Design of an Optimized Feature Driven Severity Stage Classifier for Parkinson’s Disease Prediction Using Deep Learning by K. Shyamala, T. M. Navamani

“…We proposed a Parkinson’s Speech Stage-Net model (PSS-Net) for the prediction of the severity of PD that includes Isolation Forest-based outlier detection and removal, KMeansSMOTE data balancing, and Optimized Dimensionality Reduction techniques. …”
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Overpressure Evolution Simulation and Fracture Hydrocarbon Expulsion Prediction of Source Rocks in Bodong Sag, Bohai Bay Basin, China by Haifeng Yang, Lei Chen, Yanfei Gao, Tao Jiang, Changyu Fan

“…The prediction of hydrocarbon expulsion by overpressure rupture (HEOR) is still a difficult problem in the study of primary oil and gas migration. …”
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Ameliorative Effect of Parabacteroides distaxsonis on Cognitive Impairment Caused by Type 2 Diabetes Mellitus by DU Yue, ZHAO Zhongna, LIU Xuebo

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Ashwagandha and stress by Weronika Sobota, Przemysław Piskorz, Katarzyna Zemsta, Michał Zwoliński, Mateusz Tyniec, Kamal Morshed

“… Ashwagandha, also known as Withania somnifera, is an adaptogen gaining popularity as a natural stress reducer. Stress is a common phenomenon caused by factors such as lifestyle, work pressure or social conflict, and has a negative impact on both mental and physical health. …”
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The PIEE Cycle: A Structured Framework for Red Teaming Large Language Models in Clinical Decision-Making by Maissa Trabilsy, Srinivasagam Prabha, Cesar A. Gomez-Cabello, Syed Ali Haider, Ariana Genovese, Sahar Borna, Nadia Wood, Narayanan Gopala, Cui Tao, Antonio J. Forte

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deepTFBS: Improving within‐ and Cross‐Species Prediction of Transcription Factor Binding Using Deep Multi‐Task and Transfer Learning by Jingjing Zhai, Yuzhou Zhang, Chujun Zhang, Xiaotong Yin, Minggui Song, Chenglong Tang, Pengjun Ding, Zenglin Li, Chuang Ma

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Accuracy of the Pediatric Emotional Distress Scale – Early Screener to predict the risk for developing PTSD in young children after accidental injury by Irma Hein, Maj Gigengack, Cedric Sachser, Ramón Lindauer

“…Background: Early identification of posttraumatic stress disorder (PTSD) in children is important to prevent chronic symptoms and long-term negative consequences. …”
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Prediction of mechanical properties of steel fibre-reinforced concrete under elevated temperature using artificial neural network techniques (ann) by G. Premkumar, S. Senthil Selvan

“…While existing literature mainly emphasizes the prediction of compressive strength, limited efforts have been made to predict other key mechanical properties under thermal stress. …”
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Predictive mathematical modeling of biomechanical behavior in all-on-4 implants design: effects of distal implant and occlusal load angulation using RSM based on FEA by Fahri Murat, Sema Nur Sevinç Gül, Abdullah Tahir Şensoy, Abdullah Tahir Şensoy, Abdullah Tahir Şensoy

“…This study presents a predictive biomechanical modeling approach for optimizing distal implant placement in the All-on-4 treatment concept, with a focus on implant angulation and occlusal load direction. …”
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OXIDATIVE STRESS IN CARDIAC SURGERY by O. A. Grebenchikov, T. S. Zabelina, Zh. S. Filippovskaya, O. N. Gerasimenko, A. M. Ovezov, E. Yu. Plotnikov, V. V. Likhvantsev

“…Besides numerous studies have proved noticeable intensification of the oxidative stress during artificial circulation (AC), however stuides failed to demonstrate reduction in the number of complications and peri-operative mortality when performing coronary artery bypass on the beating heart compared to the surgeries performed under AC. …”
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Post-traumatic stress disorder, trauma and parenting stress: an individual participant data meta-analysis by Laurien Meijer, Kathleen Thomaes, Matthijs Blankers, Maja Deković, Molly R. Franz, Rolf Kleber, Elise M. van de Putte, Elisa van Ee, Elena Camisasca, Steffany J. Fredman, Dominik Moser, Larry L. Mullins, Maria Muzik, Mathilde Overbeek, Abigail Palmer Molina, Jessica Riggs, Katherine Rosenblum, Kristin Samuelson, Daniel Schechter, Chiara Suttora, Catrin Finkenauer

“…This implies PTSD symptom reduction may be beneficial in reducing parenting stress, regardless of whether the parent experienced childhood interpersonal trauma. …”
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A Comparative Study on Improved Arrhenius-Type and Artificial Neural Network Models to Predict High-Temperature Flow Behaviors in 20MnNiMo Alloy by Guo-zheng Quan, Chun-tang Yu, Ying-ying Liu, Yu-feng Xia

