Predictive analytics of complex healthcare systems using deep learning based disease diagnosis model by Muhammad Kashif Saeed, Alanoud Al Mazroa, Bandar M. Alghamdi, Fouad Shoie Alallah, Abdulrhman Alshareef, Ahmed Mahmud

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Optimizing Clinical Management of COVID-19: A Predictive Model for Unvaccinated Patients Admitted to ICU by Ahmed Farhan, Khouloud Ayed, Sara Zayati, Rym Akrout, Akram Dlala, Amal Abouda, Nesrine Zoghlami, Halima Mahjoubi, Iheb Labbane, Asma Gati

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Predictive model using systemic inflammation markers to assess neoadjuvant chemotherapy efficacy in breast cancer by Yulu Sun, Yinan Guan, Hao Yu, Yin Zhang, Jinqiu Tao, Weijie Zhang, Yongzhong Yao

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A Type‐3 Fuzzy‐Based Model Predictive Control Approach for Management of Constant Energy by Man‐Wen Tian, Lixing Zhu, Mohammad Hosein Sabzalian, Jafar Tavoosi, Amirhosein Khosravi Sarvenoee, Pierpaolo D'Urso, Ebrahim Ghaderpour, Ardashir Mohammadzadeh

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Predictive model for sarcopenia in patients with non-small cell lung cancer and malignant pleural effusion by Hengxing Gao, Xuexue Zou, Meng Fan, Mingwei Chen

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A predictive model for early neurological deterioration after intravenous thrombolysis in patients with ischemic stroke by Liping He, Liping He, Meng Zhang, Meng Zhang, Fei Xu, Zhangsong Wu, Huijuan Chen, Ying Li, Ran Chen

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Antibody Fab‐Fc properties outperform titer in predictive models of SIV vaccine‐induced protection by Srivamshi Pittala, Kenneth Bagley, Jennifer A Schwartz, Eric P Brown, Joshua A Weiner, Ilia J Prado, Wenlei Zhang, Rong Xu, Ayuko Ota‐Setlik, Ranajit Pal, Xiaoying Shen, Charles Beck, Guido Ferrari, George K Lewis, Celia C LaBranche, David C Montefiori, Georgia D Tomaras, Galit Alter, Mario Roederer, Timothy R Fouts, Margaret E Ackerman, Chris Bailey‐Kellogg

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Explainable Predictive Model for Suicidal Ideation During COVID-19: Social Media Discourse Study by Salah Bouktif, Akib Mohi Ud Din Khanday, Ali Ouni

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Predictive Model for Early Neurological Deterioration in Acute Ischemic Stroke Utilizing Novel Thrombotic Biomarkers by Yifei Zhao, Hao Zhu, Changfei Dai, Wen Liu, Wenjin Yu, Bin Yan, Xiyang Ji, Lin Li, Dong Wei, Zhaopan Li, Ping Chen

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Development and validation of a predictive model for frailty risk in older adults with cardiovascular-metabolic comorbidities by Lulu Yan, Lulu Yan, Entong Ren, Chenjiao Guo, Yuanyuan Peng, Hao Chen, Weihua Li

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A predictive model for body water and fluid balance using 3D smartphone anthropometry by Austin J. Graybeal, Abby T. Compton, Sydney H. Swafford, Caleb F. Brandner, Molly F. Johnson, Maria G. Kaylor, Hunter Haynes, Jon Stavres

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Development of a predictive risk model for all-cause mortality in patients with diabetes in Hong Kong by William Ka Kei Wu, Tong Liu, Ian Chi Kei Wong, Qingpeng Zhang, Jiandong Zhou, Sharen Lee, Keith Sai Kit Leung, Kamalan Jeevaratnam, Wing Tak Wong

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Development of a Predictive Model for Classifying Immune Checkpoint Inhibitor‐Induced Liver Injury Types by Jun Kitadai, Toshifumi Tada, Takanori Matsuura, Mayumi Ehara, Tatsuya Sakane, Miki Kawano, Yuta Inoue, Shoji Tamura, Aya Horai, Yuuki Shiomi, Yoshihiko Yano, Yuzo Kodama

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Genetic Analysis and Predictive Modeling of COVID-19 Severity in a Hospital-Based Patient Cohort by Iraide Alloza-Moral, Ane Aldekoa-Etxabe, Raquel Tulloch-Navarro, Ainhoa Fiat-Arriola, Carmen Mar, Eloisa Urrechaga, Cristina Ponga, Isabel Artiga-Folch, Naiara Garcia-Bediaga, Patricia Aspichueta, Cesar Martin, Aitor Zarandona-Garai, Silvia Pérez-Fernández, Eunate Arana-Arri, Juan-Carlos Triviño, Ane Uranga, Pedro-Pablo España, Koen Vandenbroeck-van-Caeckenbergh

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Predictive value of an early comprehensive assessment model for refractory mycoplasma pneumoniae pneumonia and internal validation by Xiangtao Wu, Weihong Lu, Weiqing Liu, Yishuai Ren, Shuangshuang Fan, Yali Xu, Ruigui Zhang, Xue Liu, Mengzhu Wang, Tuanjie Wang, Xingliang Zhang, Shaoru He, Shujun Li

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Predictive Modeling of Climate-Driven Crop Yield Variability Using DSSAT Towards Sustainable Agriculture by Safa E. El-Mahroug, Ayman A. Suleiman, Mutaz M. Zoubi, Saif Al-Omari, Qusay Y. Abu-Afifeh, Heba F. Al-Jawaldeh, Yazan A. Alta’any, Tariq M. F. Al-Nawaiseh, Nisreen Obeidat, Shahed H. Alsoud, Areen M. Alshoshan, Fayha M. Al-Shibli, Rakad Ta’any

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Balancing mental health through predictive modeling for healthcare workers during public health crises by Jiana Wang, Lin Feng, Nana Meng, Cong Yang, Fanfan Cai, Xin Huang, Yihang Sun, Kristin K. Sznajder, Lu Zhang, Pin Yao

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Predictive nomogram model for severe coronary artery calcification in end-stage kidney disease patients by Xinfang Tang, Hanyang Qian, Shijiu Lu, Hui Huang, Jing Wang, Fan Li, Anning Bian, Xiaoxue Ye, Guang Yang, Kefan Ma, Changying Xing, Yi Xu, Ming Zeng, Ningning Wang

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Tumorspheres as In Vitro Model for Identifying Predictive Chemoresistance and Tumor Aggressiveness Biomarkers in Breast and Colorectal Cancer by Toni Martinez-Bernabe, Pere Miquel Morla-Barcelo, Lucas Melguizo-Salom, Margalida Munar-Gelabert, Alba Maroto-Blasco, Margalida Torrens-Mas, Jordi Oliver, Pilar Roca, Mercedes Nadal-Serrano, Daniel Gabriel Pons, Jorge Sastre-Serra

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Use of Saliva Analytes as a Predictive Model to Detect Diseases in the Pig: A Pilot Study by Eva Llamas-Amor, Alba Ortín-Bustillo, María José López-Martínez, Alberto Muñoz-Prieto, Edgar García Manzanilla, Julián Arense, Aida Miralles-Chorro, Pablo Fuentes, Silvia Martínez-Subiela, Antonio González-Bulnes, Elena Goyena, Andrea Martínez-Martínez, José Joaquín Cerón, Fernando Tecles

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