An interpretable XAI deep EEG model for schizophrenia diagnosis using feature selection and attention mechanisms by Ahmad Almadhor, Stephen Ojo, Thomas I. Nathaniel, Shtwai Alsubai, Abdullah Alharthi, Abdullah Al Hejaili, Gabriel Avelino Sampedro

“…The study proposes a novel automated technique for diagnosing Schizophrenia based on electroencephalogram (EEG) sensor data, aiming to enhance interpretability and prediction performance.MethodsThis research utilizes Deep Learning (DL) models, including the Deep Neural Network (DNN), Bi-Directional Long Short-Term Memory-Gated Recurrent Unit (BiLSTM- GRU), and BiLSTM with Attention, for the detection of Schizophrenia based on EEG data. …”
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Disentangling the roles of natural variability and climate change in Canada’s 2023 fire season by Clair Barnes, Piyush Jain, Theodore R Keeping, Nathan Gillett, Jonathan Boucher, Philippe Gachon, Dorothy Heinrich, Megan Kirchmeier-Young, Yan Boulanger

“…Blocking circulation patterns are likewise associated with increased DSR, with the strongest responses in May and September. …”
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Oxidative stress, DAMPs, and immune cells in acute pancreatitis: molecular mechanisms and therapeutic prospects by Hanwen Chen, Hanwen Chen, Yanhong Wang, Maddalena Zippi, Sirio Fiorino, Wandong Hong

“…Acute pancreatitis (AP) is a gastrointestinal disease characterized by inflammation of the pancreas and is associated with high rates of morbidity and mortality. The pathogenesis of AP involves a complex interplay of cellular and molecular mechanisms, including oxidative stress, damage-associated molecular patterns (DAMPs), and the infiltration of various immune cells. …”
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Nephrolithiasis and Polycystic Ovary Syndrome: A Case-Control Study Evaluating Testosterone and Urinary Stone Metabolic Panels by Donald Fedrigon, Kareem Alazem, Sri Sivalingam, Manoj Monga, Juan Calle

“…The high testosterone group also had higher sodium excretion p=0.058 with significantly higher odds of having hypernatriuria (40.0% vs 13.6%, OR = 13.3, p=0.021). No significant patterns were revealed based on stone composition analysis. …”
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Responses of C4 grasses to aridity reflect species‐specific strategies in a semiarid savanna by Nicole A. Havrilchak, Jason B. West

“…It was expected that NAD‐me species would maintain higher rates of photosynthesis, higher water use efficiency, and have more responsive stomata than other co‐occurring species based on observed biogeographic patterns and past greenhouse studies. …”
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Coping and positive mental health in Canada among youth and adults: findings from a population-based nationally representative survey by Mihojana Jhumi, Laura L. Ooi, Karen C. Roberts, Melanie Varin

“…While there is evidence demonstrating a strong association between coping and PMH, less is known about how coping patterns differ across age groups. Given that age can impact coping ability, addressing this knowledge gap is warranted. …”
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Care seeking for neonatal illness in low- and middle-income countries: a systematic review. by Hadley K Herbert, Anne C C Lee, Aruna Chandran, Igor Rudan, Abdullah H Baqui

“…Infections are a leading cause of death and limitations in care seeking for ill neonates contribute to high mortality rates. As estimates for care-seeking behaviors in LMICs have not been studied, this review describes care seeking for neonatal illnesses in LMICs, with particular attention to type of care sought.…”
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Evaluating the efficacy of Internet-Based Exercise programme Aimed at Treating knee Osteoarthritis (iBEAT-OA) in the community: a study protocol for a randomised controlled trial by Abhishek Abhishek, Sameer Akram Gohir, Paul Greenhaff, Ana M. Valdes

“…The participants will be assessed using a Numerical Rating Scale, the Western Ontario and McMaster Universities Osteoarthritis Index, the Arthritis Research UK Musculoskeletal Health Questionnaire, the Pittsburgh Sleep Quality Index, 30 s sit to stand test, timed up and go test, quantitative sensory testing, musculoskeletal ultrasound scan, muscle thickness assessment of the vastus lateralis, and quadriceps muscles force generation during an isokinetic maximum voluntary contraction (MVC). …”
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Subjective Performance Expectations From and Demographic and Categorical Differences in the Acceptance of Virtual Reality or AI Technologies in Rehabilitation Programs: Cross-Secti... by Guido Waldmann, Dominik Raab

