Guannan Yang
guannanyang.bsky.social
Guannan Yang
@guannanyang.bsky.social
PhD student @ MIG unimelb
Reposted by Guannan Yang
🚨 New method from our team: NNet developed by Yidi Deng! 🚨
- Aggregate and cluster networks into meta-networks
- Integrate prior knowledge to infer active signalling
-Explore dynamic regulation in contexts like haematopoiesis, tumour microenvironments, and transcription factor activity
NeighbourNet: Scalable cell-specific co-expression networks for granular regulatory pattern discovery https://www.biorxiv.org/content/10.1101/2025.03.27.645629v1
April 1, 2025 at 10:37 PM
Reposted by Guannan Yang
🚀 Can’t wait for the launch of PhiSpace, a powerful new tool 🔬for cell state annotation in single-cell and spatial omics. 🧬🧠 Looks like a game changer! 👏✨
Building website for PhiSpace is fun, because I can write more casually and insert random thoughts about statsitical methods, biology and even history of science 😆

jiadongm.github.io/PhiSpace/ind...

Spoiler alert: history of science is in the Stereo-seq case study.
Cell state annotation for single-cell and spatial omics data.
Continous phenotyping of bulk, single-cell and spatial omics data using partial least squares regression.
jiadongm.github.io
March 27, 2025 at 5:49 AM
Reposted by Guannan Yang
🚨 We're hiring! 🚨

The School of Mathematics & Statistics, UniMelb seeks a scientist in Machine Learning in Omics to lead research in statistical methods for omics.

📍 MIG | 📅 By Apr 11

🔗 jobs.unimelb.edu.au/en/job/91945...

#MachineLearning #Omics #DataScience #HigherEd #Mathematics #Statistics
February 18, 2025 at 3:20 AM