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A machine learning algorithm to increase COVID-19 inpatient diagnostic capacity
Goodman-Meza, David, Rudas, Akos, Chiang, Jeffrey N., Adamson, Paul C., Ebinger, Joseph, Sun, Nancy, Botting, Patrick, Fulcher, Jennifer A., Saab, Faysal G., Brook, Rachel, Eskin, Eleazar, An, Ulzee, Kordi, Misagh, Jew, Brandon, Balliu, Brunilda, Chen, Zeyuan, Hill, Brian L., Rahmani, Elior, Halperin, Eran, Manuel, Vladimir
Published in PloS one (22.09.2020)
Published in PloS one (22.09.2020)
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Journal Article
Prediction of hospital-acquired influenza using machine learning algorithms: a comparative study
Cho, Younghee, Lee, Hyang Kyu, Kim, Joungyoun, Yoo, Ki-Bong, Choi, Jongrim, Lee, Yongseok, Choi, Mona
Published in BMC infectious diseases (02.05.2024)
Published in BMC infectious diseases (02.05.2024)
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Journal Article
Development of a Deep Learning Algorithm for Periapical Disease Detection in Dental Radiographs
Endres, Michael G., Hillen, Florian, Salloumis, Marios, Sedaghat, Ahmad R., Niehues, Stefan M., Quatela, Olivia, Hanken, Henning, Smeets, Ralf, Beck-Broichsitter, Benedicta, Rendenbach, Carsten, Lakhani, Karim, Heiland, Max, Gaudin, Robert A.
Published in Diagnostics (Basel) (24.06.2020)
Published in Diagnostics (Basel) (24.06.2020)
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Journal Article
Integrating DRN-RF with computer vision for detection of control room operator’s mental fatigue
Ji, Zuzhen, Xie, Xian, Jiang, Enjing, Wang, Yuchen, Min, Bohan, Yang, Shuanghua, Chen, Yong, Pons, Dirk
Published in PloS one (09.04.2025)
Published in PloS one (09.04.2025)
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Journal Article
Prediction and Evaluation of Machine Learning Algorithm for Prediction of Blood Transfusion during Cesarean Section and Analysis of Risk Factors of Hypothermia during Anesthesia Recovery
Ren, Wei, Li, Danmei, Wang, Jia, Zhang, Jinxi, Fu, Zhongliang, Yao, Yu
Published in Computational and mathematical methods in medicine (13.04.2022)
Published in Computational and mathematical methods in medicine (13.04.2022)
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Journal Article
Using Machine Learning to Improve the Prediction of Functional Outcome in Ischemic Stroke Patients
Monteiro, Miguel, Fonseca, Ana Catarina, Freitas, Ana Teresa, Pinho e Melo, Teresa, Francisco, Alexandre P., Ferro, Jose M., Oliveira, Arlindo L.
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.11.2018)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.11.2018)
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Journal Article
A hybrid cancer prediction based on multi-omics data and reinforcement learning state action reward state action (SARSA)
Mohammed, Mazin Abed, Lakhan, Abdullah, Abdulkareem, Karrar Hameed, Garcia-Zapirain, Begoña
Published in Computers in biology and medicine (01.03.2023)
Published in Computers in biology and medicine (01.03.2023)
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Journal Article
A Virtual-Reality System Integrated With Neuro-Behavior Sensing for Attention-Deficit/Hyperactivity Disorder Intelligent Assessment
Yeh, Shih-Ching, Lin, Sheng-Yang, Wu, Eric Hsiao-Kuang, Zhang, Kai-Feng, Xiu, Xu, Rizzo, Albert, Chung, Chia-Ru
Published in IEEE transactions on neural systems and rehabilitation engineering (01.09.2020)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.09.2020)
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Journal Article
Classification and Prediction of Post-Trauma Outcomes Related to PTSD Using Circadian Rhythm Changes Measured via Wrist-Worn Research Watch in a Large Longitudinal Cohort
Cakmak, Ayse S., Alday, Erick A. Perez, Da Poian, Giulia, Rad, Ali Bahrami, Metzler, Thomas J., Neylan, Thomas C., House, Stacey L., Beaudoin, Francesca L., An, Xinming, Stevens, Jennifer S., Zeng, Donglin, Linnstaedt, Sarah D., Jovanovic, Tanja, Germine, Laura T., Bollen, Kenneth A., Rauch, Scott L., Lewandowski, Christopher A., Hendry, Phyllis L., Sheikh, Sophia, Storrow, Alan B., Musey, Paul I., Haran, John P., Jones, Christopher W., Punches, Brittany E., Swor, Robert A., Gentile, Nina T., McGrath, Meghan E., Seamon, Mark J., Mohiuddin, Kamran, Chang, Anna M., Pearson, Claire, Domeier, Robert M., Bruce, Steven E., O'Neil, Brian J., Rathlev, Niels K., Sanchez, Leon D., Pietrzak, Robert H., Joormann, Jutta, Barch, Deanna M., Pizzagalli, Diego A., Harte, Steven E., Elliott, James M., Kessler, Ronald C., Koenen, Karestan C., Ressler, Kerry J., Mclean, Samuel A., Li, Qiao, Clifford, Gari D.
Published in IEEE journal of biomedical and health informatics (01.08.2021)
Published in IEEE journal of biomedical and health informatics (01.08.2021)
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Journal Article
The need to approximate the use-case in clinical machine learning
Saeb, Sohrab, Lonini, Luca, Jayaraman, Arun, Mohr, David C., Kording, Konrad P.
Published in Gigascience (01.05.2017)
Published in Gigascience (01.05.2017)
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Journal Article
Adolescent relational behaviour and the obesity pandemic: A descriptive study applying social network analysis and machine learning techniques
Marqués-Sánchez, Pilar, Martínez-Fernández, María Cristina, Benítez-Andrades, José Alberto, Quiroga-Sánchez, Enedina, García-Ordás, María Teresa, Arias-Ramos, Natalia
Published in PloS one (15.08.2023)
Published in PloS one (15.08.2023)
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Journal Article
Identifying undetected dementia in UK primary care patients: a retrospective case-control study comparing machine-learning and standard epidemiological approaches
Ford, Elizabeth, Rooney, Philip, Oliver, Seb, Hoile, Richard, Hurley, Peter, Banerjee, Sube, van Marwijk, Harm, Cassell, Jackie
Published in BMC medical informatics and decision making (02.12.2019)
Published in BMC medical informatics and decision making (02.12.2019)
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Journal Article
Artificial intelligence in the diagnosis of glaucoma and neurodegenerative diseases
Hasan, Md Mahmudul, Phu, Jack, Sowmya, Arcot, Meijering, Erik, Kalloniatis, Michael
Published in Clinical and experimental optometry (01.03.2024)
Published in Clinical and experimental optometry (01.03.2024)
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Journal Article