Predicting depression in healthy young adults: A machine learning approach using longitudinal neuroimaging data by Ailing Zhang, Haobo Zhang

“…This study aimed to develop predictive models for depression in young adults using machine learning (ML) techniques and longitudinal data from the Beck Depression Inventory, structural MRI (sMRI), and resting-state functional MRI (rs-fMRI). Feature selection methods, including the least absolute shrinkage and selection operator (LASSO), Boruta, and VSURF, were applied to identify MRI features associated with depression. …”
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Predicting depression risk in middle-aged and elderly adults in China using CNN-BiLSTM-Attention mechanism and LSTM+SHAP framework by Shengxian Bi, Gang Li, Huawei Tan, Yingchun Chen, Dandan Guo

“…SHAP analysis for the LSTM and CNN-BiLSTM-Attention models identified health status and functionality as key factors influencing depression risk in middle-aged and elderly individuals, with pain, gender, sleep duration, and IADL (Instrumental Activities of Daily Living) being the most significant factors. …”
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A toolkit for facilitating markerless integration of expression cassettes in Komagataella phaffii via CRISPR/Cas9 by Laura García-Calvo, Charlotte Kummen, Solvor Rustad, Sissel Beate Rønning, Annette Fagerlund

“…Abstract Background The yeast Komagataella phaffii (formerly known as Pichia pastoris) has been widely used for functional expression of recombinant proteins, including plant and animal food proteins. …”
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Tactile Communism: Keti Chukhrov’s Post-Soviet Dramatic Works and the Legacy of Soviet Defectology by Anastasiya Osipova

“…I argue that, while descriptions of violence, physiological functions, and abject poverty are common for post-Soviet art, in Chukhrov’s work these elements perform radically different task than in the pessimistic and de-ideologized chernukha, or the style of grim realism. …”
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Identification and verification of immune and oxidative stress-related diagnostic indicators for malignant lung nodules through WGCNA and machine learning by Zhou An, Meichun Zeng, Xianhua Wang

“…A protein–protein interaction (PPI) network was constructed and hub genes were extracted using 12 centrality-based algorithms in the CytoHubba plugin. …”
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Cognitive prehabilitation for geriatric patients undergoing elective surgery: a PRISMA-P-compliant protocol for a systematic review by Yu He, Nianyi Sun, Wenchen Zou, Anren Zhang, Xiaochai Han, Caitao Chen

“…This comprehensive systematic review will assess the effectiveness and safety of cognitive prehabilitation programmes prior to surgery on cognitive functional capacity and postoperative cognitive outcomes in geriatric patients undergoing elective surgery.Methods and analysis This protocol was prepared using the Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols. …”
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Cloning, expression and purification of outer membrane protein PorA of Neisseria meningitidis serogroup B by Fakhri Haghi, Shahin Najar Peerayeh, Seyed Davar Siadat, Mehran Montajabiniat

“…PorA is a major component of the outer membrane of N. meningitidis and functions as a cationic porin. This study aimed to clone and determine the expression of PorA. …”
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Identified VCAM1 as prognostic gene in gastric cancer by co-expression network analysis by Wenjuan Li, Hong Gao, Jianjun Liu

“…Co‐expression gene modules were constructed via Weighted Gene Co‐Expression Network Analysis (WGCNA), followed by deciphering gene functions and protein–protein interaction networks within significantly associated modules. …”
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Single-Cell RNA Sequencing Reveals an Atlas of Meihua Pig Testis Cells by Mao Zhang, Yiming Yan, Guoliang Peng, Shuang Gao, Hongyi Li, Yuan Li

“…Pseudo-timing analysis showed that myoid cells and stromal cells originated from common progenitors in Meihua pigs. Functional enrichment analysis revealed that the differentially expressed genes (DEGs) in testicular somatic cells were enriched in the pathways of Ribosome, Oxidative phosphorylation, Protein processing in endoplasmic reticulum, Retrograde endocannabinoid signaling, Cellular senescence and Insulin signaling. …”
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Visualizing the enteric nervous system using genetically engineered double reporter mice: Comparison with immunofluorescence. by Yanfen Jiang, Hui Dong, Lars Eckmann, Elaine M Hanson, Katherine C Ihn, Ravinder K Mittal

