EFFECT OF NEURODEGENERATIVE CHANGES IN THE BRAIN ON THE FORMATION OF THE DISEASE CLINICAL PICTURE IN PATIENTS WITH MULTIPLE SCLEROSIS by L. N. Prakhova, Ye. P. Magonov, A. G. Ilves, A. A. Bogdan, G. V. Kataeva, Ye. S. Malakhova, Zh. I. Savintseva, I. D. Stolyarov, T. N. Trofimova

“…Neurodegenerative changes of brain structures evolve with different rates, have different intensity and determine the set of symptoms of neurological impairment and severity of disability, which indicates the presence of certain patterns of the process of atrophy in the brain, forming the clinical picture of the disease.…”
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Prognostic significance of acute exacerbations and usual interstitial pneumonia in fibrotic interstitial lung disease by Yun Zhang, Zekai Cen, Qunli Ding, Yanan Ying, Chengna Lv, Tingting Wu

“…The Kaplan‒Meier survival analysis showed that the IPF group (HR 1.97, 95% CI 1.05–3.70, P = 0.011) had a worse survival rate than the FILD group, and landmark analyses showed that the survival of FILD patients with the UIP pattern (HR 3.07 95% CI 1.37–6.86 P = 0.006) was significantly shorter than that of FILD patients with the NSIP pattern 48 months after ILD diagnosis. …”
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Cancelable Multi-Branch Deep Learning Framework for Privacy-Preserving ECG Biometric Authentication by Mohamed Hammad, Ali Abdullah S. AlQahtani, Mohammed ELAffendi, Abdelhamied A. Ateya, Nebojsa Bacanin

“…We evaluate the framework on two publicly available ECG datasets (PTB and ECG-ID) achieving high authentication performance with accuracies of 96.25% and 96.43%, respectively, and Equal Error Rates (EER) of 3.55% and 3.6%. The system meets critical privacy-preserving criteria, including irreversibility, unlinkability, diversity, and revocability. …”
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Evolutionary trajectory estimation via replication simulation of coronavirus spike gene based on random mutation and similarity-based selection by Min Chan Kim, Hye Ji Jung, Seong Sik Jang, Van Thi Lo, Hye Kwon Kim

“…Simulations tracking the evolution of SARS-CoV-2 Wuhan-Hu-1 toward the Omicron variant (BA.1) displayed plateau-like similarity trajectories, where increased substitution rates resulted in a more rapid attainment of the plateau stage. …”
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A neuronal imaging dataset for deep learning in the reconstruction of single-neuron axons by Liya Li, Liya Li, Ying Hu, Ying Hu, Xiaojun Wang, Pei Sun, Tingwei Quan

“…Our results demonstrate significantly improved axon detection rates across both state-of-the-art and traditional methodologies. …”
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Deep Learning Approach for Classifying DDoS Attack Traffic in SDN Environments by Mohd Nadeem, Shweta Dwivedi, Rizwan Akhtar, Shameem Ahmad Ansari, Saumya Singh, Eram Fatima Siddiqui, Rajeev Kumar

“…A neural network classifier analyzes this data to identify complex patterns and behaviors associated with DDoS attacks. …”
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Exploring the profile and risk factors associated with self-harm ideation and behaviors in adolescents with high psychoticism by Xiao-Ming Xu, Ru-Hong Jiang, Yu-Shuang Han, Wo Wang, Ming Ai, Jian-Mei Chen, Jun Cao, Xiao-Rong Chen, Zhen Lv, He-Yan Xu, Da-Qin Ding, Su Hong, Jing-Lan He, Qi Zhang, Lei Shi, Ning Du, Jin-Hui Hu, Li Kuang

“…Actual self-harm rates were 4.7% (lifetime), 1.64% (past year), and 0.37% (past month). …”
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Mechanism of atrazine migration and diffusion control in soil by clay matrix composites by Xiangyu Wang, Qiang Fu, Tianxiao Li, Renjie Hou, Mo Li, Dong Liu, Fanying Kong, Mingxuan Liu, Shuqi Dong

“…Sep/BC increased the saturated hydraulic conductivity of the soil by 42.89 % and porosity by 2.81 %, which resulted in a reduction of the ATZ leaching rate by 49 %. The composites had a maximum adsorption capacity of 160.08 mg/g after FC activation, combining iron-catalyzed degradation with competitive resistance to organic matter. …”
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Antimicrobial susceptibility profiles of thermophilic Campylobacter species from human, pig, and chicken feces in Rwanda by Noel Gahamanyi, Noel Gahamanyi, Arsene Musana Habimana, Jean Paul Harerimana, Josiane Mukayisenga, Salomon Ntwali, Anathali Umuhoza, Emmanuel Nsengiyumva, Emmanuel Irimaso, Jean Bosco Shimirwa, Cheol-Ho Pan, Erick Vitus Komba, Claude Mambo Muvunyi, Nadine Rujeni, Raghavendra G. Amachawadi

“…Multi-drug resistance (MDR) was observed among the isolates, with the highest rates observed in chicken isolates (88.0%). Proportions of MDR among pig (40.9%) and human (40.7%) isolates were more or less similar. …”
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First Molecular Characterization and Antibiogram of Bacteria Isolated From Dairy Farm Wastewater in Bangladesh by Md. Shamsul Islam, Md. Arif-Uz-Zaman Polash, Md. Hakimul Haque

