People
Our lab is made up of the following people:
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Kexin Fan
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Antigone Fogel
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Mishel Zaichenko
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Zeinab Ghannam
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Nathalia Cespedez
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Iona Biggart
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Marirena Bafaloukou
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Louise Rigny
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Anastasia Gailly de Taurines
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Jin Cui
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Chloe Walsh
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Nan Fletcher-Lloyd
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Alex Capstick
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Nivedita Bijlani
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Yu Chen
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Samaneh Kouchaki
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Payam Barnaghi
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MSc Student
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Researcher
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PhD Student
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Postdoc
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Faculty
Recent Alumni
Ruxandra Mihai (prev. Researcher), Tianyu Cui (prev. Postdoc), Yushan Huang (prev. PhD)
Projects
Our Focus
Our lab focuses on the application of machine learning to healthcare. Some specific examples include:
- Predicting the risk of UTI in people living with Dementia.
- Understanding the eating habits of people living with Dementia.
- Analysing Electronic Healthcare Records (EHR) for treatment/recovery trajectroy.
- Digital consultation and digital screening using EHR data.
- Identifying the risk of neuropsychiatric symptoms in in people living with Dementia.
- Generative AI models for neuro time-series data analysis.
Teaching
Our lab runs a module on Machine Learning for Neuroscience, taught to MSc Computational Neuroscience students at Imperial College London. The module is taught by Professor Payam Barnaghi and is run in the Spring term. More information can be found at: https://ml4ns.github.io/
Publications
Some of our recent publications are listed below:
Contact Us
If you want to contact us for collaborations or questions, please feel free to contact us at the following: p.barnaghi@imperial.ac.uk
Affiliation
This lab is affiliated with the following: