Palifer research
Our team's academic research in artificial intelligence
Before Palifer, our team worked on and published research in disease prediction using in-house artificial intelligence models.
We are bringing our expertise to heavy industry as lifelong train and plane enthusiasts.
Annals of Translational Medicine 2019 Dec; 7(23): 732.
A fitting machine learning prediction model for short-term mortality following percutaneous catheterization intervention: a nationwide population-based study
Emerson (Meng-Hsuen) Hsieh, et al.
Link to article
Cancers (Basel) 2019 Nov; 11(11): 1751.
The Performance of Different Artificial Intelligence Models in Predicting Breast Cancer among Individuals Having Type 2 Diabetes Mellitus
Emerson (Meng-Hsuen) Hsieh, Morris (Meng-Ju) Hsieh, et al.
Link to article
Medicine (Baltimore) 2019 Oct; 98(40): e17392.
Predicting weaning difficulty for planned extubation patients with an artificial neural network
Emerson (Meng-Hsuen) Hsieh, Morris (Meng-Ju) Hsieh, et al.
Link to article
Journal of Clinical Medicine. 2019 Jul 9;8(7):995.
Artificial Intelligence Prediction Model for the Cost and Mortality of Renal Replacement Therapy in Aged and Super-Aged Populations in Taiwan
Emerson (Meng-Hsuen) Hsieh, Morris (Meng-Ju) Hsieh, et al.
Link to article
EP Europace, Volume 21, Issue 9, September 2019
A novel atrial fibrillation prediction model for Chinese subjects: a nationwide cohort investigation of 682 237 study participants with random forest model
Emerson (Meng-Hsuen) Hsieh, et al.
Link to article
Nature Scientific Reports volume 8, Article number: 17116 (2018)
Comparison of machine learning models for the prediction of mortality of patients with unplanned extubation in intensive care units
Emerson (Meng-Hsuen) Hsieh, Morris (Meng-Ju) Hsieh, et al.
Link to article
Journal of Clinical Medicine. 2018 Sep 12;7(9):277.
Development of a Prediction Model for Colorectal Cancer among Patients with Type 2 Diabetes Mellitus Using a Deep Neural Network
Emerson (Meng-Hsuen) Hsieh, Morris (Meng-Ju) Hsieh, et al.
Link to article
Journal of Clinical Medicine. 2018 Aug 25;7(9):240.
An Artificial Neural Network Model for Predicting Successful Extubation in Intensive Care Units
Emerson (Meng-Hsuen) Hsieh, Morris (Meng-Ju) Hsieh, et al.
Link to article