Search Results - Random forest algorithms

Internal and external validation of machine learning–assisted prediction models for mechanical ventilation–associated severe acute kidney injury. by Huang, Sai, Teng, Yue, Du, Jiajun, Zhou, Xuan, Duan, Feng, Feng, Cong

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Response Prediction in Lung SBRT with Artificial Intelligence. by ETIZ, Durmuş, YAKAR, Melek, AK, Güntülü, KÜTRI, Deniz, ÇELIK, Özer, METINTAŞ, Muzaffer

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Parameterization of manipulative media discourse: possibilities and problems of automatic diagnosis. by Shakenova, Maigul, Tashimkhanova, Dybys, Shaikova, Gulvira, Ospanova, Ulzhan, Popovich, Olga

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Assessing the Impact of Urban Environments on Mental Health and Perception Using Deep Learning: A Review and Text Mining Analysis. by Wedyan, Musab, Saeidi-Rizi, Fatemeh

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Dosiomics-Based Prediction of Radiation-Induced Valvulopathy after Childhood Cancer. by Chounta, Stefania, Allodji, Rodrigue, Vakalopoulou, Maria, Bentriou, Mahmoud, Do, Duyen Thi, De Vathaire, Florent, Diallo, Ibrahima, Fresneau, Brice, Charrier, Thibaud, Zossou, Vincent, Christodoulidis, Stergios, Lemler, Sarah, Letort Le Chevalier, Veronique

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A Machine Learning Algorithm Predicting Infant Psychomotor Developmental Delay Using Medical and Social Determinants. by Waynforth, David

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Decreased default mode network functional connectivity with visual processing regions as potential biomarkers for delayed neurocognitive recovery: A resting-state fMRI study and ma... by Zhaoshun Jiang, Yuxi Cai, Songbin Liu, Pei Ye, Yifeng Yang, Guangwu Lin, Shihong Li, Yan Xu, Yangjing Zheng, Zhijun Bao, Shengdong Nie, Weidong Gu

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Discordant and Converting Receptor Expressions in Brain Metastases from Breast Cancer: MRI-Based Non-Invasive Receptor Status Tracking. by Heitkamp, Alexander, Madesta, Frederic, Amberg, Sophia, Wahaj, Schohla, Schröder, Tanja, Bechstein, Matthias, Meyer, Lukas, Broocks, Gabriel, Hanning, Uta, Gauer, Tobias, Werner, René, Fiehler, Jens, Gellißen, Susanne, Kniep, Helge C.

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Predicting the Risk of Posttraumatic Osteoarthritis After Primary Anterior Cruciate Ligament Reconstruction: A Machine Learning Time-to-Event Analysis. by Lu, Yining, Reinholz, Anna K., Till, Sara E., Kalina, Sydney V., Saris, Daniel B.F., Camp, Christopher L., Stuart, Michael J.

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Identification of the characteristics of infiltrating immune cells in pulpitis and its potential molecular regulation mechanism by bioinformatics method. by Wang, Jing, Qiao, Junxia, Ma, Lili, Li, Xin, Wei, Chengshi, Tian, Xiufen, Liu, Kun

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Identification of anoikis-related genes classification patterns and immune infiltration characterization in ischemic stroke based on machine learning. by Xiaohong Qin, Shangfeng Yi, Jingtong Rong, Haoran Lu, Baowei Ji, Wenfei Zhang, Rui Ding, Liquan Wu, Zhibiao Chen

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Psychological capital status and influencing factors of breast cancer patients based on random forest model. by LI Na, XU Chenxue, HAN Ranran, SUN Yuqian, JIAO Guimei

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Prediction of Waiting Times in A&E...21st International Conference on Informatics, Management, and Technology in Healthcare (ICIMTH), July 1-3, 2023, Athens, Greece by ARIAS-GÓMEZ, Luis F., LOVEGROVE, Thomas, KUNZ, Holger

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Metabolomic Insights into Sheep Milk: Advancing the Development of Healthier Functional Foods. by GILL, AAKASH, BOHRA, MEGHA, ADIL, SHAIKH, BIHOLA, ANKIT, VASHISHT, PRANAV, DWIVEDI, ABHISHEK, VERMA, DIGVIJAY

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Multivariate Pattern Analysis of Genotype–Phenotype Relationships in Schizophrenia. by Zheutlin, Amanda B, Chekroud, Adam M, Polimanti, Renato, Gelernter, Joel, Sabb, Fred W, Bilder, Robert M, Freimer, Nelson, London, Edythe D, Hultman, Christina M, Cannon, Tyrone D

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Leveraging feature selection for enhanced fall risk prediction in elderly using gait analysis. by Altunkaya, Sabri

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Distributed associations among white matter hyperintensities and structural brain networks with fluid cognition in healthy aging. by Rudolph, Marc D., Cohen, Jessica R., Madden, David J.

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Telehealth-delivered cognitive behavioral therapy - a potential solution to improve sleep quality and normalize the salience network in fibromyalgia: a pilot randomized trial. by Nhu, Nguyen Thanh, Wong, Cheng-Ze, Chen, Ivy Y., Jan, Ya-Wen, Kang, Jiunn-Horng

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The role of heparan sulfate in enhancing the chemotherapeutic response in triple-negative breast cancer. by Manouchehri, Jasmine M., Datta, Jharna, Marcho, Lynn M., Reardon, Jesse J., Stover, Daniel, Wesolowski, Robert, Borate, Uma, Cheng, Ting-Yuan David, Schnell, Patrick M., Ramaswamy, Bhuvaneswari, Sizemore, Gina M., Rubinstein, Mark P., Cherian, Mathew A.

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Associations of urinary volatile organic compounds with cardiovascular disease among the general adult population. by Ma, Meijuan, Zhu, Xu, Li, Feipeng, Guan, Gongchang, Hui, Rutai, Zhu, Ling, Pang, Hui, Zhang, Yong

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