Author details

Full Name

Marcus A Badgeley

Affiliation

ORCID

Career Start Year

2012

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
34998516	Continuous action deep reinforcement learning for propofol dosing during general anesthesia.	Artif Intell Med	2022
34656465	Using Deep-Learning Algorithms to Simultaneously Identify Right and Left Ventricular Dysfunction From the Electrocardiogram.	JACC Cardiovasc Imaging	2022
33956800	Machine learning of EEG spectra classifies unconsciousness during GABAergic anesthesia.	PLoS One	2021
34114376	Using deep learning to identify bladder cancers with FGFR-activating mutations from histology images.	Cancer Medicine	2021
32954180	Facile Cholesterol Loading with a New Probe ezFlux Allows for Streamlined Cholesterol Efflux Assays.	ACS Omega	2020
34184002	Constructing a control-ready model of EEG signal during general anesthesia in humans.	IFAC Pap OnLine	2020
31304378	Deep learning predicts hip fracture using confounding patient and healthcare variables.	NPJ Digit Med	2019
31684948	Correction to: Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits.	BMC Med Genomics	2019
30304439	CANDI: an R package and Shiny app for annotating radiographs and evaluating computer-aided diagnosis.	Bioinformatics	2019
31214700	PatientExploreR: an extensible application for dynamic visualization of patient clinical history from electronic health records in the OMOP common data model.	Bioinformatics	2019
31345219	Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits.	BMC Med Genomics	2019
28200013	Systematic analyses of drugs and disease indications in RepurposeDB reveal pharmacological, biological and epidemiological factors influencing drug repositioning.	Brief Bioinform	2018
28954825	Deep learning guided stroke management: a review of clinical applications.	J Neurointerv Surg	2018
30399157	Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study.	PLoS Med	2018
30104767	Automated deep-neural-network surveillance of cranial images for acute neurologic events.	Nat Med	2018
29381109	Natural Language-based Machine Learning Models for the Annotation of Clinical Radiology Reports.	Radiology	2018
28288104	The Asthma Mobile Health Study, a large-scale clinical observational study using ResearchKit.	Nat Biotechnol	2017
26876889	Translational bioinformatics in the era of real-time biomedical, health care and wellness data streams.	Brief Bioinform	2017
27307606	Comparative analyses of population-scale phenomic data in electronic medical records reveal race-specific disease networks.	Bioinformatics	2016
27013597	EHDViz: clinical dashboard development using open-source technologies.	BMJ Open	2016
26386437	Hybrid nanoparticles improve targeting to inflammatory macrophages through phagocytic signals.	Journal of Controlled Release	2015
25266226	Hybrid Bayesian-rank integration approach improves the predictive power of genomic dataset aggregation.	Bioinformatics	2015
24417404	No effect of acute exposure to coarse particulate matter air pollution in a rural location on high-density lipoprotein function.	Inhal Toxicol	2014
22821941	Epidemiology of 10,000 high school football injuries: patterns of injury by position played.	Journal of Physical Activity and Health	2013
22308043	In vivo targeting of inflammation-associated myeloid-related protein 8/14 via gadolinium immunonanoparticles.	Arterioscler Thromb Vasc Biol	2012