Acoustic Features for Identifying Suicide Risk in Crisis Hotline Callers: Machine Learning Approach by Zhengyuan Su, Huadong Jiang, Ying Yang, Xiangqing Hou, Yanli Su, Li Yang

“…Basic acoustic features (eg, Mel Frequency Cepstral Coefficients, formant frequencies, jitter, shimmer) and high-level statistical function (HSF) features (using OpenSMILE [Open-Source Speech and Music Interpretation by Large-Space Extraction] with the ComParE 2016 configuration) were extracted. …”
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Multipurpose uses of rapeseed (Brassica napus L.) crop (food, feed, industrial, medicinal, and environmental conservation uses) and improvement strategies in China by Ibrahim A.A. Mohamed, Nesma Shalby, Ali Mahmoud El-Badri, Eman F.A. Awad-Allah, Maria Batool, Muhammad Hamzah Saleem, Zongkai Wang, Jing Wen, Xianhong Ge, Zhenghua Xu, Jing Wang, Jie Kuai, Bo Wang, Guangsheng Zhou, Tingdong Fu

“…This review explores the multifunctional utilization and industrial significance of rapeseed, along with its environmental applications, to provide insights into future improvements. …”
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Recovery of coefficients of a heat equation by Ritz collocation method by Prof.Kamal Rashedi

“… In this work, we discuss a one dimensional inverse problem for the heat equation where the unknown functions are solely time-dependent lower order coefficient and multiplicative source term. …”
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Whole-Genome Resequencing Analysis of Copy Number Variations Associated with Athletic Performance in Grassland-Thoroughbred by Wenqi Ding, Wendian Gong, Tugeqin Bou, Lin Shi, Yanan Lin, Xiaoyuan Shi, Zheng Li, Huize Wu, Manglai Dugarjaviin, Dongyi Bai

“…Copy number variation (CNV) is an important source of genetic variation. However, studies utilizing whole-genome sequencing to investigate CNVs in horse populations and their effects on traits remain relatively limited. …”
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Development of a warning model for drug-induced liver injury in the older patients by Qiaozhi Hu, Qiaozhi Hu, Xiaoqi Li, Xiaoqi Li, Dan Zou, Zhiyao He, Zhiyao He, Ting Xu

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A Digital Software Support Platform for Hyperthyroidism Management in South Korea: Markov Simulation Model-Based Cost-Effectiveness Analysis by Jung Hyun Kim, Jaeyong Shin, Man S Kim, Jae Hoon Moon

“… Abstract BackgroundThe integration of wearable technology for heart rate monitoring offers potential advancements in managing hyperthyroidism by providing a feasible way to track thyroid function. Although digital health solutions are gaining traction in various chronic conditions, their cost-effectiveness in hyperthyroidism management requires deeper investigation. …”
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Resolving Turbulence Drivers in Two Luminous Obscured Quasars with JWST/NIRSpec Integral Field Unit by Mandy C. Chen, Hsiao-Wen Chen, Michael Rauch, Andrey Vayner, Weizhe Liu, David S. N. Rupke, Jenny E. Greene, Nadia L. Zakamska, Dominika Wylezalek, Guilin Liu, Sylvain Veilleux, Nicole P. H. Nesvadba, Caroline Bertemes

“…In this Letter, we investigate the turbulence and energy injection in the extended nebulae surrounding two luminous obscured quasars, WISEA J100211.29+013706.7 ( z = 1.5933) and SDSS J165202.64+172852.3 ( z = 2.9489). Utilizing high-resolution data from the NIRSpec integral field unit onboard the James Webb Space Telescope, we analyze the velocity fields of line-emitting gas in and around these quasars and construct the second-order velocity structure functions (VSFs) to quantify turbulent motions across different spatial scales. …”
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Nanomaterials-assisted photothermal therapy for breast cancer: State-of-the-art advances and future perspectives by Sagnik Nag, Oishi Mitra, Garima Tripathi, Israrahmed Adur, Sourav Mohanto, Muskan Nama, Souvik Samanta, B.H. Jaswanth Gowda, Vetriselvan Subramaniyan, Vino Sundararajan, Vinoth Kumarasamy

