and external knowledge connections, this approach has often overlooked the external role of companies. …”
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Utilizing Invasive <i>Pterygoplichthys pardalis</i> as a Sustainable Fish Meal Substitute and <i>Euphorbia hirta</i> Extract Supplement: Effects on Growth Performance, Organosomati... by Sontaya Sookying, Phanit Srisuttha, Vipada Rodprasert, Chanthima Chaodon, Wikit Phinrub, Nantaporn Sutthi, Paiboon Panase

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Impact of culture on refugee women's conceptualization and experience of postpartum depression in high-income countries of resettlement: A scoping review. by Saarah Haque, Mary Malebranche

“…Four key themes emerged: 1) there are diverse conceptualizations and experiences of postpartum depression amongst refugee women; 2) mental health stigma has a significant impact on women's conceptualizations and experiences of postpartum depression and help-seeking behaviors; 3) cultural traditions and social support play protective roles in postpartum mental wellbeing; and, 4) host culture has a significant influence on the pregnancy and postpartum experience of refugee women. …”
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ETIKOS PAGRINDIMO PROBLEMA POSTMODERNIOJOJE KULTŪROJE by Jūratė Micevičiūtė

“…However, the social, scientific and ecological challenges of the second part of 20th century have forced to resume the ethical discussion. After rejecting traditional rationalistic foundations of ethics by legal and natural law, the principle of utility remained. …”
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Enhancing Camera Source Identification: A Rapid Algorithm with Enhanced Discriminative Power by Zhimao Lai, Lijuan Cheng, Renhai Feng

“…The algorithm innovatively introduces a search priority queue (SPQ), which analyzes the global correlation between the query fingerprint and all reference fingerprints in the database to construct a comprehensive priority ranking, thereby achieving the efficient retrieval of matching fingerprints. Compared to the traditional brute-force search algorithm (BFSA), our method significantly reduces computational complexity in large-scale databases, optimizing from <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>O</mi><mo>(</mo><mi>n</mi><mi>N</mi><mo>)</mo></mrow></semantics></math></inline-formula> to <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>O</mi><mo>(</mo><mi>n</mi><mo form="prefix">log</mo><mi>N</mi><mo>)</mo></mrow></semantics></math></inline-formula>, where <i>n</i> is the length of the fingerprint, and <i>N</i> is the number of fingerprints in the database. …”
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Experimental and numerical analysis of pGFRP and wood cross-arm in latticed tower: a comprehensive study of mechanical deformation and flexural creep by Amir Abd Latif, Mohamad Ridzwan Ishak, Muhammad Rizal Razman, Noorfaizal Yidris, Mohamed Yusoff Mohd Zuhri, Muhammad Asyraf Muhammad Rizal, Zuliskandar Ramli

“…Abstract The adoption of pultruded glass fibre-reinforced polymer (pGFRP) composites as a substitute for traditional wooden cross-arms in high transmission towers represents a relatively novel approach. …”
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Ultra-Wideband 4-Bit Distributed Phase Shifters Using Lattice Network at <italic>K/Ka</italic>- and <italic>E/W</italic>-Band by Sungwon Kwon, Minjae Jung, Byung-Wook Min

“…To achieve wider bandwidth, the proposed phase shifter employed an all-pass lattice network instead of the traditional low-pass ladder network. Seven cascaded 22.5&#x00B0; lattice phase shifters and one switched line 180&#x00B0; phase shifter were used to achieve 360&#x00B0; phase shift range. …”
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Simulation and experimental study on energy absorption components of advanced hydraulic support for mining by Xiaochun XIAO, Ziyang LI, Xin DING, Jun XU, Heng ZHU, Zhen DING

“…When the impact velocity remains unchanged, under different impact energy conditions, compared with the with the traditional hydraulic support without adding energy absorbing components, the plastic energy of the support part is reduced by about 87%, the impact time is extended by about 307%, and the yield distance is increased by about 282%. …”
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Association of individual-based morphological brain network alterations with cognitive impairment in type 2 diabetes mellitus by Die Shen, Xuan Huang, Ziyu Diao, Jiahe Wang, Kun Wang, Weiye Lu, Shijun Qiu, Shijun Qiu

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Application of organoids in drug screening of gynecological malignant tumors by JIANG Yuanyuan, WEI Wenfei, WU Jingya, LI Huawen

“…This approach has largely overcome the limitations of traditional tumor models, such as patient-derived cancer cell models and patient-derived tumor xenograft models, becoming an essential research tool in oncology. …”
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Cardiovascular Development and the Colonizing Cardiac Neural Crest Lineage by Paige Snider, Michael Olaopa, Anthony B. Firulli, Simon J. Conway

“…Once the migratory cardiac neural crest subpopulation finally reaches the heart, they have traditionally been thought to participate in septation of the common outflow tract into separate aortic and pulmonary arteries. …”
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Predictive value of trendelenburg position and carotid ultrasound for fluid responsiveness in patients on VV-ECMO with acute respiratory distress syndrome in the prone position by Junjie Zhao, Yong Sun, Jing Tang, Kai Guo, Jiancheng Zhuge, Honglong Fang

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Association between weight-adjusted waist-index and symptoms of sleep apnea in US adults: results from 2015–2018 national health and nutrition examination survey by Edmore Madondo, Paddington T. Mundagowa, Ayesha Mukhopadhyay, Debra Bartelli, Yu Jiang, Fawaz Mzayek

“…Abstract Background Literature shows that traditional measures of obesity such as body mass index (BMI), waist-to-height ratio (WtHR), waist-to-hip ratio (WHR), and waist circumference (WC) may not be precise measures of obesity compared to weight-adjusted waist-index (WWI), a relatively new obesity index. …”
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