MINDS Seminar Series | Zixuan Cang (NSCU) - Optimal transport for omics data analysis

period : 2022-03-22 ~ 2022-03-22
time : 11:00:00 ~ 12:00:00
개최 장소 : Online streaming (Zoom)
Topic : Optimal transport for omics data analysis
Date 2022-03-22 ~ 2022-03-22 Time 11:00:00 ~ 12:00:00
Speaker Zixuan Cang Affiliation NSCU
Place Online streaming (Zoom) Streaming link ID : 688 896 1076 / PW : 54321
Topic Optimal transport for omics data analysis
Contents The recent development of high-resolution omics level technologies has reshaped modern biological research. These high-dimensional and noisy datasets are accumulating at a fast pace. Efficient and biologically meaningful algorithms are needed to extract biological insights from these raw datasets. In this talk, I will discuss using optimal transport, a powerful geometric data analysis method, to integrate multimodal omics datasets and to infer cell-cell communications, a crucial process that drives the correct developments and functions of biological systems. I will also talk about a formulation of optimal transport called supervised optimal transport inspired by these biological applications.
MinDS MinDS · 2022-03-14 13:47 · Views 160