A logistic regression model to predict long-term survival for borderline resectable pancreatic cancer patients with upfront surgery by Jin-Can Huang, Shao-Cheng Lyu, Bing Pan, Han-Xuan Wang, You-Wei Ma, Tao Jiang, Qiang He, Ren Lang

“…Finally, other models including support vector machines (SVM), random forest, decision tree, and XGBoost were also constructed using the above 4 variables. 10-fold stratified cross-validation and the AUC of ROC were performed to compare accuracy between models. …”
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Association of glucose to lymphocyte ratio with the risk of death in patients with atherosclerotic cardiovascular disease by Jinglin Lei, Wentao Duan, Xiaoxi Yao, Zheng Hu, Huihui Fan, Yifan Liu, Wenjian Zhong, Haipeng Li

“…Restricted cubic spline (RCS) curves were used to display the relationship between GLR and all-cause mortality visually, and two-segment Cox proportional hazards models were constructed on either side of the inflection points. …”
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Study on the aquaculture capacity of whiteleg shrimp (Litopenaeus vannamei)-razor clam (Sinonovacula constricta) tandem mariculture pond by Chunpu Zhao, Gege Bao, Bocheng Mei, Yunhui Luo, Jilin Xu, Shanliang Xu, Danli Wang

“…By optimizing aquaculture density, this mode can fully exploit its potential advantages. In this study, we constructed tandem culture ponds (a shrimp pond with an area of 8000 m2 and a razor clam pond with an area of 4000 m2) in the coastal area, and the polyculture pond (with an area of 2600 m2) was used as the control. …”
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The association between metabolomic profiles of lifestyle and the latent phase of incident chronic kidney disease in the UK Population by Tingting Jin, Yunqi Wu, Siyi Zhang, Ya Peng, Yao Lin, Saijun Zhou, Hongyan Liu, Pei Yu

“…The study enrolled approximately 500,000 participants from the UK Biobank (UKB) between 2006 and 2010, excluding 447,163 individuals with missing data for any metabolite in the NMR metabolomics, any biomarker in the blood chemistry (including eGFR, albumin, or cystatin C), any factor required for constructing the lifestyle score, or a baseline diagnosis of CKD. …”
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An Arctic sea ice concentration data record on a 6.25 km polar stereographic grid from 3 years of Landsat-8 imagery by H.-S. Jung, S.-M. Lee, S.-M. Lee, J.-H. Kim, K. Lee

“…To overcome this issue, this study aims to construct data records of reference SIC over Arctic sea ice using 30 m resolution imagery from the Operational Land Imager (OLI) on board Landsat-8. …”
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Kloning gen virulen Streptococcus agalactiae sebagai bahan dasar vaksin rekombinan by , Sutanti, Retno Damayanti Soejoedono, Irvan Faizal

“…The mga gene  controlled by MBA promoter has constructed successfully as a candidate of DNA vaccine to against S. agalactiae infection in Nile tilapia.   …”
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Coronary Heart Disease Risk Prediction Model Based on Machine Learning by YUE Haitao, HE Chanchan, CHENG Yuyou, ZHANG Sencheng, WU You, MA Jing

“…Based on these methods, CHD predictive models were constructed using five different algorithms: K-Nearest Neighbors (KNN), Logistic Regression, Support Vector Machine (SVM), Decision Tree, and XGBoost. …”
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Establishing a radiomics model using contrast-enhanced ultrasound for preoperative prediction of neoplastic gallbladder polyps exceeding 10 mm by Dong Jiang, Yi Qian, Yijun Gu, Ru Wang, Hua Yu, Zhenmeng Wang, Hui Dong, Dongyu Chen, Yan Chen, Haozheng Jiang, Yiran Li

“…Significant features were identified using the Mann–Whitney U test and further refined with a least absolute shrinkage and selection operator (LASSO) regression model to construct radiomic features. By integrating clinical characteristics, a radiomics nomogram was developed. …”
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Impact of Novel Resistance Profiles in HIV-1 Reverse Transcriptase on Phenotypic Resistance to NVP by Liyan Jiao, Hanping Li, Lin Li, Daomin Zhuang, Yongjian Liu, Zuoyi Bao, Siyang Liu, Jingyun Li

“…Results. 12 strains containing different drug-resistant mutation profiles were constructed, including the K101Q series (K101Q/Y181C/H221Y, K101Q/Y181C, K101Q/H221Y, and K101Q), the V179D series (V179D/Y181C/H221Y, V179D/Y181C, V179D/H221Y, and V179D), and the K103N series (K103N/Y181C/H221Y, K103N/Y181C, K103N/H221Y, K103N). …”
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Meteorin-like alleviates hepatic steatosis by regulating hepatic triglyceride secretion and fatty acid oxidation by Lingyu Song, Yali Huang, Lu Liu, Xuebing Chang, Laying Hu, Guifang Wang, Lifen Xu, Tian Zhang, Yuanyuan Wang, Ying Xiao, Hong Yang, Suye Ran, Qing Shi, Tuanlao Wang, Mingjun Shi, Yuxia Zhou, Bing Guo

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Association of inflammation cytokines with cognitive function in first-episode major depressive disorder by Yan Qing Xi, Yan Qing Xi, Yan Qing Xi, Zong Qi Wang, Zong Qi Wang, Zong Qi Wang, Guo Juan Li, Guo Juan Li, Guo Juan Li, Zhuo Qun Hao, Zhuo Qun Hao, Zhuo Qun Hao, Jia Hui Nie, Jin Xiang Li, Yu Ting Tan, Xiao Dong Hu, Xiao Dong Hu, Gen Wei Wang, Sha Liu, Sha Liu, Yan Fang Wang, Yan Fang Wang, Yan Fang Wang