“…Based on the experimental data, the improved Arrhenius-type constitutive model and the artificial neural network (ANN) model were established to predict the high temperature flow stress of as-cast 20MnNiMo alloy. …”
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Stress and depression in university health students by Julia Zancan Bresolin, Graziele de Lima Dalmolin, Silvio José Lemos Vasconcellos, Rafaela Andolhe, Bruna Xavier Morais, Taís Carpes Lanes

“…This enables higher education institutions to reflect on the organization of practices and intervention policies for the reduction of stress and depression among students. …”
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Stress and depression in university health students by Julia Zancan Bresolin, Graziele de Lima Dalmolin, Silvio José Lemos Vasconcellos, Rafaela Andolhe, Bruna Xavier Morais, Taís Carpes Lanes

“…This enables higher education institutions to reflect on the organization of practices and intervention policies for the reduction of stress and depression among students. …”
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Experimental study on the performance of concrete linear cutting by high pressure water jet by Lan Zhang, Jingyan Lu, Haitao Li, Bo Li

“…The failure mechanism on the spalling surface of groove is mainly tensile failure caused by tensile stress, the failure mechanism on the lateral surface of groove is mainly shear failure caused by shear stress, and the failure mechanism on the bottom surface of groove is mainly compression-shear failure caused by compression-shear stress. …”
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Genome-wide identification, evolutionary analysis of 4CL gene family and expression analysis in banana by Mengge Wang, Liang Jia, Yanying Liu, Chunyu Zhang, Yukun Chen, Yuling Lin, Yuji Huang, Zhongxiong Lai

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Free erythrocyte protoporphyrin fluorescence as an underrecognized prognostic marker of mortality in community-acquired pneumonia by Tomasz Wybranowski, Maciej Bosek, Marta Napiórkowska-Mastalerz, Szymon Radzin, Jerzy Pyskir, Grzegorz Przybylski, Leszek Kubisz, Stefan Kruszewski

“…The area under the ROC curve for FPP fluorescence in predicting mortality was 0.793 (95% CI 0.657–0.928; p < 0.0001), with 63% sensitivity and 94% specificity. …”
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Advancing ocean monitoring and knowledge for societal benefit: the urgency to expand Argo to OneArgo by 2030 by Virginie Thierry, Hervé Claustre, Orens Pasqueron de Fommervault, Nathalie Zilberman, Kenneth S. Johnson, Brian A. King, Susan E. Wijffels, Udaya T. V. S. Bhaskar, Magdalena Alonso Balmaseda, Mathieu Belbeoch, Marine Bollard, Jacqueline Boutin, Phillip Boyd, Romain Cancouët, Fei Chai, Stefano Ciavatta, Rich Crane, Sophie Cravatte, Sophie Cravatte, Giorgio Dall’Olmo, Damien Desbruyères, Paul J. Durack, Andrea J. Fassbender, Katja Fennel, Yosuke Fujii, Florent Gasparin, Alberto González-Santana, Claire Gourcuff, Alison Gray, Helene T. Hewitt, Steven R. Jayne, Gregory C. Johnson, Nicolas Kolodziejczyk, Arnaud Le Boyer, Pierre-Yves Le Traon, Pierre-Yves Le Traon, William Llovel, M. Susan Lozier, John M. Lyman, John M. Lyman, Elaine L. McDonagh, Elaine L. McDonagh, Adrian P. Martin, Benoit Meyssignac, Kristian S. Mogensen, Tamaryn Morris, Peter R. Oke, Walker O. Smith, Breck Owens, Noé Poffa, Joanna Post, Dean Roemmich, Ryan R. Rykaczewski, Shubha Sathyendranath, Megan Scanderbeg, Carolyn Scheurle, Oscar Schofield, Karina von Schuckmann, James Scourse, Janet Sprintall, Toshio Suga, Toshio Suga, Marina Tonani, Esmee van Wijk, Esmee van Wijk, Xiaogang Xing, Hao Zuo

“…Human activities are changing the oceans, stressing ocean health, threatening the critical services the ocean provides to society, with significant consequences for human well-being and safety, and economic prosperity. …”
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The unevenness of respiratory rhythm as an indicator of emotional stress by Yu. E. Vagin

“…The unevenness of respiratory rhythm was possible to predict the survival of animals in acute experimental emotional stress. …”
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The Effects of Climate Change on Human Behavior and Stress by Mitra Sadat Fathifard, Fateme Javid, Abbas Rahdan

“…The objective is to identify high and low physiological stress levels above 20 degrees and below 20 degrees Celsius, respectively. …”
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