Demonstrated emergence of critical dynamics in mouse cortex during recovery from anesthesia using voltage imaging.
Showed that critical cortical dynamics correlate with optimized information processing (e.g., capacity and sharing).
Published data-driven studies on language and documentation issues in clinical medicine.
Applied ML/NLP to critically examine the expansion of 'organizational values' in healthcare.
Supervises PhD and Master’s students and welcomes summer student applications.
Research Experience
Former Wellcome/GlaxoSmithKline Translational Medicine Training Fellow.
Former National Institute for Health Research (NIHR) Clinical Lecturer.
Applied statistical physics to optogenetic brain imaging data to characterize brain dynamics and conscious states in mice.
Collaborated with Prof. Robin Carhart-Harris on proposing psychedelics as a treatment for profound disorders of consciousness.
Designed and conducted a complex experimental medicine study in traumatic brain injury patients, investigating minocycline’s effects on chronic microglial activation.
Used machine learning and NLP to analyze issues in clinical documentation and critique the proliferation of 'organizational values' in the NHS.
Background
Post-CCT IPPRF Research Fellow and Neurologist at Imperial College London, Department of Brain Sciences and UK DRI Care Research & Technology Centre.
Unique as an academic neurologist with a strong computational background in computer science prior to medicine.
Research interests lie at the intersection of engineering, artificial intelligence, information theory, and clinical neuroscience.
Aims to be a leading clinician-scientist in abnormal states of consciousness, developing innovative methods to measure and manipulate conscious states.
Particularly interested in 'transdiagnostic' approaches for general-purpose measurement devices.