“…Due to its spatial specificity and nominal invasive therapeutic regime, photothermal therapy (PTT) has attracted much scientific attention down the lane. PTT utilizes a near-infrared (NIR) light source to irradiate the tumor target intravenously or non-invasively, which is converted into heat energy over an optical fibre. …”
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An automated platform for simultaneous, longitudinal analysis of engineered neuromuscular tissues for applications in neurotoxin potency testing by Jacob W. Fleming, Molly C. McCloskey, Kevin Gray, David R. Nash, Vincent Leung, Christos Michas, Shawn M. Luttrell, Christopher Cavanaugh, Julie Mathieu, Shawn Mcguire, Mark Bothwell, David L. Mack, Nicholas A. Geisse, Alec S.T. Smith

“…Engineered models have emerged as alternatives for studying NMJ functionality in response to genetic and/or pharmacological challenge. …”
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Grid-connected PV inverter system control optimization using Grey Wolf optimized PID controller by Monika Gupta, P. M. Tiwari, R. K. Viral, Ashish Shrivastava, Basem Abu Zneid, Iryna Hunko

“…The system architecture, simulated in MATLAB/Simulink, comprises a 50 kW PV array with a boost converter employing an Incremental Conductance (INC) Maximum Power Point Tracking (MPPT) algorithm, a three-phase voltage source inverter, RLC filters, and a dual-loop (voltage and current) control system synchronized with the utility grid through a Phase-Locked Loop (PLL). …”
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社群媒體使用與憂鬱： 社會比較與社會排斥的中介效果 Social Media Use and Depression: The Mediating Effects of Social Comparison and Social Exclusion by 江文慈 Wen-Tzu Chiang

“…Second, while this study focused on Instagram, different social media platforms (e.g., Threads) may function differently, warranting further investigation. …”
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Prognostic predictions in psychosis: exploring the complementary role of machine learning models by Metten Somers, Hugo G Schnack, Rene S Kahn, Diane F van Rappard, Frank L Gerritse, Edwin van Dellen, Violet van Dee, Seyed M Kia, Caterina Fregosi, Wilma E Swildens, Anne Alkema, Albert Batalla, Coen van den Berg, Danko Coric, Lotte G Dijkstra, Arthur van den Doel, Livia S Dominicus, John Enterman, Marte Z van der Horst, Fedor van Houwelingen, Charlotte S Koch, Lisanne E M Koomen, Marjan Kromkamp, Michelle Lancee, Brian E Mouthaan, Eline J Regeer, Raymond W J Salet, Jorgen Straalman, Marjolein H T de Vette, Judith Voogt, Inge Winter-van Rossum, Wiepke Cahn

“…Integrating predictions from both sources may help reduce individual biases and improve accuracy. …”
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Exploring the Therapeutic Potential, Ethnomedicinal Values, and Phytochemistry of <i>Helianthus tuberosus</i> L.: A Review by Ruvimbo Faith Tapera, Xavier Siwe-Noundou, Leshweni Jeremia Shai, Shoeshoe Mokhele

“…The Jerusalem artichoke has been utilized for various applications, including its use as a functional food source, a reservoir of bioactive compounds, and a raw material to produce biofuels. …”
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Phosphate transporter gene families in rye (Secale cereale L.) – genome-wide identification, characterization and sequence diversity assessment via DArTreseq by David Chan-Rodriguez, Brian Wakimwayi Koboyi, Sirine Werghi, Bradley J. Till, Julia Maksymiuk, Fatemeh Shoormij, Abuya Hilderlith, Anna Hawliczek, Maksymilian Królik, Hanna Bolibok-Brągoszewska

“…Each PHT family has a particular physiological and cellular function. Rye (Secale cereale L.) is a member of Triticeae, and an important source of variation for wheat breeding. …”
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Potent Antimicrobial Azoles: Synthesis, In Vitro and In Silico Study by Zeynep Özdemir, Yaren Nur Zenni, Arzu Karakurt, Suat Sari, Selma Saraç, Mevlüt Akdağ, İrem Bozbey Merde, Didem Kart, Roberto Venanzoni, Giancarlo Angeles Flores, Paola Angelini, Muzammil Kabier, Bijo Mathew, Simone Carradori

