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Development, Implementation, and Evaluation of a Personalized Machine Learning Algorithm for Clinical Decision Support: Case Study With Shingles Vaccination
Chen, Ji, Chokshi, Sara, Hegde, Roshini, Gonzalez, Javier, Iturrate, Eduardo, Aphinyanaphongs, Yin, Mann, Devin
Published in Journal of medical Internet research (29.04.2020)
Published in Journal of medical Internet research (29.04.2020)
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Setting up of a machine learning algorithm for the identification of severe liver fibrosis profile in the general US population cohort
Hassoun, Samir, Bruckmann, Chiara, Ciardullo, Stefano, Perseghin, Gianluca, Di Gaudio, Francesca, Broccolo, Francesco
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)
Published in International journal of medical informatics (Shannon, Ireland) (01.02.2023)
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Biosensor-Assisted Method for Abdominal Syndrome Classification Using Machine Learning Algorithm
Gandhi, Charu, Ahmad, Sayed Sayeed, Mehbodniya, Abolfazl, Webber, Julian L., Hemalatha, S., Elwahsh, Haitham, Tiwari, Basant
Published in Computational Intelligence and Neuroscience (28.01.2022)
Published in Computational Intelligence and Neuroscience (28.01.2022)
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Inversion of Leaf Water Content of Cinnamomum camphora Based on Preferred Spectral Index and Machine Learning Algorithm
Yang, Baocheng, Zhang, Haina, Lu, Xianghui, Wan, Haolong, Zhang, Yue, Zhang, Jie, Jin, Zhinong
Published in Forests (01.12.2023)
Published in Forests (01.12.2023)
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Machine Learning Algorithm-Based Discovery of Potential Regulators of Immune-Related Dilated Cardiomyopathy
Yang, Yi-Ting, Zhen, Bao, Cao, Xue, Xia, Hong-Yuan, Gong, Ying-Zi, Yang, Yan-Li
Published in Acta Cardiologica Sinica (01.03.2025)
Published in Acta Cardiologica Sinica (01.03.2025)
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Construction and validation of machine learning algorithm for predicting depression among home-quarantined individuals during the large-scale COVID-19 outbreak: based on Adaboost model
Zhou, Yiwei, Zhang, Zejie, Li, Qin, Mao, Guangyun, Zhou, Zumu
Published in BMC Psychology (24.04.2024)
Published in BMC Psychology (24.04.2024)
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Machine Learning Algorithm for Gait Analysis and Classification on Early Detection of Parkinson
Alkhatib, Rami, Diab, Mohamad O., Corbier, Christophe, Badaoui, Mohamed El
Published in IEEE sensors letters (01.06.2020)
Published in IEEE sensors letters (01.06.2020)
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A machine-learning algorithm integrating baseline serum proteomic signatures predicts exercise responsiveness in overweight males with prediabetes
Diaz-Canestro, Candela, Chen, Jiarui, Liu, Yan, Han, Hao, Wang, Yao, Honoré, Eric, Lee, Chi-Ho, Lam, Karen S.L., Tse, Michael Andrew, Xu, Aimin
Published in Cell reports. Medicine (21.02.2023)
Published in Cell reports. Medicine (21.02.2023)
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Development of a Machine Learning Algorithm for Rapid, Point-of-Care Prediction of Serum Monoclonal Proteins in Multiple Myeloma
Malek, Ehsan, Kort, Jeries, Wang, Gi-Ming, Caimi, Paolo F, Boughan, Kirsten M, Gerson, Stanton L., Cooper, Brenda W., Gallogly, Molly M, Tomlinson, Benjamin K., de Lima, Marcos, Tatsuoka, Curtis, Driscoll, James
Published in Blood (05.11.2020)
Published in Blood (05.11.2020)
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Machine Learning Algorithm Helps Identify Non-Diagnosed Prodromal Alzheimer's Disease Patients in the General Population
Uspenskaya-Cadoz, O, Alamuri, C, Wang, L, Yang, M, Khinda, Sam, Nigmatullina, Y, Cao, T, Kayal, N, O'Keefe, M, Rubel, C
Published in Journal of Prevention of Alzheimer's Disease, The (01.01.2019)
Published in Journal of Prevention of Alzheimer's Disease, The (01.01.2019)
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Diagnosis of major depressive disorder by combining multimodal information from heart rate dynamics and serum proteomics using machine-learning algorithm
Kim, Eun Young, Lee, Min Young, Kim, Se Hyun, Ha, Kyooseob, Kim, Kwang Pyo, Ahn, Yong Min
Published in Progress in neuro-psychopharmacology & biological psychiatry (02.06.2017)
Published in Progress in neuro-psychopharmacology & biological psychiatry (02.06.2017)
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Abstract 13915: Unsupervised Machine Learning Algorithm Identifies People From the General Population at Risk of Heart Failure Based on Speckle Tracking Patterns: The Copenhagen City Heart Study
Simonsen, Jakob Oeystein, Skaarup, Kristoffer G, Modin, Daniel, Djernæs, Kasper, Lassen, Mats, Johansen, Niklas D, Martinez, Sergio S, Claggett, Brian L, Marott, Jacob, Jorgensen, Peter G, Jensen, Gorm, Schnohr, Peter, Mogelvang, Rasmus, Biering-Sørensen, Tor
Published in Circulation (New York, N.Y.) (16.11.2021)
Published in Circulation (New York, N.Y.) (16.11.2021)
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Enriching the Study Population for Ischemic Stroke Therapeutic Trials Using a Machine Learning Algorithm
Maharjan, Jenish, Ektefaie, Yasha, Ryan, Logan, Mataraso, Samson, Barnes, Gina, Shokouhi, Sepideh, Green-Saxena, Abigail, Calvert, Jacob, Mao, Qingqing, Das, Ritankar
Published in Frontiers in neurology (25.01.2022)
Published in Frontiers in neurology (25.01.2022)
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LASSO-Based Machine Learning Algorithm for Prediction of PICS Associated with Sepsis
Hui, Kangping, Hong, Chengying, Xiong, Yihan, Xia, Jinquan, Huang, Wei, Xia, Andi, Xu, Shunyao, Chen, Yuting, Zhang, Zhongwei, Chen, Huaisheng
Published in Infection and drug resistance (01.01.2024)
Published in Infection and drug resistance (01.01.2024)
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Abstract 13915: Unsupervised Machine Learning Algorithm Identifies People From the General Population at Risk of Heart Failure Based on Speckle Tracking Patterns: The Copenhagen City Heart Study
Simonsen, Jakob Oeystein, Skaarup, Kristoffer G, Modin, Daniel, Djernæs, Kasper, Lassen, Mats, Johansen, Niklas D, Martinez, Sergio S, Claggett, Brian L, Marott, Jacob, Jorgensen, Peter G, Jensen, Gorm, Schnohr, Peter, Mogelvang, Rasmus, Biering-Sørensen, Tor
Published in Circulation (New York, N.Y.) (16.11.2021)
Published in Circulation (New York, N.Y.) (16.11.2021)
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87. Development of a machine learning algorithm for neck motion classification in patients after anterior cervical discectomy and fusion (ACDF)
Huang, Le, Barrett, Joshua, Martell, Knute, Chen, Hope, Soetikno, Alan, Xu, Shuai, Rogers, John, Patel, Alpesh A.
Published in The spine journal (01.09.2021)
Published in The spine journal (01.09.2021)
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