“…A significant rank correlation was observed for 103 out of 105 pairwise comparisons of the therapeutic fields, with distinct patterns of effects sizes within the chosen categories. …”
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Dynamic Orbital Resource Management (DORM) for 6G Networks: Enhancing Cybersecurity in Non-Terrestrial Systems by Fatemah Alharbi, Abeer Alhuzali, Easa Alalwany, Abdullah Alfahaid

“…It processes over 10,000 network events across various orbital configurations to learn threat patterns and resource usage behaviors. Simulation results show that DORM achieves 96.8% overall accuracy in detecting threats, with specific detection rates of 96.2% for jamming, 94.8% for spoofing, and 93.9% for DoS attacks. …”
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Early breast cancer detection in CT scans using convolutional neural bidirectional feature pyramid network by Tahani Jaser Alahmadi, Adeel Ahmed, Amjad Rehman, Abeer Rashad Mirdad, Bayan Al Ghofaily, Shehryar Ali

“…Early detection plays a crucial role in reducing mortality rates. While mammography is a widely used diagnostic tool, computed tomography (CT) scans are increasingly being explored for detecting breast cancer due to their high-resolution imaging and ability to visualize tissue in 3D. …”
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Exploration of different quantitative polymerase chain reaction-based genotyping methods to distinguish Apcmin/+ mice from wildtype mice. by Yuting Sun, Tingyu Zhou, Silin Ye, Effie Yin Tung Lau, Yao Zeng, Jessie Qiaoyi Liang

“…In contrast, when the qPCR methods were used, success rates exceeding 99% were achieved with a single test. …”
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Assessing the acute differential toxicity of polystyrene microplastic particles and comparing the impacts of bead-shaped versus fragmented particles on Daphnia magna by Sang-Ah Lee, Maranda Esterhuizen, Youngsam Kim, Minsik Kim, Young Jun Kim

“…A comprehensive suite of biological endpoints, including immobilization rates, generation of reactive oxygen species (ROS), expression levels of ROS-related genes and wide-ranging transcriptomic profiling, was encompassed in our methodology. …”
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Evaluation of Chronic Dietary Risk of Trifloxystrobin and Bupirimate in Cucumber Based on Supervised Residue Test by Yanli Qi, Weirong Wang, Pengcheng Ren, Shu Qin, Jindong Li, Junli Cao

“…The method demonstrated excellent recovery rates (85–103%) throughout four spiking levels (0.01, 0.1, 0.3, and 1 mg/kg), with relative standard deviations (RSD) ≤ 4.8%. …”
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Exploring the interplay between LDHA and ABCC1 in breast cancer using computational approach by Bader Alshehri

“…Abstract Background Drug resistance is the major cause of the high death rates in Breast cancer (BC), which continues to be the most frequent disease among women. …”
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Secretory carcinoma of breast with predominant microcystic morphology： report of two cases and literature review by WEI Jingjing, YIN Haoqiang, WANG Yanwen, ZHANG Xiaoyun

“…The results showed expression rates of S100, pan-TRK, and GATA3 at 97%, 95%, and 100%, respectively. …”
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Seaward expansion of salt marshes on the largest uninhabited island in Changjiang Estuary over the past two decades by Yaying Lou, Zhijun Dai, Xuefei Mei, Huabing Shi, Hui Dong, Jinping Cheng

“…Spatial analyses identified distinct expansion patterns, with the Upper Shoal extending northwestward and the Middle-Lower Shoal expanding southwestward. …”
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Reducing locomotive maintenance costs with intelligent software by Valeria A. Butusova, Yuriy A. Davydov, Alexey S. Kushniruk, Denis Yu. Drogolov

“…The core methodology is based on the statistical analysis of reliability indicators, including failure rates and the time between failures for individual components. …”
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Vitamin A and D deficiencies in Tibetan vs. non-Tibetan children: roles of altitude, gender, and season in Sichuan Province by Ping Huang, Yanan Zhao, Dong Wang, Yanru Huang, Zheng Peng, Huiye Chen, Xiangyu Zeng, Xinmei Lin

“…Results Tibetan children showed significantly higher rates of vitamin A (47.7% vs. 21.0%) and D (19.8% vs. 10.7%) deficiency compared to non-Tibetan children. …”
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Chronic Obstructive Pulmonary Disease in People with HIV: an Evidence-Based Review by Read AT, Akodu J, Barber TJ, Brown JP, Burns FM, Hurst JR, Miller RF, Lipman MCI

“…Consequently, people with HIV develop COPD younger, more often, and with faster rates of lung function decline compared to seronegative individuals. …”
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