This project aims to construct an AI clinical decision support system for precision medicine based on AI technologies at the National Taiwan University Hospital (NTUH) healthcare system. At first, we will integrate entire electronic medical records at the NTUH, including medical diagnosis, medication, medical procedures, laboratory data, medical images, nursing records, and so on. Besides, we will collect the life styles and environment data from 10,000 patients for data enrichment. Secondary, study group of medical genetics will focus on the associations among genetic diseases, cancer, hypersensitivity drug reaction, and multi-genetic rare diseases. Third, study group of computer science and engineering will devote to developing a clinical decision support system based on several high-level AI technologies for genetic diseases, chronic obstructive pulmonary disease, and inherited retinal degenerations at the first step. Finally, with the collaboration among outstanding medical practitioners, engineers, and computer scientists, we will provide innovative AI applications for the medical care on patients by the augmentation technologies for resolving the issues of medicine and public health.
Applications
- Data analytics in electronic medical records, clinical data and image reports.
- Investigation of the interrelationship between gene and diseases.
- Text mining and structured knowledge acquisition technology for the medical text records, medical textbooks and medical literatures.
- Precision medicine-based AI clinical decision support system.
- Acute exacerbations of chronic obstructive pulmonary disease prediction tool
- Multiple research database for AI development
- Electronic medical records from NTUH
- WGS and NGS data
- Lifestyles and environment data from diversity population
Related Links
Project website: http://god.mc.ntu.edu.tw/
Keywords
Precision medicine, artificial intelligence, deep learning, electronic medical record, genetic medicine, text mining, clinical decision support system
◎ PI
PI Fei-Pei Lai
Professor, Graduate Institute of Biomedical Electronics and Bioinformatics, NTU
Co-PI Chih-Fen Huang
Director, Department of Pharmacy, NTUH
Co-PI Yun-Nung Chen
Associate Professor, Department of Computer Science and Information Engineering, NTU
Co-PI Jin-Ming Wu
Attending physician, Department of Surgery, NTUH
Co-PI Jyh-Shing Jang
Professor, Department of Computer Science and Information Engineering, NTU
Co-PI Fu-Ren Xiao
Attending Physician, Department of Surgery, NTUH
Co-PI Hsiang-Fong Kao
Attending Physician, Department of Oncology, NTUH
Co-PI Lu-Cheng Kuo
Attending Physician, Department of Internal Medicine, NTUH
Co-PI Hsin-Ming Chen
Assistant Professor, Graduate Institute of Oral Biology, School of Dentistry, NTU
Co-PI Wen-Yu Hu
Professor, School of Nursing, College of Medicine, NTU
Co-PI Jau-Yih Tsauo
Professor, School and Graduate Institute of Physical Therapy, College of Medicine, NTU
Co-PI Ni-Chung Lee
Attending Physician, Department of Medical Genetics and Pediatrics, NTUH
Co-PI Wuh-Liang Hwu
Professor, Department of Pediatrics, College of Medicine, NTU
Co-PI Yin-Hsiu Chien
Attending Physician, Department of Medical Genetics and Pediatrics, NTUH