“…<h4>Background and aims</h4>The enteric nervous system (ENS) plays a crucial role in the control of gastrointestinal motility, secretion and absorption functions. Immunohistochemistry has been widely used to visualize neurons of the ENS for more than two decades. …”
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Cross-sectional association between hs-CRP/HDL-C ratio and physical frailty among middle-aged and older adults: findings from a population-based study by Yina Wang, Jing Su, Yang Wang

“…BackgroundFrailty, characterized by functional decline and disability, is an emerging public health concern in aging populations. …”
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Minimally Invasive Three-Column Fixation for Displaced Intra-Articular Calcaneal Fractures by Alan Y. Yan MD, Anthony Drazick BS, Baofu Wei MD, Shulei Lou MD, Zhenyu Li MD

“…Category: Trauma; Hindfoot Introduction/Purpose: Calcaneus can be morphologically and biomechanically constructed of medial column, lateral column and a connecting beam acting as transverse column. …”
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Characterization of key genes and immune cell infiltration associated with endometriosis through integrating bioinformatics and experimental analyses by Ying Peng, Xiangdong She, Ying Peng

“…The protein–protein network (PPI) was constructed. Four machine learning methods, including LASSO, SVM-RFE, random forest, and Boruta, were applied to identify the key genes associated with EM. …”
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Micro-Yizkor and Hasidic Memory: A Post-Holocaust Letter from the Margins by Isaac Hershkowitz

“…Engaging scholarship by Michal Shaul, Lior Becker, Gershon Greenberg, and others, the analysis demonstrates how citation, far from being a passive act, functions here as an instrument of resistance, memory, and redemptive reconstruction. …”
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A multi-type programmed cell death gene signature predicts survival and reveals therapeutic targets in osteosarcoma by Chunyang Wu

“…Methods Transcriptomic data from GEO and clinical data from TARGET were analyzed. Functional enrichment, N6-methyladenosine (m6A)-related genes analysis and immune checkpoint analyses were performed. …”
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Efficient and Composable Masked AES S-Box Designs Using Optimized Inverters by Vedad Hadžic, Roderick Bloem

“…In this paper, we present a F28 inverter that achieves the optimal multiplicative depth of three, and use it to construct a more efficient trivially composable masked implementation of the AES S-Box. …”
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Artificial Intelligence and Moral intelligence by Laura Pana

“…If our theoretical hypothesis about a specific moral intelligence, necessary for the implementation of an artificial moral conduct, is correct, then some theoretical and technical issues appear, but the following working hypotheses are possible: structural, functional and behavioural. The future of human and/or artificial morality is to be anticipated.…”
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Beyond autonomous regions: measuring communal self-governance by Agnes Katalin Koos, Kenneth Keulman

“…This may occur when a country’s administrative units are drawn around ethnic, religious, or linguistic settlement areas, and those administrative units also benefit from meaningful autonomy. An index constructed with the help of the QGIS software spatial join functions, which allowed for the quantification of the degree of overlap between the regional minorities’ settlement areas and the ADM01 units (https://gadm.org/), shows that minority self-government has, indeed, the same pacifying effect as other measures of political equality and minority protective policies. …”
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Models of early stages of design of trunk-route passenger airplanes with taking families into account by P. V. Zhuravlev, V. N. Zhuravlev

“…The values of these reserves should be substantiated based on the evaluation of future functioning of the whole created airplane family within the airline fleet. …”
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Virtual surgical planning in soft tissue reconstruction for oral cancer by K. N. Amiraliyev, Ch. R. Rahimov, N. M. Amiraliyev, I. M. Farzaliyev

“…In a patient with locally advanced left buccal mucosa cancer, reconstruction of the postoperative defect was successful without local complications after reconstruction. Good functional and aesthetic results were obtained. The patient was observed for 2 years without signs of disease. …”
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