Robust prediction of chaotic systems with random errors using dynamical system deep learning by Zixiang Wu, Jianping Li, Hao Li, Mingyu Wang, Ning Wang, Guangcan Liu

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Maternal plasma cell-free RNA as a predictive test for fetal lung maturation by Sean W. D. Carter, Kay Yi Michelle Seah, Si En Poh, Winston Koh, Haruo Usuda, Erin L. Johnson, Yusaku Kumagai, Tsukasa Takahashi, Lara J. Monteiro, Reyna Peñailillo, Gino Nardocci, Hannah R. S. Watson, Masatoshi Saito, Mahesh A. Choolani, Sebastián E. Illanes, Matthew W. Kemp

“…A Random Forest algorithm identified genes that separated mature from immature fetal lung subgroups and determined AUC values for maternal and fetal cell-free RNA (cfRNA) feature sets to predict fetal lung maturation. Results We demonstrate that the analysis of 21 human cfRNA targets in maternal plasma is highly predictive of fetal lung maturation status across antenatal steroid induced (Dexamethasone AUC = 0.93; Betamethasone AUC = 1) and physiological (AUC = 1) lung development models. …”
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Analysis and Prediction of Disease Burden due to High BMI in China from 1990 to 2019 by YAN Danhong, GAN Tongzhou, YUAN Kongjun, ZHOU Guangqing

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Role of Pelvic Ultrasound in Predicting the Response to Neoadjuvant Chemotherapy in Locally Advanced Cervical Cancer by Giorgia Perniola, Giulia Paoni Saccone, Noemi Tonti, Federica Tanzi, Innocenza Palaia, Violante Di Donato, Federica Tomao, Ludovico Muzii, Giorgio Bogani, Ilaria Cuccu, Enrico Ciminello, Francesco Antonio Battaglia, Giusi Santangelo

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Bioinformatics analysis of ferroptosis-related biomarkers and potential drug predictions in doxorubicin-induced cardiotoxicity by Jian Yu, Jian Yu, Jiangtao Wang, Xinya Liu, Xinya Liu, Cancan Wang, Cancan Wang, Li Wu, Yuanming Zhang, Yuanming Zhang

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QTN mapping, gene prediction, and simulation breeding of four-seed pod numbers in soybean by Ming Yuan, Xu Sun, Zhiyuan Yu, Haoyue Sun, Sheng Dong, Jie Zhang, Bo Hu, Wen-Xia Li, Hailong Ning, Wencheng Lu

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Impact of phthalate exposure and blood lipids on breast cancer risk: machine learning prediction by Yanbin Liu, Kunze Li, Yu Zhang, Yifan Cai, Xuanyu Liu, Yiwei Jia, Peizhuo Yao, Xinyu Wei, Huizi Wu, Xuan Liu, Cong Feng, Chaofan Li, Weiwei Wang, Shuqun Zhang, Chong Du

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Prediction of lethal outcomes in COVID-19 cases based on the results chest computed tomography by S. P. Morozov, V. A. Gombolevskiy, V. Yu. Cherninа, I. A. Blokhin, O. A. Mokienko, A. V. Vlаdzimirskiy, A. S. Belevskiy, D. N. Protsenko, M. A. Lysenko, O. V. Zayrаtyants, E. L. Nikonov

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Predicted vs. Observed Prosthesis–Patient Mismatch After Surgical Aortic Valve Replacement by Giorgia Cibin, Augusto D’Onofrio, Giulia Lorenzoni, Valentina Lombardi, Emma Bergonzoni, Assunta Fabozzo, Irene Cao, Andrea Francavilla, Chiara Tessari, Dario Gregori, Gino Gerosa

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Deep Learning Approach Predicts Longitudinal Retinal Nerve Fiber Layer Thickness Changes by Jalil Jalili, Evan Walker, Christopher Bowd, Akram Belghith, Michael H. Goldbaum, Massimo A. Fazio, Christopher A. Girkin, Carlos Gustavo De Moraes, Jeffrey M. Liebmann, Robert N. Weinreb, Linda M. Zangwill, Mark Christopher

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MELD score predicts outcomes in patients with advanced heart failure: A longitudinal evaluation by Francesco Curcio, Cristiano Amarelli, Rosaria Chiappetti, Irene Mattucci, Veronica Flocco, Mahmoud Issa Rammal, Ciro Abete, Francesca Mazzella, Ciro Maiello, Pasquale Abete, Francesco Cacciatore

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Predicting the Development of Thrombosis of the Femoral-Popliteal Bypass in the Long-Term Follow-Up Period by A. B. Zakeryaev, R. A. Vinogradov, P. V. Sukhoruchkin, S. R. Butayev, T. E. Bakhishev, A. I. Derbilov, E. R. Urakov, A. G. Baryshev, V. A. Porkhanov

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Incidence, Prediction, and Prevention of Fractures After Kidney Transplantation: A Systematic Review Protocol by Andrea C. Cowan, Karla Solo, Victoria Lebedeva, Yasaman Mohammadi Kamalabadi, Maha El-Shimy, Aayushi Joshi, Edith Ginika Olalike, Misa Tanaka, Adam G. R. Klotz, Hatoun Wahid Elazhary, Antonia Zhu, Adam Forster, Shafaz Veettil, Sachin G. Nair, Maria Fernanda Servin Martinez, Dweeti Nayak, V. Nikhila Priya, Catherine Wellan, Diana Maria Cespedes Arcani, Pavel S. Roshanov

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Non-Gaussian Process Dynamical Models by Yaman Kindap, Simon Godsill

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Carreau’s Rheological Model and A.N. Tikhonov’s Regularization Method: Parametric Identification Based on a CFD model by Anatoly A. Khvostov, Gazibeg O. Magomedov, Victor I. Ryazhskih, Aleksey V. Kovalev, Aleksey A. Zhuravlev, Magomed G. Magomedov

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Microstructural diffusion MRI for differentiation of breast tumors and prediction of prognostic factors in breast cancer by Xiaoyan Wang, Yan Zhang, Jingliang Cheng, Liangjie Lin, Ying Hu, Anfei Wang, Yong Zhang, Ruhua Wang, Ying Li, Kun Zhang, Wenhua Zhang

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Traffic Noise Models for Curved Roads by Diana Ioana POPESCU, Ioan COSMA

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PREDICTING USD/ TL EXCHANGE RATE IN TURKEY: THE LONG-SHORT TERM MEMORY APPROACH by Abdul-razak Bawa Yussif, Fatih Mangır, Zeynep Karaçor, Ayten Yağmur

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Modeling of pharmacokinetic/pharmacodynamic parameters in regular intermittent intravenous infusion and translational application of the models in personalized antibiotics dosing by Xiangqing Song

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Locust Collective Motion and Its Modeling. by Gil Ariel, Amir Ayali

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