OHBM 2023 Keynote Interview Series: Emma Robinson
Neurosalience21 Jun 2023

OHBM 2023 Keynote Interview Series: Emma Robinson

Dr. Emma Robinson is a Senior Lecturer (Assoc. Professor) at King’s College London. Her development of the Multimodal Surface Matching (MSM) software for cortical surface registration has been instrumental to the development of the Human Connectome Project’s multimodal parcellation of the human cortex. She is currently developing interpretable machine learning models to aid in the personalized prediction of disease progression. In this interview, Dr.Robinson describes the advantages of interpretable machine learning models, and the methodological challenges she faced during the development of this framework.

Her approach to identifying disease-related changes in individual brain scans attempts to circumvent two of the limitations of traditional approaches: (1) the over-reliance on population averages, and (2) the opacity of “black-box” machine learning algorithms such as deep neural networks. In addition, Dr. Robinson shared that, following her extensive experience working on the Human Connectome Project, she realized that traditional image registration methods may not be sufficient for individualized predictions.

Finally, Dr. Robinson shared how her relationship with her mentors shaped the trajectory of her current career. Her mentors not only guided her on the application of computational methods to neuroscience, but also encouraged her to develop her own methods.

At OHBM 2023, Dr. Robinson will present how her work contributes to improved personalized predictions of cortical features in patient populations and how interpretable machine learning approaches can enhance precision.

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(120)

Neurosalience #S6E13 with Kristin Ozelli - The Transmitter: Connecting the scales of neuroscience

Neurosalience #S6E13 with Kristin Ozelli - The Transmitter: Connecting the scales of neuroscience

“The Transmitter is trying to cover the whole waterfront…”Kristin Ozelli is the Executive Editor of The Transmitter, a neuroscience publication supported by the Simons Foundation that launched in 2023...

12 Mai 51min

Neurosalience #S6E12 with Oscar Esteban & Mallar Chakravarty - Registered reports: Better science or just more overhead?

Neurosalience #S6E12 with Oscar Esteban & Mallar Chakravarty - Registered reports: Better science or just more overhead?

"Registered reports foster clarity upfront…"Dr. Oscar Esteban is a professor at Lausanne University Hospital whose lab develops open neuroimaging infrastructure, best known for tools like fMRIPrep and...

28 Apr 1h 8min

Neurosalience #S6E11 with Alessandro Gozzi - Decoding connectivity: From mouse brains to human mind

Neurosalience #S6E11 with Alessandro Gozzi - Decoding connectivity: From mouse brains to human mind

"We inhibited a brain region and connectivity went up. I thought it was an artifact..."Dr. Alessandro Gozzi is a systems neuroscientist investigating how the brain functions as an integrated network a...

14 Apr 1h 15min

Neurosalience #S6E10 with Satrajit Ghosh - How Better Tools Can Transform Brain Science

Neurosalience #S6E10 with Satrajit Ghosh - How Better Tools Can Transform Brain Science

“Shortening scientific loops accelerates discovery”Dr. Satrajit Ghosh is a senior research scientist at the McGovern Institute for Brain Research at MIT and an assistant professor at Harvard Medical S...

29 Mar 1h 31min

Neurosalience #S6E9 with John Allen - Treating depression: From EEG asymmetry to neuromodulation

Neurosalience #S6E9 with John Allen - Treating depression: From EEG asymmetry to neuromodulation

“It’s not a depression prevention plan, it’s a life improvement plan. It’s a whole…”Dr. John Allen is a Distinguished Professor of Psychology, Cognitive Science, and Neuroscience at the University of ...

8 Mar 1h 6min

Neurosalience #S6E8 with Mario Senden - From rich clubs to mapping neuroscience itself

Neurosalience #S6E8 with Mario Senden - From rich clubs to mapping neuroscience itself

Dr. Mario Senden is an assistant professor in the Department of Cognitive Neuroscience at Maastricht University in the Netherlands, where he has spent his entire academic career. He received his bache...

22 Feb 1h 23min

Neurosalience #S6E7 with Marta Garrido - Predictive coding, MEG, and understanding psychosis

Neurosalience #S6E7 with Marta Garrido - Predictive coding, MEG, and understanding psychosis

“Predictive coding offers a powerful lens for understanding psychosis…”Dr. Marta Garrido is a professor at the Melbourne School of Psychological Sciences, where she leads the Cognitive Neuroscience an...

5 Feb 56min

Neurosalience #S6E6 with Chris Baldassano - Event scripts: How the brain structures experience

Neurosalience #S6E6 with Chris Baldassano - Event scripts: How the brain structures experience

“Naturalistic stimuli open up new exploration…”Dr. Christopher Baldassano is an associate professor at Columbia University and leads the Dynamic Perception and Memory Lab. With a background in electri...

22 Jan 1h 13min

Populært innen Vitenskap

fastlegen
tingenes-tilstand
rekommandert
jss
sinnsyn
liberal-halvtime
forskningno
tomprat-med-gunnar-tjomlid
fjellsportpodden
rss-overskuddsliv
villmarksliv
dekodet-2
rss-paradigmepodden
rss-inn-til-kjernen-med-sunniva-rose
rss-zahid-ali-hjelper-deg
kvinnehelsepodden
rss-rekommandert
hva-er-greia-med
nevropodden
aldring-og-helse-podden