Excited to share DeepTRACE! A new AI-driven single-molecule tracking method developed by Oliver Pambos (congrats for outstanding work!) in my lab. Flexible, efficient, robust - great for monitoring diffusion/interactions in live bacteria. Thanks also to Jacob Wright! www.nature.com/articles/s42...
Happy to share our recent review on cutting-edge AI and deep-learning ways to analyse single-molecule FRET data. We also review HMM approaches and compare/contrast. Big thanks to Maryam Beigzadeh who led this effort! authors.elsevier.com/sd/article/S...
We also link these new methods with past efforts in single-molecule DNA sequencing, and look at future challenges and opportunities for this new field.
A very enjoyable collaborative writing project with Sebastian Deindl, Laura Muras, Koushik Sreenivasa, Jagadish Hazra, John van Noort, and Chirlmin Joo.