Frederick Zeiler

Subject-Specific Mammalian Neurovascular Physiologic Metrics Leveraging Electroencephalogram Entropy and Near Infrared Spectroscopy

Principal investigators: Zeiler, Frederick

Keywords: Biomedical engineering; Modelling and mathematical simulation of natural processes

Impact of Point Measurement Versus Time-Window Averaging on Autoregressive Structure of Cerebral Physiologic Data Streams in Humans and Large Mammals

Principal investigators: Zeiler, Frederick FA

Keywords: autocorrelation; cerebral physiology; data resolution; forecasting; low-pass filters; modelling of biological processes; prediction; projection models; signal analysis; time-series

Continuous Neuroprotection Based Personalized Depth of Sedation Targeting in Biomechanical Neural Injury

Principal investigators: Zeiler, Frederick A; Mendelson, Asher A

Keywords: Artifact Detection Algorithms; Big Data; Biomedical Engineering; Cerebral Physiology; Mathematical Models Of Biologic Processes; Neural Injury; Neuroprotection; Personalized Physiologic Targets; Tbi; Time-Series Models

Near Infrared Spectroscopy for Non-Invasive Modelling and Derivation of Core and Subject-Specific Cerebral Physiologic Processes

Principal investigators: Zeiler, Frederick FA

Keywords: artifact management; autonomous algorithms; cerebral physiology; intra-cranial pressure; near infrared spectroscopy; nirs; non-invasive; state-space models; subject-specific physiology; time-series models

Computer Vision for Continuous Autonomous Data Extraction from Medical Device Interfaces

Principal investigators: Zeiler, Frederick FA

Keywords: artificial intelligence; autonomous data collection; big data; biomedical devices; biomedical engineering; computer vision; data digitization; information technology; optical character recognition; text image extraction

BRAINapt: TBI International Adaptive Platform Trial

Principal investigators: Turgeon, Alexis F; English, Shane W; Lauzier, François; McDonald, Michelle; Moore, Lynne; Park, Jay; Zarychanski, Ryan

Keywords: Critical Care Medicine; Intensive Care Medicine; Multicenter Trial; Neurocritical Care; Platform Trial; Traumatic Brain Injury

Autocorrelative and Multicollinearity Structures of Mammalian Cerebral Physiologic Data Streams for Future Application in Machine Learning Pipelines

Principal investigators: Zeiler, Frederick FA

Keywords: artificial intelligence; autocorrelation; cerebral physiology; computational time; machine learning; multicollinearity; statistical relationships; temporal resolution; time-series analytics; vector space

Computer Vision for Continuous Pharmacologic Data Digitization in Healthcare: A Market Assessment

Principal investigators: Zeiler, Frederick FA

Keywords: artificial intelligence; biomedical devices; computer vision; continuous data; digital health; machine learning; OCR; pharmacologic data; TIE

Time-Series Statistical Applications to Mammalian Cerebral Physiology for Understanding Network Relations and Building State-Space Projections

Principal investigators: Zeiler, Frederick FA

Development of Novel and Entirely Non-Invasive High Spatial and High Temporal Resolution Cerebrovascular Monitoring/Imaging Systems

Principal investigators: Zeiler, Frederick