“…Association analyses revealed an association between BDNF and visuospatial/constructional ability scores and language scores in patients with MDD at baseline, and a positive relationship between TNF-α and attention score. …”
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Bioassays for the evaluation of the attractiveness of attractive targeted sugar bait (ATSB) against Anopheles mosquitoes in controlled semi-field systems by Frank S. C. Tenywa, Ummi A. Kibondo, Julian Entwistle, Osward Dogan, Mapipi Haruna, Restuta P. Phisoo, Jason Moore, Jane J. Machange, Haji Makame, Frederic Tripet, Pie Müller, Mathias Mondy, Derric Nimmo, Jennifer C. Stevenson, Sarah J. Moore

“…Method Experiments were conducted in 2 × 5 × 2-m cages constructed within the semi-field systems (SFS) at Ifakara Health Institute, Bagamoyo, Tanzania. …”
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The transcription factor combination MEF2 and KLF7 promotes axonal sprouting in the injured spinal cord with functional improvement and regeneration-associated gene expression by Callan L. Attwell, Inés Maldonado-Lasunción, Ruben Eggers, Bastiaan A. Bijleveld, Ward M. Ellenbroek, Natascha Siersema, Lotte Razenberg, Dédé Lamme, Nitish D. Fagoe, Ronald E. van Kesteren, August B. Smit, Joost Verhaagen, Matthew R. J. Mason

“…Gene expression profiling revealed that unexpectedly, the MEF2-VP16 construct used had little transcriptional activity in vivo, suggesting additional steps may be required to achieve full MEF2 activity. …”
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PD-L1/TLR7 dual-targeting nanobody-drug conjugate mediates potent tumor regression via elevating tumor immunogenicity in a host-expressed PD-L1 bias-dependent way by Wei Huang, Ji Zhou, Jia Li, Yakun Wan, Chao Hu, Meng Liu, Pan Xu, Feng Tang, Jianhua Sun, Xiaolu Yu, Yiru Long, Binfan Chen, Yongliang Tong, Mengwen Shan, Xiaomin Jia, Henglei Lu, Runqiu Chen, Jin Ren, Guangyi Jin, Likun Gong

“…Immune activation and PD-L1-inducing of TLR7 agonists were evaluated in diverse innate cell models. We constructed PD-L1/TLR7 dual-targeting NDCs by chemically coupling PD-L1 nanobodies and TLR7 agonists. …”
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Social vulnerability and genetic service utilization among unaffected BRIDGE trial patients with inherited cancer susceptibility by Jemar R. Bather, Melody S. Goodman, Adrian Harris, Guilherme Del Fiol, Rachel Hess, David W. Wetter, Daniel Chavez-Yenter, Lingzi Zhong, Lauren Kaiser-Jackson, Rachelle Chambers, Richard Bradshaw, Wendy Kohlmann, Sarah Colonna, Whitney Espinel, Rachel Monahan, Saundra S. Buys, Ophira Ginsburg, Kensaku Kawamoto, Kimberly A. Kaphingst, on behalf of the BRIDGE research team

“…We merged zip codes from the EHR to construct census tract-weighted social measures of the Social Vulnerability Index. …”
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NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation by Kaustubh Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahadiran, Simon Mille, Ashish Shrivastava, Samson Tan, Tongshang Wu, Jascha Sohl-Dickstein, Jinho Choi, Eduard Hovy, Ondřej Dušek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honoré, Ishan Jindal, Przemysław Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxine Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Meunnighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Vasconcellos Samus, Ananya Sai, Robin Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto, Aman Srivastava, Aditya Srivatsa, Tony Sun, Mukund Varma, A Tabassum, Fiona Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyu Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael Yee, Jing Zhang, Yue Zhang

“…The transformations incorporate noise, intentional and accidental human mistakes, socio-linguistic variation, semantically-valid style, syntax changes, as well as artificial constructs that are unambiguous to humans. We demonstrate the efficacy of NL-Augmenter by using its transformations to analyze the robustness of popular language models. …”
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Factors associated with physical fitness and disparities in population segments among older adults: A cross-sectional study by Yuqin Rao, Jingjing Wang, Kai Li, Fanhui Zheng, Ying Chen, Bo Zhai, Jintao Hong, Chen Wang, Bao Liu, Dao Wang

“…A profile analysis model was constructed by feature extraction, label design and clustering using principal component analysis and k-prototypes. …”
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體驗教育對建構大學生心理資本之研究 Effect of Experiential Education on College Students’ Psychological Capital Development by 陳淑媛 Shu-Yuan Chen, 許于仁 Yu-Ren Hsu

“…Researchers have identified four core PsyCap constructs: self-efficacy, optimism, hope, and resilience. …”
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Designing an entrepreneurial ecosystem model in a university with a knowledge-based approach by Nahid Mir, Amin Rahimi Kia, Mehry Daraei

“…The results in the qualitative part showed that 67 primary codes, 11 basic themes, and 5 constructive themes are identified in most infrastructure and support clusters (2 themes), integration of technology and knowledge (2 themes), education and culture (3 themes), policy and planning. (2 themes), and integrated management (2 themes); and relationships between them were drawn and presented in the form of a paradigmatic model. …”
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Development and validation of an explainable machine learning model for mortality prediction among patients with infected pancreatic necrosisResearch in context by Caihong Ning, Hui Ouyang, Jie Xiao, Di Wu, Zefang Sun, Baiqi Liu, Dingcheng Shen, Xiaoyue Hong, Chiayan Lin, Jiarong Li, Lu Chen, Shuai Zhu, Xinying Li, Fada Xia, Gengwen Huang

“…The SHapley Additive exPlanations (SHAP) method was employed to interpret the model in terms of features importance and features effect. The final model constructed with optimal feature subset was deployed as an interactive web-based Shiny app. …”
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