Good news on a Saturday afternoon: NOA for R21 support NINDSfunding to optimize management of acute hydrocephalus! Sander Connolly @bruinhx megjhani Columbia NeuroCriticalCare Columbia Neurosurgery. In related news, looking for an experienced nanny/tutor. #6and8yearoldpredocs

Also looking for a post-doctoral candidate with experience in signal processing and/or machine learning who would like to learn more about multimodal neuromonitoring and work with large amounts of labelled critical care physiologic data. Join our team!

New work from our group led by megjhani. Domain adversarial neural network and transformer to discover patient-centric invariant features in TCD/ABP representative of ICP.

Do you work with ICP waveforms from External Ventricular Drains, and wish to extract waveforms from the noise (when the drains are open)? Here’s a tool we’d like to share for that. Provides a balance between expert-driven labelling and machine-driven efficiency. megjhani

Grateful to NIH for the support to continue our work! We will strengthen and validate our models in a Federated Learning framework - can’t do big data alone. Excited to work w: Gamze Gürsoy Xiao Hu Nicholas Morris Eric S. Rosenthal Feras Akbik David Chung megjhani +more🤝

Review of studies that have found an association of early post-arrest heart rate and ECG features with later outcome. Universal availability of telemetry during ICU care makes this an attractive set of features to boost a prognostication tool. Columbia NeuroCriticalCare megjhani Sachin Agarwal