Memory-augment graph transformer based unsupervised detection model for identifying performance anomalies in highly-dynamic cloud environments by Huangyining Gao, Ruyue Xin, Peng Chen, Xi Li, Ning Lu, Peng You

“…Additionally, we introduce a novel dynamic gated memory module to guide the Transformer encoder in extracting hidden features, thereby enhancing the model’s robustness to varying data patterns in dynamic cloud environments. …”
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Dynamics of mental state and prolactin levels in patients with chronic schizophrenia during aripiprazole therapy by L. N. Gorobets, I. V. Dorovskikh, A. V. Litvinov, V. S. Bulanov, S. K. Gamdullaev, T. A. Pavlova

“…The effectiveness of therapy does not depend on the background values of the hormone: at high rates, prolactin levels decrease, and at low rates, they increase. …”
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Associated Determinants of Surface Urban Heat Islands across 1449 Cities in China by Yuanzheng Li, Lan Wang, Min Liu, Guosong Zhao, Tian He, Qizheng Mao

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Characteristics of Anemia in Children Aged 6 Months to 5 Years Attending External Consultations at a Pediatric Hospital in Lisbon, Portugal by Réka Maulide Cane, Sérgio Chicumbe, Youssouf Keita, Anaxore Casimiro, Bárbara Martins Saraiva, Joana Vasconcelos, Beatriz Luzio Vaz, Afonso Sousa, Mafalda Cabral, Francisco Branco Caetano, Luís Varandas, Isabel Craveiro

“…Five children (6.8%) had normal hemoglobin but abnormal red-cell indices, with microcytic (60.0%; 3/5) or normocytic (40.0%; 2/5) patterns. Anemia rates were higher in males (55.1%), children aged 24–59 months, those residing in the Metropolitan Lisbon Area (82.6%), children whose caregivers had only basic or secondary education (58.0%), and those whose mothers were born in foreign countries (48.4%). …”
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Association of psychosocial factors and biological pathways identified from rare-variant analysis with longitudinal trajectories of treatment response in major depressive disorder by Haiping Tang, Yan Xia, Chenjie Gao, Yufan Cai, Yongqi Shao, Wenji Chen, Yonggui Yuan, Chunyu Liu, Zhijun Zhang, Zhi Xu

“…Treatment response trajectories were identified through cluster analysis using normalized score change ratios from the 17-item Hamilton Rating Scale for Depression (HAMD-17) at baseline and weeks 2, 4, 6, and 8. …”
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Integrating demand side management in isolated hybrid system design by Aravind Kumar Kondaji

“…Demand side options available for different end use loads and their potential impact on hybrid system sizing, is analysed in this study Aggregated consumption model is developed for different sectors (residential, agriculture, community and small-scale commercial) based on the technical ratings and time of use patterns of different end use loads. …”
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The Interaction of Gender, Occupation, and Fine Phonetic Detail by Melanie Weirich

“…Independent of occupation, men who rated themselves high on femininity were found to have higher mean f0 and more dispersed vowels than men who rated themselves low on femininity. …”
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Dravet Syndrome: A Rare Form of Epilepsy by Salwa Al Hosani, Sona Varghese

“…The majority of patients with this condition have mutations involving the voltage-gated sodium channel alpha (I) gene SCN1A. We present a detailed account of a two-year-old child with a history of recurrent seizures since the age of 4 months. …”
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High-Pressure Cylinder Failure under Fire Conditions – Investigation of the Consequences by Vojtech Jankuj, Petr Lepik, Miroslav Mynarz, Stefan Spitzer, Ales Bernatik

“…Hydrogen cylinders failed at pressures significantly lower than their rated destruction pressure due to thermal stress, generating fewer but substantial fragments and a fireball. …”
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Participatory Drawing Methodology for Light in Architecture: Drawing Experienced Space by Ulrika Wänström Lindh

“…Based on a study in which 16 participants’ experiences of different light scenarios were collected through sketches, semantic rating scales, and deep interviews, the participants drew the boundaries of what they experienced as “the room” and spatial directions inside it. …”
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Energetics of Eddy–Mean Flow Interaction in the Kuroshio Current Region by Yang Wu, Dalei Qiao, Chengyan Liu, Liangjun Yan, Kechen Liu, Jiangchao Qian, Qing Qin, Jianfen Wei, Heyou Chang, Kai Zhou, Zhengdong Qi, Xiaorui Zhu, Jing Li, Yuzhou Zhang, Hongtao Guo

“…The cross-stream variation is found in the energy conversion pattern in the along-coast region, whereas a mixed positive–negative conversion pattern is observed in the off-coast region. …”
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WGCNA-ML-MR integration: uncovering immune-related genes in prostate cancer by Jing Lv, Jing Lv, Yuhua Zhou, Yuhua Zhou, Shengkai Jin, Shengkai Jin, Chaowei Fu, Chaowei Fu, Yang Shen, Yang Shen, Bo Liu, Bo Liu, Menglu Li, Yuwei Zhang, Yuwei Zhang, Ninghan Feng, Ninghan Feng, Ninghan Feng