“…Moreover, several antibiotic resistance genes (ARGs) including penA, blaTEM, blaCTX−M, tetA, tetB, tetC, and ermB were detected across the bacterial species, with high prevalence rates in P. aeruginosa and A. junii, suggesting the potential for horizontal gene transfer and further spread of resistance. …”
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Association of Paternal Diabetes With Hemorrhagic Stroke in Bangladeshi Women: The MAGPIE Study by Md. Abdullah Yusuf, Redoy Ranjan, Dipannita Adhikary, Adneen Moureen, Maliha Hakim

“…Although males had significantly higher rates of hypertension (p < 0.001), diabetes (p = 0.008), chronic constipation (p = 0.03), and systolic blood pressure (p < 0.001), females were found to have significantly higher body mass index (23.1 ± 3.1 vs. 21.4 ± 2.9; p < 0.001) and paternal diabetes (9.6% vs. 4.8%; p = 0.004) compared to male. …”
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Graph Neural Network With Hessian-Based Locally Linear Embedding for Cancer Metastasis Analysis in Lymph Nodes Using DeepLab Segmentation by Senthil Jayapal, R. Annamalai

“…In clinical settings, where whole-slide images of histological lymph nodes are involved, it is crucial to identify and detect breast cancer metastases. Patient survival rates increase significantly with early detection. …”
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Comparative analysis of aggressiveness in giant cell tumor of bone between upper and lower extremities: A systematic review and meta-analysis by Rhyan Darma Saputra, Dita Anggara Kusuma, Fathih Kaldani, Khoirul Fahmi

“…Emerging evidence suggests unique behavioral patterns of GCTB in extremities. This study seeks to rigorously compare the aggressiveness of GCTB in the upper versus lower extremities, centering on recurrence rates. …”
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Prevalence and Associated Factors of Insomnia in Adult Psychiatric Patients: A Hospital-Based Study by Jhowhar Datta, Mohammad Tariqul Alam, Taiyeb Ibna Zahangir, Sadia Afrin, Ahsan Aziz Sarkar, Md Shariful Haque, A. M. Fariduzzaman, Bijoy Kumar Dutta

“…Results The prevalence of insomnia was 44.2%, with the highest rates observed in trauma-and stressor-related disorders, followed by depressive disorders. …”
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Epidemiology of extended-spectrum β-lactamase producing Escherichia coli from hospital settings in Yemen by Samar Nasher, Sameer Alsharapy, Anwar Al-Madhagi, Fathiah Zakham

“…The highest significant rates were among the elderly, patients with previous hospitalization, patients who have stayed in hospital more than 22 days, patients who have taken third generation cephalosporins as treatment and diabetic patients. …”
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Social media use, risk behavior engagement, and mental health among middle adolescents in the Caribbean by Deogwoon Kim, Riley Magane, Maxwell Poitier, Julia Kuang, Ava Wang, Richard Adderley, Lynette Deveaux

“…Girls reported higher rates of social media usage, active and passive engagement on social media, cyberbullying experiences, and mental health issues, while boys were more likely to engage in sexting and offline risk behaviors. …”
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MSDCA: A Multi-Scale Dual-Branch Network with Enhanced Cross-Attention for Hyperspectral Image Classification by Ning Jiang, Shengling Geng, Yuhui Zheng, Le Sun

“…First, a multiscale 3D spatial–spectral feature extraction module (3D-SSF) employs parallel 3D convolutional branches with diverse kernel sizes and dilation rates, enabling hierarchical modeling of spatial–spectral representations from large-scale patches and effectively capturing both fine-grained textures and global context. …”
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Non-selective waterbird hunting in a Natura 2000 site results in killing of protected species: A case study from western Poland by Dominik Marchowski, Robert Jurszo, Paweł Stańczak, Michał Jasiński, Sebastian Guentzel

“…For nearly all species, harvest rates exceeded the sustainable thresholds defined by BirdLife International. …”
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Spatial Downscaling of TRMM Precipitation Data Using an Optimal Subset Regression Model with NDVI and Terrain Factors in the Yarlung Zangbo River Basin, China by Jinping Liu, Wanchang Zhang, Ning Nie

“…Moreover, the spatial patterns of both precipitation rates of change and their corresponding p value statistics were consistent between the downscaled results and the original TRMM 3B43 during the 2001–2014 period, which verifies that the downscaling method performed well in the Yarlung Zangbo River Basin. …”
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Mental Health in Croatian Competing Adolescent Athletes: Insights from the SMHAT-1 Questionnaire by Katarina Sore, Frane Franic, Luka Androja, Ivana Batarelo Kokic, Darko Marcinko, Stipe Drmic, Valentin Zdravko Markser, Tomislav Franic

“…Female athletes reported higher rates of anxiety (22.7% vs. 3.8%, <i>p</i> < 0.001), depression (25.4% vs. 5.3%, <i>p</i> < 0.001), alcohol use (27.0% vs. 7.7%, <i>p</i> < 0.001), ADHD (18.8% vs. 2.4%, <i>p</i> < 0.001), and post-traumatic stress disorder (8.2% vs. 1.2%, <i>p</i> < 0.001) compared to males. …”
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