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Neurosalience #S4E12 with Gang Chen - Statistician on mission to reduce fMRI information waste

Neurosalience #S4E12 with Gang Chen - Statistician on mission to reduce fMRI information waste

FromOHBM Neurosalience


Neurosalience #S4E12 with Gang Chen - Statistician on mission to reduce fMRI information waste

FromOHBM Neurosalience

ratings:
Length:
74 minutes
Released:
Mar 14, 2024
Format:
Podcast episode

Description

Today, we are excited to have Dr. Gang Chen on the podcast. Dr. Chen is the go-to statistics guru for the fMRI community at the NIH and a well-respected scientist worldwide. He is a staff scientist in the group that developed the AFNI software package. As an applied mathematician, Dr. Chen has written a series of insightful papers in the past seven years, bucking the status quo in fMRI processing - essentially saying that we are throwing away too much valuable information by thresholding our data, relying on overly simple and rigid models of the hemodynamic response, not mapping effect sizes, and using center of mass measures to describe clusters of activation. He backs it all up with a rigorous approach characterized by all good statisticians. He is a master in the art of casting a wide net to capture useful data without taking in artifact and noise, finding that sweet spot in data reduction to balance utility with sensitivity. 
In this episode, we hear all about Dr. Chen’s perspectives through these papers, which are so important yet not widely known or embraced by the field. We hope you enjoy it!
Episode producers:
Omer Faruk Gulban
Xuqian Michelle Li
Released:
Mar 14, 2024
Format:
Podcast episode

Titles in the series (80)

The Organization for Human Brain Mapping (OHBM) presents the Neurosalience podcast. In this series of interviews you’ll discover the latest developments in techniques for measuring brain structure and function. You’ll hear about how these tools can provide insight into the function of the brain from childhood to old age, and why these normal processes may be affected in neurological and psychiatric conditions. Dr. Peter Bandettini interviews brain scientists of all types and discusses the latest developments, controversies and challenges related to their work in the field of brain mapping.