guangzhaocs/bioinformatics-starter

Quickstart to Bioinformatics & Biomedical AI.

Quickstart: Travel to Bioinformatics 😊

https://labs.epi2me.io/

Software Installation and Usage

• illumina
• nanopolish
• tombo
• guppy
• taiyaki
• minimap2

Tutorials and Books

• Bioinformatics Tutorial (Lu Lab@Tsinghua University)
• Software
• Modern Statistics for Modern Biology (Susan Holmes, Wolfgang Huber)

Courses

• MIT 6.874 Computational Systems Biology: Deep Learning in the Life Sciences

Labs@University

Single Cell Genomics, High-throughput Sequencing

• Satija Lab @ New York Genome Center (NYGC)
• HLi Lab @ Harvard Medical School
• Lu Lab @ Tsinghua University
• Simpson Lab @ University of Toronto
• DING Lab @ University of Arizona

AI4Healthcare

• AI4Health @ Oxford
• SUNLAB @ UIUC

Research@Company

• Deepmind
• Health & bioscience @ Google Research
• Microsoft Research AI4Science
• Microsoft Biomedical Computing Team
• Computational Biology Group @ Microsoft Research Lab – Asia
• Computational Biology and Bioinformatics @ Baidu Research
• Apple Machine Learning Research

Conference & Workshop

• Machine Learning for Health (ML4H) 2022 2023
• Machine Learning in Computational Biology (MLCB) 2023
• ICML Workshops
  • Computational Biology 2023

Misc.

• https://www.heidelberg-laureate-forum.org/