Functional Connectivity Biomarker Extraction for Schizophrenia Based on Energy Landscape Machine Learning Techniques by Janerra D. Allen, Sravani Varanasi, Fei Han, L. Elliot Hong, Fow-Sen Choa

“…Schizophrenia is associated with impaired functional connectivity but characterizing the complex abnormality patterns has been challenging. In this work, we used resting-state functional magnetic resonance imaging (fMRI) data to measure functional connectivity between 55 schizophrenia patients and 63 healthy controls across 246 regions of interest (ROIs) and extracted the disease-related connectivity patterns using energy landscape (EL) analysis. …”
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Characterizing timber harvest occurrence and intensity to inform forest carbon management across the eastern United States by Matthew B. Russell, Catherine J. Chamberlain, Lynn Riley, Natalia A. Mushegian, John S. Gunn, Ethan P. Belair, Sebastian U. Busby

“…Timber harvesting plays an important role in determining how forest management practices influence carbon storage and sequestration patterns. We analyzed recent harvesting patterns across the eastern United States to quantify harvest area, intensity, and type of silviculture across timberlands. …”
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The role of city parks in creating ‘wellbeing societies’: A case study of Piłsudski Park in Łódź, Poland by Melanie Kay Smith, Joanna Kowalczyk-Anioł, Jakub Janiszewski, Karolina Grabarczyk

“…Although social interactions are rated lower overall, they are particularly significant for younger and older users, as well as marginalized groups such as unemployed individuals. …”
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Comparative analysis of data transformation methods for detecting non-technical losses in electricity grids by Maria Gabriel Chuwa, Daniel Ngondya, Rukia Mwifunyi

“…The high accuracy and low false positive rates enable utilities to recover unbilled revenue and reduce inspection costs, amplifying savings compared to raw data or traditional approaches. …”
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Importance of hospital-specific antibiotic policy for ensuring maternal quality of care in India: A narrative review by Arijit Banerjee, Jhuma Biswas

“…Recommendations were adapted to local resistance patterns, resource availability, and patient demographics. …”
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Proactive Data Placement in Heterogeneous Storage Systems via Predictive Multi-Objective Reinforcement Learning by Suchuan Xing, Yihan Wang

“…The system incorporates a sophisticated reward mechanism that balances performance gains against migration overhead, while employing prioritized experience replay and adaptive learning rates to handle non-stationary workload characteristics. …”
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Pitch biases sensorimotor synchronization to auditory rhythms by Jesse K. Pazdera, Laurel J. Trainor

“…In Experiment 1, we observed U-shaped patterns in both mean asynchrony and continuation tapping rates, with participants tapping latest and slowest when synchronizing to low and extremely high (above 2000 Hz) pitches, and tapping earliest and fastest to moderately high pitches. …”
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Inflammatory Bowel Disease in Australasian Children and Adolescents by A. S. Day, D. A. Lemberg, R. B. Gearry

“…Many reports indicate increasing rates of inflammatory bowel disease, with data also showing changing patterns of this chronic disease in children and adolescents. …”
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Transdiagnostic body dissatisfaction: comparing adolescents with anorexia nervosa and depression during body exposure by Valeska Stonawski, Lena Sasse, Laura Derks, Gunther H. Moll, Oliver Kratz, Tanja Legenbauer, Stefanie Horndasch

“…BD was assessed with questionnaires; valence ratings were obtained for different body parts. Emotion ratings and gaze patterns towards the own body were assessed during each session via rating scales and eye-tracking. …”
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Spatial and spatio-temporal analysis of cancer mortality in Iran: gender disparities and implications for health policy by Alireza Zangeneh, Arash Ziapour, Seyede Negin Hoseini, Babak Nazari, Homa Molavi, Farid Najafi, Ardeshir Khosravi, Reza Heidari Moghadam

“…The standard deviation ellipse indicated a transition in cancer mortality distribution from a northwest-southeast alignment in 2017 to predominantly western and eastern orientations in subsequent years, with varied hotspot patterns across Iran. Conclusions: The study highlights rising cancer mortality rates, particularly among men and premenopausal women, underscoring the need for targeted public health interventions and improved medical infrastructure to enhance prevention and treatment efforts.…”
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Coherence and statistical insights for low electron count regimes in transmission electron microscopy by Joohyun Lee, Ji-Hwan Kwon, Sooheyong Lee

