The Clinical Data Animation Center (CDAC) brings medical data to life. Our research aims to help people preserve and enhance brain health. CDAC maintains the Brain Data Science Platform (BDSP), and is affiliated with Harvard Medical School, Beth Israel Deaconess Medical Center, Massachusetts General Hospital, and MIT. Our research areas include sleep, dementia, epilepsy, delirium/encephalopathy, anoxic brain injury, status epilepticus, the ictal-interictal-injury continuum, subarachnoid hemorrhage, and critical illness neurophysiology.
We develop mathematical models to clarify risk-benefit tradeoffs in medical decision-making, predict neurologic outcomes in critical care settings; and automate tasks in medicine previously performed only by clinical experts.
Our research emphasizes working with clinical data from large and heterogenous patient cohorts to ensure that our models work in the real world. We and our collaborators are creating a Brain Data Science Platform (BDSP), a massive cloud-based repository of clinical neurology data and code for conducting research.
Funding for the lab has been provided by the National Institutes of Health, National Science Foundation, American Academy of Neurology, American Academy of Sleep Medicine, the Glenn Foundation for Medical Research, and the McCance Center for Brain Health.
09 July 2024
AWS article about BDSP!
12 June 2024
Harsh’s and Sahar’s paper published in ACTN: Sample Size Calculations for Neuro-ICU Clinical Trials: Yikes.
23 May 2024
NEJM AI paper on Interpretable ML for critical care EEG patterns
09 May 2024
James’ paper published in JNCN: GPDs in Catatonia
26 April 2024
Fabio’s and JJ’s pilot RCT on teaching IED recognition to neurology residents
08 April 2024
Kaggle IIIC Classification Competition winners!
17 Feb 2024
Daniel’s paper Minimum clinical utility standards for wearable seizure detectors: A simulation study published in Epilepsia
02 February 2024
Ruoqi and Wolfgang’s paper about Sleep~Cognition~MRI is out in SLEEP: paper, supplement, editorial.
08 January 2024
Kaggle Competition launched!: Harmful Brain Activity Classification. $50K in prizes