Area of research
Radiology, Nuclear Medicine and Imaging · Neurology
Research interest
Research interests include Radiomics and Machine Learning in Medical Imaging, Intracerebral and Subarachnoid Hemorrhage Research, Functional Brain Connectivity Studies, and Advanced Neuroimaging Techniques and Applications.
Association of postoperative delirium with haemodynamic determinants of cerebral perfusion pressure during cardiac surgery: a retrospective cohort study
Comparing Step-Counting Algorithms for High-Resolution Wrist Accelerometry Data in Older Adults in the ARIC Study.
stepcount: Estimate Step Counts from 'Accelerometry' Data
Comparison of Accelerometry-Based Measures of Physical Activity: Retrospective Observational Data Analysis Study.
Predictive performance of selected breath volatile organic carbon compounds in stage 1 lung cancer
Bayesian deep learning outperforms clinical trial estimators of intracerebral and intraventricular hemorrhage volume
Comparison of Accelerometry-Based Measures of Physical Activity: Retrospective Observational Data Analysis Study (Preprint)
Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure
Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure
The ANTsX ecosystem for quantitative biological and medical imaging
Clinical Characterization and Prediction of Clinical Severity of SARS-CoV-2 Infection Among US Adults Using Data From the US National COVID Cohort Collaborative
Patient Trajectories Among Persons Hospitalized for COVID-19 : A Cohort Study.
Development of Severe COVID-19 Adaptive Risk Predictor (SCARP), a Calculator to Predict Severe Disease or Death in Hospitalized Patients With COVID-19.
The National COVID Cohort Collaborative: Clinical Characterization and Early Severity Prediction
Diurnal Physical Activity Patterns across Ages in a Large UK Based Cohort: The UK Biobank Study.
read.gt3x: Parse 'ActiGraph' 'GT3X'/'GT3X+' 'Accelerometer' Data
fMRIscrub: Scrubbing and Other Data Cleaning Routines for fMRI
cforward: Forward Selection using Concordance/C-Index
Patient Trajectories Among Persons Hospitalized for COVID-19
3D Deep Neural Network Segmentation of Intracerebral Hemorrhage: Development and Validation for Clinical Trials
Relationship of White Matter Lesions with Intracerebral Hemorrhage Expansion and Functional Outcome: MISTIE II and CLEAR III
TAPAS: A Thresholding Approach for Probability Map Automatic Segmentation in Multiple Sclerosis.
iglu: Interpreting Glucose Data from Continuous Glucose Monitors
The ANTsX ecosystem for quantitative biological and medical imaging
ROC and AUC with a Binary Predictor: a Potentially Misleading Metric
text2speech: Text to Speech Conversion
TAPAS: A Thresholding Approach for Probability Map Automatic Segmentation in Multiple Sclerosis
Objective Evaluation of Multiple Sclerosis Lesion Segmentation using a Data Management and Processing Infrastructure
Thrombolytic removal of intraventricular haemorrhage in treatment of severe stroke: results of the randomised, multicentre, multiregion, placebo-controlled CLEAR III trial
Radiomic subtyping improves disease stratification beyond key molecular, clinical, and standard imaging characteristics in patients with glioblastoma