A two-layer low-carbon economic planning method for park-level integrated energy systems with carbon-energy synergistic hub by Yunfei Mu, Haochen Guo, Zhijun Wu, Hongjie Jia, Xiaolong Jin, Yan Qi

“…Building a low-carbon park is crucial for achieving the carbon neutrality goals. However, most research on low-carbon economic planning methods for park-level integrated energy systems (PIES) has focused on multi-energy flow interactions, neglecting the “carbon perspective” and the impact of the dynamic coupling characteristics between multi-energy flows and carbon emission flow (CEF) on carbon reduction and planning schemes. …”
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Exploring predictors of insomnia severity in shift workers using machine learning model by Hyewon Yeo, Hyeyeon Jang, Nambeom Kim, Sehyun Jeon, Yunjee Hwang, Chang-Ki Kang, Seog Ju Kim, Seog Ju Kim

“…Although the potential for immediate clinical application is limited, this study can serve as guidance for future research in improving a prediction model for shift workers. …”
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Machine learning-based real-time prediction of duodenal stump leakage from gastrectomy in gastric cancer patients by Jae Hun Chung, Jae Hun Chung, Jae Hun Chung, Yushin Kim, Dongjun Lee, Dongwon Lim, Dongwon Lim, Dongwon Lim, Sun-Hwi Hwang, Sun-Hwi Hwang, Sun-Hwi Hwang, Si-Hak Lee, Si-Hak Lee, Si-Hak Lee, Woohwan Jung

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Bridging aging, immunity, and atherosclerosis: novel insights into senescence-related genes by Yan Lu, Rong Yuan, Rong Yuan, Qiqi Xin, Qiqi Xin, Keji Chen, Keji Chen, Weihong Cong, Weihong Cong

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Expert Recommendations on Antithrombotic Management of Peripheral Artery Disease: Perspectives from Indian Interventional Radiologists by Balaji Patel Kola, Ajit K. Yadav, Shyamkumar N. Keshava, Rochan Pant, Ujjwal Gorsi, Gireesh Mukund Warawdekar, Virender Singh Kapoorsingh Sheorain, Nikhil Bansal, Shuvro Roy Choudhury, Swatee Halbe, Vivek Kisan Ukirde, Arun Gupta, Lijesh Kumar, Rohith Puthan Veettil, Suyash Kulkarni

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Development and validation of mRNA expression-based classifiers to predict low-risk thyroid tumors by Allan Golding, David Bimston, Emma Namiranian, Ellen Marqusee, Gabriel Correa, Evana Valenzuela Scheker, Ruochen Jiang, Yangyang Hao, Mohammed Alshalalfa, Jing Huang, Joshua P. Klopper, Richard T. Kloos, Sara Ahmadi

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Palette-based image recoloring based on moving least squares(基于移动最小二乘的图像重着色) by 周家伟(ZHOU Jiawei), 黄子康(HUANG Zikang), 彭俊豪(PENG Junhao), 李盛善(LI Shengshan), 刘晓静(LIU Xiaojing), 杜正君(DU Zhengjun)

“…Specifically, we first employ an improved K-means algorithm to extract the palette of the input image. …”
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Predicting postoperative neurological outcomes of degenerative cervical myelopathy based on machine learning by Shuai Zhou, Shuai Zhou, Shuai Zhou, Shuai Zhou, Zexiang Liu, Zexiang Liu, Zexiang Liu, Haoge Huang, Haoge Huang, Haoge Huang, Hanxu Xi, Xiao Fan, Xiao Fan, Xiao Fan, Yanbin Zhao, Yanbin Zhao, Yanbin Zhao, Xin Chen, Xin Chen, Xin Chen, Yinze Diao, Yinze Diao, Yinze Diao, Yu Sun, Yu Sun, Yu Sun, Hong Ji, Feifei Zhou, Feifei Zhou, Feifei Zhou

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Results of external quality control study in flow cytometric acute lymphoblastic leukemia diagnostics by A. M. Popov, T. U. Verzhbitskaya, E. E. Zueva, O. V. Anan’eva, E. V. Babenko, L. V. Baydun, E. A. Belyakova, E. V. Boyakova, O. G. Bortnikova, M. V. Gorchakova, L. Yu. Grivtsova, E. N. Grinkevich, Yu. V. Davydova, E. I. Zakhar’ko, O. I. Illarionova, N. M. Kaprano, E. A. Koroleva, S. A. Kochengina, E. G. Kuz’mina, E. A. Kustova, T. A. Makarova, Yu. V. Mirolyubova, O. E. Murashkina, T. Yu. Mushkarina, E. S. Nisheva, I. A. Novikova, E. Yu. Osipova, G. E. Pluzhnikova, M. E. Pochtar, N. V. Pronkina, E. V. Rusanova, E. B. Rybkina, O. V. Seliverstova, N. N. Tupitsin, G. I. Uleyskaya, N. T. Urazalieva, L. G. Fechina, O. V. Khoroshikh, O. E. Tsareva, L. A. Shchekina, S. A. Plyasunova, S. A. Lugovskaya