“…Low electron count rates, with a mean of approximately 0.017 electrons per pixel, reveal discrete electron events dominated by shot noise. …”
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An Experimental Investigation on the Energy Signature Associated With Multiphase Flow in Porous Media Displacement Regimes by Shuangmei Zou, Dong Chen, Nong Kang, Congjiao Xie, Ryan T. Armstrong, Jianchao Cai

“…The findings highlight the importance of wettability and flow rates in determining the efficiency of fluid‐fluid displacement in porous media. …”
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Missing The Forest For The Trees: A Lack Of Upper Extremity Physical Performance Testing In Sports Physical Therapy by Matthew L Gauthier, Casey A Unverzagt, Luciana De Michelis Mendonça, Amee L Seitz

“…# Background Despite shoulder and elbow injuries being common in athletics, return to sport and reinjury rates are less than ideal. These outcomes may be driven by the absence of evidence-informed testing to determine an athlete's readiness for sport…”
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Occurrence and Genetic Variation of <i>Monolepta hieroglyphica</i> (Motschulsky, 1858) (Coleoptera: Chrysomelidae), a Newly Emerging Pest, Among Hosts in Northeast China by Wei Sun, Xiuhua Zhang, Jiachun Zhou, Yuebo Gao

“…High gene flow rates were observed, likely contributing to decreased genetic variation. …”
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Smart deep learning model for enhanced IoT intrusion detection by Faisal S. Alsubaei

“…This superb performance of the OSNN model can be explained by the careful optimization of hyperparameters like strong activation functions (ReLU, GeLU, LeakyReLU), learning rates, dropout rates, and regularization techniques that enable it to learn intricate intrusion patterns efficiently using various datasets. …”
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Association between social participation and medical care utilization among rural older adults in China: a longitudinal study based on the CLHLS (2011–2018) by Dianrui Yao, Le Yang, Naoki Kondo

“…Subjective economic status, self-rated health, and the number of chronic diseases significantly predicted social participation transition patterns (P < 0.05). …”
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Costs and Resource Use Among Patients with Cervical Cancer, Cervical Intraepithelial Neoplasia, and Genital Warts in Algeria by Ali-Chakib Bennacef, Aomar Ammar Khodja, Fadl Allah Abou-Bekr, Tidiane Ndao, Ryan Holl, Goran Benčina

“…# Background Cervical cancer rates in North Africa have risen in the last 10 years, suggesting that this region might benefit from cervical cancer screening and HPV vaccination programs. …”
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Anatomical variations of renal arteries in adult cadavers in Andhra Pradesh: A multicentric cross-sectional cadaveric study. by Dr. Pratyusha Challa, Dr. Ranzeetha D, Dr. Venkata Pavana Kumari Komarolu, Dr. Lakkireddy Vasanthi

“…Objectives To investigate and document the prevalence and patterns of anatomical variations in renal arteries, including origin, number, branching patterns, and morphometry, in adult cadavers across multiple centers. …”
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Differential accumulation of secondary metabolites as indicators of graft incompatibility in Cyclocarya paliurus by Sun Caowen, Xu Run, Guo Xuchen, Shang Xulan, Fang Shengzuo

“…In the grafted seedlings of C. paliurus, ferulic acid, glycitein, dihydromyricetin, pinocembrin, and apigenin exhibited distinct accumulation patterns. These findings revealed the regulatory patterns within the phenylpropanoid biosynthesis pathway for predicting graft success in C. paliurus. …”
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COMPLEX ELECTROMAGNETIC MONITORING OF GEODYNAMIC PROCESSES IN THE NORTHERN TIEN SHAN (BISHKEK GEODYNAMIC TEST AREA) by E. A. Bataleva, V. A. Mukhamadeeva

“…The data from the 2004–2016 KNET Catalogue of the Research Station of RAS were analyzed in order to investi‐ gate the relationship between the space‐time seismicity distribution and the electrical conductivity variations that correspond to the features of the seismicity pattern at depth. …”
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