Schedule
MINDS SEMINAR
MINDS Seminar Series | Zixuan Cang (NSCU) - Optimal transport for omics data analysis
MINDS SEMINAR
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
개요
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
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2022-03-14 13:47 ·
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