“…<b>Conclusions</b>: As a result, the title compounds emerged as promising entities with broad antifungal and antibacterial effects, highlighting the utility of oxime ether function in the azole scaffold.…”
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Assessing the impact of diet formulation and age on targeted bacterial establishment in laboratory and mass-reared Mediterranean fruit fly using full-length 16S rRNA sequencing by Charles J. Mason, Rosalie C. Nelson, Mikinley Weaver, Tyler J. Simmonds, Scott M. Geib, Ikkei Shikano

“…In laboratory and mass-reared insects, gut microbiomes can differ in composition and function compared to wild conspecifics. For fruit flies, such as the Mediterranean fruit fly (medfly; Ceratitis capitata), these changes can influence male performance and behavior. …”
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Spacecraft Intelligent Fault Diagnosis under Variable Working Conditions via Wasserstein Distance-Based Deep Adversarial Transfer Learning by Gang Xiang, Kun Tian

“…Moreover, an improved one-dimensional convolutional neural network- (CNN-) based feature extractor which utilizes exponential linear units (ELU) as activation functions and wide kernels is designed to automatically extract the latent features of raw time-series input data. …”
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Spatiotemporal Evolution Characteristics and Trade-offs/Synergies of Water Yield, Soil Conservation, and Carbon Storage Ecosystem Services in the Beiluo River Basin from 1970 to 20... by ZHANG Yujie, ZHANG Xiaoping, SUN Weinan, GENG Wenliang, AN Zefeng, CHEN Qingwei

“…［Objective］ This study aimed to investigate the spatiotemporal changes and trade-offs/synergies of ecosystem services within the Beiluo River basin to provide a scientific foundation for rational resource allocation and sustainable development. ［Methods］ Utilizing multi-source data and models, such as InVEST and CSLE, to quantitatively assess and analyze the spatiotemporal variations and trade-offs/synergies of three key ecosystem services-water yield, soil conservation, and carbon storage-across different periods. …”
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A Proposed Diagnostic and Treatment Algorithm for the Management of Lumbar Discogenic Pain by Lorio MP, Beall DP, Myers TJ, Naidu RK, McRoberts WP, Davis TT, Gage EG, Calodney AK, Verrills P, De Palma MJ, Amirdelfan K, Block JE

“…Morgan P Lorio,1 Douglas P Beall,2 Thomas J Myers,3 Ramana K Naidu,4 W Porter McRoberts,5 Timothy T Davis,6 Emmanuel G Gage,7 Aaron K Calodney,8 Paul Verrills,9 Michael J De Palma,10 Kasra Amirdelfan,11 Jon E Block12 1Orlando College of Osteopathic Medicine, Winter Garden, FL, USA; 2Comprehensive Specialty Care, Edmond, OK, USA; 3Paradigm Health System, Slidell, LA, USA; 4MarinHealth Spine Institute, Larkspur, CA, USA; 5Holy Cross Medical Group, Fort Lauderdale, FL, USA; 6Source Healthcare, Santa Monica, CA, USA; 7Centurion Spine &amp; Pain Centers, Waycross, GA, USA; 8Precision Spine Care, Tyler, TX, USA; 9MetroPain Group, Clayton, VIC, Australia; 10Virginia iSpine Physicians, Richmond, VA, USA; 11Boomerang Healthcare, Inc., Walnut Creek, CA, USA; 12Private Practice, San Francisco, CA, USACorrespondence: Jon E Block, Private Practice, 2210 Jackson Street, Ste. 401, San Francisco, CA, 94115, USA, Tel +1 415-775-7947, Email jb@drjonblock.comBackground: There is renewed interest in the intervertebral disc as a target for treatments aimed at ameliorating lumbar discogenic pain by restoring and preserving the natural structure and function of this component of the vertebral motion segment.Methods: Using a modified Delphi methodology involving a panel of 11 experts, we developed a simple, understandable clinical algorithm to serve as a foundation for objective decision making regarding the diagnosis and treatment of lumbar discogenic pain throughout the entire continuum of care. …”
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Exploring the ϕ-α interaction via femtoscopic study by Faisal Etminan

“…The numerical results show that the correlation functions at small source size (high density nuclear medium) depend on the employed potential model. …”
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