Developing and validating clinical features-based machine learning algorithms to predict influenza infection in influenza-like illness patients.

"the datasets generated and analyzed during the current study are available at https://github com/wujinja-cgu/flu_ml_prediction ."

"the datasets generated and analyzed during the current study are available at https://github com/wujinja-cgu/flu_ml_prediction ."

"Funding sources/Disclosures This study was supported by the Ministry of Science and Technology and Chang Gung Memorial Hospital in Taiwan (MOST 109-2327-B-182-002, 109-2314-B-182-036, CMRPG2K0211, CMRPG2K0241 and CMRPG2L0281) and National Institutes of Health in the US (HHSN272201400007C and 75N93021C00045). The funder of this study had no role in study design, data collection, data analysis, data interpretation, writing of the report, or in the decision to submit for publication. The authors had full access to all the data, and the corresponding author was responsible for the. Conflicts of interest There are no conflicts of interest to declare."

"This research was supported by 10.13039/100012553Chang Gung Memorial Hospital. We are thankful to our colleagues who provided their expertise, which greatly assisted the research, although they may not agree with all the interpretations provided in this paper."