FaisalLab

@FaisalLab

Brain & Behaviour Lab is a borderless-lab @ImperialCollege & @unibt, Director: Prof. Aldo Faisal @AnalogAldo. Account co-managed by @ali_shafti & @analogaldo

London, England

FaisalLab.org

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FaisalLab
@FaisalLab
Jan 22, 2023
DISCLAIMER: We have prior to publication patented the pipeline, the movement fingerprint features, the sensor placements & the biomarker discovery process of the AI, patents.google.com/patent/CA31564…
FaisalLab
@FaisalLab
Jan 22, 2023
THANKS: This would have not been possible as a team effort, with fantastic PostDoc, PhDs, and close collaborators in neurology, paediatrics, physiotherapy, genetics. Not fundable without our funders (BRCs, DRF, UKRI, MRC, EPSRC) and last but not least our wonderful patients!
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FaisalLab
@FaisalLab
Jan 22, 2023
THANKS: This would have not been possible as a team effort, with fantastic PostDoc, PhDs, and close collaborators in neurology, paediatrics, physiotherapy, genetics. Not fundable without our funders (BRCs, DRF, UKRI, MRC, EPSRC) and last but not least our wonderful patients!
FaisalLab
@FaisalLab
Jan 22, 2023
BONUS 4/4: A holistic picture of health, requires the complete study of human behaviour, movement behaviour is the ultimate phenotype, it is the sole driver of evolutionary fitness of biological mechanisms (and their disease failures). This is Ethology + Omics = #Ethomics
FaisalLab
@FaisalLab
Jan 22, 2023
BONUS 4/4: A holistic picture of health, requires the complete study of human behaviour, movement behaviour is the ultimate phenotype, it is the sole driver of evolutionary fitness of biological mechanisms (and their disease failures). This is Ethology + Omics = #Ethomics
FaisalLab
@FaisalLab
Jan 22, 2023
BONUS 3/4 We can measure gene expression rates from the behavioural fingerprints alone (no biosamples needed, left) VS best ML model using “gold”standard showed correlation with gene expression (right). This result kicks-off what we call #behavioral #transcriptomics
FaisalLab
@FaisalLab
Jan 22, 2023
BONUS 3/4 We can measure gene expression rates from the behavioural fingerprints alone (no biosamples needed, left) VS best ML model using “gold”standard showed correlation with gene expression (right). This result kicks-off what we call #behavioral #transcriptomics
FaisalLab
@FaisalLab
Jan 22, 2023
BONUS 2/4: Our approach works both with natural behaviour data, e.g. when patients were eating or in playroom as well as during clinical assessments. This may be the start of a universal approach to disease monitoring in general, especially outside the clinic in our daily lives.
FaisalLab
@FaisalLab
Jan 22, 2023
BONUS 2/4: Our approach works both with natural behaviour data, e.g. when patients were eating or in playroom as well as during clinical assessments. This may be the start of a universal approach to disease monitoring in general, especially outside the clinic in our daily lives.
FaisalLab
@FaisalLab
Jan 22, 2023
BONUS 1/3: 1. Our full-body behaviour fingerprints are not affected by patients loosing the ability to walk (unlike the need for 2 “gold”standard markers before/after). 2. Our is not confused by aging (DMD “gold”standard goes up&down as child grows paralysed), our’s only progress