“…BackgroundProstate cancer is one of the most common tumors in men, with its incidence and mortality rates continuing to rise year by year. Prostate-specific antigen (PSA) is the most commonly used screening indicator, but its lack of specificity leads to overdiagnosis and overtreatment. …”
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Multicenter study correlating molecular characteristics and clinical outcomes of cancer cases with patient-derived organoids by Paloma Navarro, Tatiana P. Grazioso, Arantzazu Barquín, Maria Barba, Mónica Yagüe, Carlos Millán, Irene López, Elena Sevillano, Miguel Quiralte, Paloma Fernández, Diego Losada, Eduardo Caleiras, Julia Calzas, Beatriz Jiménez, Sergio Ruiz-Llorente, Juan Justo, Félix Guerrero, Vital Hevia, Raquel Martín, Francisco José Pérez-Rodriguez, Julia Tejerina, Mario Prieto, Paula Comune, Juan Francisco Rodriguez-Moreno, Jesús García-Donás

“…Results From 184 patients (17 tumor types), 249 samples were collected: 149 (59.8%) from tumor tissue, 61 (24.5%) from peritoneal fluids, 39 (15.7%) from peripheral blood. Success rates for PDO establishment were 39.5%, 34.4%, and 25.6%, respectively. …”
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Changing trends in oral mucosal diseases in China (2016–2024): a cross-sectional study of 316,166 patients with focus on COVID-19 impact and use of chinese patent medicines by Peiru Zhou, Xu Zhang, Yifan Chen, Jiakun Fang, Yanhong Meng, Furong Yang, Pan Wei, Hong Hua

“…Despite variations in prevalence rates of oral mucosal diseases across regions, previous studies often involved small sample sizes with insufficient data analysis. …”
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Comprehensive assessment of adverse event profiles associated with bispecific antibodies in multiple myeloma by Mobina Golmohammadi, Shahzad Raza, Maram Albayyadhi, Hossein Sholehrasa, Jack Khouri, Louis Williams, Doris K. Hansen, Azam Moradi, Xuan Xu, Moath Albliwi, Ali Hajj Ali, Danai Dima, Faiz Anwer, Barry Paul, Majid Jaberi-Douraki

“…GPRC5D/FcRH5 are associated with less grade 3/4 hematologic toxicity whereas BCMA BsAbs were associated with lower grade 3/4 CRS rates, compared to GPRC5D/FcRH5. These insights are crucial for guiding treatment decisions and developing strategies to improve patient outcomes.…”
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Effects of Live and Peptide-Based Antimicrobiota Vaccines on <i>Ixodes ricinus</i> Fitness, Microbiota, and Acquisition of Tick-Borne Pathogens by Apolline Maitre, Lourdes Mateos-Hernandez, Myriam Kratou, Natalia Egri, Jennifer Maye, Manel Juan, Adnan Hodžić, Dasiel Obregón, Lianet Abuin-Denis, Elianne Piloto-Sardinas, Andrea C. Fogaça, Alejandro Cabezas-Cruz

“…We monitored the tick feeding behavior, survival rates, and infection levels. Additionally, we employed comprehensive microbiota analyses, including the alpha and beta diversity assessments and microbial co-occurrence network construction. …”
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Lumbar Temperature Map of Elderly Individuals with Chronic Low Back Pain—An Infrared Thermographic Analysis by Nelson Albuquerque, Liliana Gonçalves, Wally Strasse, Joaquim Gabriel, Laetitia Teixeira, Pedro Cantista

“…Pain intensity was measured using a numerical rating scale (0–10). The functional assessments included spine mobility tests and validated questionnaires evaluating clinical characteristics. …”
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Effects of Regulated Deficit Irrigation on Leaf Nutrients, Enzyme Activities, and Root Zone Soil Nutrients during Fruit Expansion and Coloration-Sugar Accumulation Stages of Citrus... by ZHONG Yun, HUANG Zhikun, ZHU Shijiang, HAO Kun, ZHU Zirong, ZHANG Wei, CHEN Hongde

“…The aim was to explore the response patterns of soil nutrients, citrus leaf nutrients, antioxidant enzyme activities, and root-zone soil nutrients to water stress under drip irrigation across different growth stages. …”
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Effects of intravenous immunoglobulin on the negatively transformed subpopulations of neutrophilic granulocytes in newborns with congenital pneumonia and neonatal sepsis by I. V. Nesterova, S. V. Kovaleva, G. A. Chudilova, L. V. Lomtatidze, T. V. Smerchinskaya, V. N. Chapurina

“…Limitation of the negative NG transformation in their functionally significant subpopulations in newborns with CAP and NS was accompanied by positive clinical effects, i.e., optimization of antibiotic therapy, reduced duration of treatment, and improved mortality rates.…”
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Genotypic profile of Staphylococcus spp., Enterococcus spp., and E. coli colonizing dogs, surgeons, and environment during the intraoperative period: a cross-sectional study in a v... by Mareliza Possa de Menezes, Marita Vedovelli Cardozo, Natália Pereira, Mariana Bugov, Newton Valerio Verbisck, Vanessa Castro, Alessandra Figueiredo de Castro Nassar, Paola Castro Moraes

“…Conclusion Our study revealed high rates of methicillin-resistant Staphylococcus spp. and tetracycline-resistant Enterococcus spp. colonizing the environment in a veterinary teaching hospital in Brazil. …”
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