Experienced Nurse & Master Student of Data Science | Specialized in Oncology, ICU, and Emergency Nursing | Passionate about Data Science, Data Analysis, Machine Learning, Deep Learning and NLP

I am an experienced Nurse currently working under the renowned National Taiwan University Hospital system. In addition to my clinical experience, I am concurrently enrolled in the Graduate lnstitute of Data Science program at Taipei Medical University, where I am combining my passion for healthcare and technology to drive patient outcomes.

My expertise in the nursing field spans across Oncology, Intensive Care Unit (ICU), and Emergency nursing, equipping me with comprehensive clinical skills and a deep understanding of patient care. I am particularly interested in employing advanced data techniques to further enhance healthcare practices.

While pursuing my studies in the Big Data program, I have developed robust capabilities in data processing, machine learning, deep learning, and natural language processing. I am continually seeking opportunities to apply these technical skills in healthcare, with the ultimate aim of improving patient care and advancing medical research.

As a healthcare professional, I believe in the power of blending traditional nursing with modern data technologies to pave the way for a more efficient and effective healthcare system. I am eager to connect with like-minded professionals and engage in enlightening discussions.

Property	Data
Language / IDE
Domain Knownledge
CI / CD
Databases
Tools & Platform
Machine Learning / Deep Learning frameworks

• Yong-Zhen Huang, Yan-Ming Chen, Chih-Cheng Lin, Hsiao-Yean Chiu, Yung-Chun Chang (2024). Nursing notes-aware deep neural network for predicting mortality risk after hospital discharge. International Journal of Nursing Studies, 104797.
• Yong-Zhen Huang, and Chiao-Chi Kuan (2022). Vaccination to reduce severe COVID-19 and mortality in COVID-19 patients: a systematic review and meta-analysis. European Review for Medical & Pharmacological Sciences, 26(5).

• Yong-Zhen Huang, Eugene Sy, Yi-Xuan Lin, Yu-Lun Hsieh and Yung-Chun Chang (2023). TMUNLP at the NTCIR-17 MedNLP-SC Task. Proceedings of the 17th NTCIR conference on evaluation of information access technologies.
• Yong-Zhen Huang, and Chiao-Chi Kuan (2022). Evidence-Based to Use Incentive Spirometers for Prevention of Postoperative Pulmonary Complications. the 7th International Nursing Research Conference of World Academy of Nursing Science (7th WANS).