活动
微生物基因組學與人工智能應用生物資訊學課程 2025
2025年3月17日 - 2025年3月19日
9:00am – 5:45pm
威爾斯親王醫院
Dr. Zigui CHEN Associate Professor, Department of Microbiology, Faculty of Medicine,CUHK
Dr. Dominik HEIDER Professor, Institute for Computer Science, University of Düsseldorf, Germany
Dr. Sishuo WANG Research Assistant Professor, Department of Microbiology, Faculty of Medicine, CUHK
Dr. Zigui CHEN
Dr. Zigui CHEN is a leading researcher in microbial evolution, bioinformatics, and molecular genomics. His work integrates big data analysis, next-generation sequencing (NGS), and multi-omics approaches to study human microbiome, virome, and emerging infectious diseases. His research focuses on how microbial communities interact with human health, including the role of HPV and oral microbiome in cancer, and the genomic evolution of respiratory pathogens like SARS-CoV-2 and influenza.
Dr. Dominik HEIDER
Dr. Dominik HEIDER is an expert in bioinformatics, machine learning, and artificial intelligence (AI) applications in biomedicine. He studied Computer Science at the University of Muenster and completed his PhD in Tumor Biology and Bioinformatics. He has held various academic positions, including at the University of Duisburg-Essen, TUM Campus Straubing, and the University of Marburg.
Dr. Sishuo WANG
Dr. Sishuo WANG specializes in microbial genomics, phylogenetics, and host-microbe interactions. His research focuses on pathogen evolution, phylogenetic analysis, and computational models for studying microbial evolution. He has received multiple prestigious awards.
報名費： HKD $200
課程費用： HKD $2500
報名截止日期： 2025年3月3日
地址：香港新界沙田威爾斯親王醫院
電話： (852) 3505 3333
電子郵件： microbiology@cuhk.edu.hk
本課程由香港中文大學（CUHK）醫學院微生物學系主辦，旨在為研究人員、臨床醫生及學生提供微生物基因組學、次世代定序（NGS）及人工智能（AI）在生物醫學研究中的應用之理論知識與實踐技能。
課程內容涵蓋生物資訊學工具、微生物組分析、分子進化、人工智能於微生物學之應用，並透過實際案例分析及電腦實作幫助學員掌握前沿技術。
Day 1: Monday, 17 March 2025
- Principle of Next-Generation Sequencing (NGS) and Bioinformatics in Microbiome Study
Introduction to NGS technology and its applications in microbiome research. - Human Microbiome Shotgun Metagenomics
Exploration of metagenomic sequencing techniques for analyzing microbial communities. - Principle of Applied Artificial Intelligence (AI) in Biomedicine
Fundamentals of AI and its role in biomedical research. - AI in Antimicrobial Resistance and Infectious Disease Control
Application of AI in combating antimicrobial resistance and managing infectious diseases.
Day 2: Tuesday, 18 March 2025
- Computer Practice 1: AI Modelling
Hands-on session on AI-based data modeling in microbiology. - Principle of Molecular Evolution and Phylogeny in Microbiome Study
Understanding evolutionary relationships in microbial genomics. - Unsupervised Learning in Microbiology Research
Exploring machine learning techniques for microbiological data analysis.
Day 3: Wednesday, 19 March 2025
- Human Microbiota 16S Amplicon Sequencing and Statistical Learning
Analysis of 16S rRNA sequencing data for microbiota profiling. - Human Virome Transcriptome in Infectious Diseases
Study of viral transcriptomes and their implications in disease research. - Computer Practice 2: Microbial Metagenomics and Bioinformatics
Practical training in metagenomic analysis using bioinformatics tools. - Computer Practice 3: Molecular Evolution and Phylogeny
Hands-on session on phylogenetic analysis in microbial genomics. - Certificate and Workshop Closing Ceremony