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ZEB1 transcription factor promotes immune escape in melanoma by Christophe Caux, Stephane Dalle, Arnaud de la Fouchardière, Laurie Tonon, Maud Plaschka, Valentin Benboubker, Maxime Grimont, Justine Berthet, Jonathan Lopez, Myrtille Le-Bouar, Brigitte Balme, Garance Tondeur, Lionel Larue, Alain Puisieux, Yenkel Grinberg-Bleyer, Nathalie Bendriss-Vermare, Bertrand Dubois, Julie Caramel

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MODELING ECONOMIC AGENTS’ EXPECTATIONS AS A TOOL OF FORECASTING SHORT-TERM ECONOMIC CYCLES by Leonid A. Elshin, Maxim V. Savushkin

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The Effect of Hemoadsorption with CytoSorb on Severe COVID-19 Complications by A. S. Rybalko, S. N. Galkina, A. S. Saryglar, A. V. Voronin, M. I. Rezyapova, N. I. Chaus, S. N. Perekhodov, N. A. Karpun

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Effects of urban sprawl on land use change in the peripheral villages of Tehran metropolis (case study: Tehran-Damavand axis) by ِAshkan Mohammadi, Naser Shafiei Sabet, Alireza Shakiba

“…After that, the supervised classification operation was monitored by the SVM algorithm and the detection and determination of the sprawl pattern in the study area. …”
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Development and evaluation of customized software to automatically align macula and optic disc centered scanning laser ophthalmoscope fundus images by M. Elena Martinez-Perez, Franziska G. Rauscher, Pingping Zhao, Tobias Elze

“…OCT manufacturer-delivered software does not provide automated image registration. Therefore researchers are forced to manually perform the alignment over different scanning regions. …”
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Antithrombotic Therapy in Patients with Malignant Lymphoproliferative Disorders Treated with Ibrutinib by EI Emelina, GE Gendlin, IG Nikitin

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Impossible 4-Tuple Attack: A New Mixture-Based Cryptanalysis Applied to Reduced-Round AES-128 by Masroor Hajari, Mahmoud Salmasizadeh, Javad Mohajeri, Siavash Ahmadi, Atiyeh Mirzaie

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Prevalence and associated factors of mammography uptake among the women aged 45 years and above: policy implications from the longitudinal ageing study in India wave I survey by Priyanka Sharma, Dipak Das, Divya Khanna, Atul Budukh, Anita Khokhar, Satyajit Pradhan, Ajay Kumar Khanna, Pankaj Chaturvedi, Rajendra Badwe

“…The national operational framework includes mammography as one of the investigation modalities under the algorithm for early detection and management of breast cancer. …”
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Robust Classification of Intramuscular EMG Signals to Aid the Diagnosis of Neuromuscular Disorders by Shobha Jose, S. Thomas George, M. S. P. Subathra, Vikram Shenoy Handiru, Poornaselvan Kittu Jeevanandam, Umberto Amato, Easter Selvan Suviseshamuthu

“…Finally, the sequence of class labels is fed to the Boyer-Moore majority vote (BMMV) algorithm, which assigns a class to every iEMG signal. …”
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Comparing viral, bacterial, and coinfections in community-acquired pneumonia, a retrospective cohort study by Frederike Waldeck, Solveig Lemmel, Marcus Panning, Nadja Käding, Andreas Essig, Gernot Rohde, Mathias W. Pletz, Martin Witzenrath, Sebastien Boutin, Jan Rupp

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Prediction of Distant Metastasis of Renal Cell Carcinoma Based on Interpretable Machine Learning: A Multicenter Retrospective Study by Dong J, Duan M, Liu X, Li H, Zhang Y, Zhang T, Fu C, Yu J, Hu W, Peng S

“…Jinkai Dong,1,* Minjie Duan,2,3,* Xiaozhu Liu,4,* Huan Li,5 Yang Zhang,6 Tingting Zhang,7 Chengwei Fu,1 Jie Yu,8 Weike Hu,9 Shengxian Peng9,* 1Senior Department of Urology, the Third Medical Center of PLA General Hospital, Beijing, People’s Republic of China; 2Medical School of Chinese PLA, Beijing, People’s Republic of China; 3Medical Innovation Research Department, Chinese PLA General Hospital, Beijing, People’s Republic of China; 4Emergency and Critical Care Medical Center, Beijing Shijitan Hospital, Capital Medical University, Beijing, People’s Republic of China; 5Chongqing College of Electronic Engineering, Chongqing, People’s Republic of China; 6College of Medical Informatics, Chongqing Medical University, Chongqing, People’s Republic of China; 7Department of Endocrinology, Fifth Medical Center of Chinese PLA Hospital, Beijing, People’s Republic of China; 8Department of Medical Imaging, The Affiliated Taian City Central Hospital of Qingdao University, Taian, People’s Republic of China; 9Scientific Research Department, First People’s Hospital of Zigong City, Zigong, People’s Republic of China*These authors contributed equally to this workCorrespondence: Shengxian Peng, Scientific Research Department, First People’s Hospital of Zigong City, No. 42, 1st Street, Shangyihao, ZiLiuJing District, ZiGong, SiChuan, 643000, People’s Republic of China, Email 13258280319@163.comBackground: : The traditional tool for predicting distant metastasis in renal cell carcinoma (RCC) is still insufficient. …”
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