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Integration of the Extreme Gradient Boosting model with electronic health records to enable the early diagnosis of multiple sclerosis.
In Multiple sclerosis and related disorders
BACKGROUND :
METHODS :
RESULTS :
CONCLUSIONS :
Wang Ruoning, Luo Wenjing, Liu Zifeng, Liu Weilong, Liu Chunxin, Liu Xun, Zhu He, Li Rui, Song Jiafang, Hu Xueqiang, Han Sheng, Qiu Wei
2020-Nov-18
Baysian optimization, MS, XGBoost, early diagnostics, machine learning algorithms

A program to automate the discovery of drugs for West Nile and Dengue virus-programmatic screening of over a billion compounds on PubChem, generation of drug leads and automated in silico modelling.
In Journal of biomolecular structure & dynamics
Geoffrey Ben, Sanker Akhil, Madaj Rafal, Tresanco Mario Sergio Valdés, Upadhyay Manish, Gracia Judith
2020-Dec-04
** in silico modelling, AutoQSAR, drug discovery**

COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network.
In IEEE journal of biomedical and health informatics
Jiang Yifan, Chen Han, Loew M H, Ko Hanseok
2020-Dec-04

Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task.
In Neural networks : the official journal of the International Neural Network Society
Zhang Xiaohan, Liu Lu, Long Guodong, Jiang Jing, Liu Shenquan
2020-Nov-18
Actor–Critic, Episodic memory, Prefrontal cortex-basal ganglia circuit, Reinforcement learning

An hybrid ECG-based deep network for the early identification of high-risk to major cardiovascular events for hypertension patients.
In Journal of biomedical informatics ; h5-index 55.0
BACKGROUND AND OBJECTIVE :
METHODS :
RESULTS :
CONCLUSION :
Paragliola Giovanni, Coronato Antonio
2020-Dec-01
Deep learning, Early hypertension identification, Signal processing, Time series classification, eHealth

Smart conversational agents for the detection of neuropsychiatric disorders: A systematic review.
In Journal of biomedical informatics ; h5-index 55.0
OBJECTIVE :
METHODS :
RESULTS :
CONCLUSION :
Pacheco-Lorenzo Moisés R, Valladares-Rodríguez Sonia M, Anido-Rifón Luis E, Fernández-Iglesias Manuel J
2020-Dec-01
Conversational agent, Dementia, Depression, Detection, Diagnosis, Mental disorder, Virtual assistant
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