Data science methodologies

Identification of patients’ smoking status using an explainable AI approach: a Danish electronic health records case study

Smoking is a critical risk factor responsible for over eight million annual deaths worldwide. It is essential to obtain information on smoking habits to advance research and implement preventive measures such ...

Authors: Ali Ebrahimi, Margrethe Bang Høstgaard Henriksen, Claus Lohman Brasen, Ole Hilberg, Torben Frøstrup Hansen, Lars Henrik Jensen, Abdolrahman Peimankar and Uffe Kock Wiil

Citation: BMC Medical Research Methodology 2024 24:114

Content type: Research Published on: 17 May 2024
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Outlier detection in spatial error models using modified thresholding-based iterative procedure for outlier detection approach

Outliers, data points that significantly deviate from the norm, can have a substantial impact on statistical inference and provide valuable insights in data analysis. Multiple methods have been developed for o...

Authors: Jiaxin Cai, Weiwei Hu, Yuhui Yang, Hong Yan and Fangyao Chen

Citation: BMC Medical Research Methodology 2024 24:89

Content type: Research Published on: 15 April 2024
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