Author details

Full Name

Logan Ward

Affiliation

Joint Center for Energy Storage Research (JCESR), Argonne National Laboratory

ORCID

Career Start Year

2011

Papers

H Index

Expertise

CM4AI Collaborator

PMID	Paper Title	Journal Title	Published Year
37474597	Predicting sepsis onset using a machine learned causal probabilistic network algorithm based on electronic health records data.	Sci Rep	2023
37556138	Prehospital Early Warning Scores to Predict Mortality in Patients Using Ambulances.	JAMA Netw Open	2023
35850287	Machine-Learning Model for Mortality Prediction in Patients With Community-Acquired Pneumonia: Development and Validation Study.	Chest	2023
37406209	Accurate Prediction of Adiabatic Ionization Potentials of Organic Molecules using Quantum Chemistry Assisted Machine Learning.	J Phys Chem A	2023
34406170	Peripheral Oxygen Saturation Facilitates Assessment of Respiratory Dysfunction in the Sequential Organ Failure Assessment Score With Implications for the Sepsis-3 Criteria.	Crit Care Med	2022
35786965	Improving the Accuracy of Composite Methods: A G4MP2 Method with G4-like Accuracy and Implications for Machine Learning.	J Phys Chem A	2022
36451881	GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics.	bioRxiv	2022
34191512	Graph-Based Approaches for Predicting Solvation Energy in Multiple Solvents: Open Datasets and Machine Learning Models.	J Phys Chem A	2021
33908789	Automated Development of Molten Salt Machine Learning Potentials: Application to LiCl.	J Phys Chem Lett	2021
33608599	Enabling deeper learning on big data for materials informatics applications.	Sci Rep	2021
34852489	Quantum Chemistry Common Driver and Databases (QCDB) and Quantum Chemistry Engine (QCEngine): Automation and interoperability among computational chemistry programs.	J Chem Phys	2021
34527701	Models and Processes to Extract Drug-like Molecules From Natural Language Text.	Front Mol Biosci	2021
34425790	A comparison of predictors for mortality and bacteraemia in patients suspected of infection.	BMC Infect Dis	2021
32539388	Quantum-Chemically Informed Machine Learning: Prediction of Energies of Organic Molecules with 10 to 14 Non-hydrogen Atoms.	J Phys Chem A	2020
32029574	Validation of automated sepsis surveillance based on the Sepsis-3 clinical criteria against physician record review in a general hospital population: observational study using electronic health records data.	BMJ Qual Saf	2020
32496755	A High-Throughput Structural and Electrochemical Study of Metallic Glass Formation in Ni-Ti-Al.	ACS Comb Sci	2020
31079313	Clinical- vs. model-based selection of patients suspected of sepsis for direct-from-blood rapid diagnostics in the emergency department: a retrospective study.	Eur J Clin Microbiol Infect Dis	2019
29662953	Accelerated discovery of metallic glasses through iteration of machine learning and high-throughput experiments.	Sci Adv	2018
30514926	ElemNet: Deep Learning the Chemistry of Materials From Only Elemental Composition.	Sci Rep	2018
27833000	Automatic learning of mortality in a CPN model of the systemic inflammatory response syndrome.	Math Biosci	2017
26317197	Three new crystal structures in the Na-Pb system: solving structures without additional experimental input.	Acta Crystallogr A Found Adv	2015
22401328	Stochastic targeted (STAR) glycemic control: design, safety, and performance.	J Diabetes Sci Technol	2012
22401331	Data entry errors and design for model-based tight glycemic control in critical care.	J Diabetes Sci Technol	2012
22401330	Interface design and human factors considerations for model-based tight glycemic control in critical care.	J Diabetes Sci Technol	2012
21929821	Pilot proof of concept clinical trials of Stochastic Targeted (STAR) glycemic control.	Ann Intensive Care	2011

1 - 25 of 25

Lucas M Fleuren

Vrije Universiteit

Career Start Year 2018

Number of shared co-authors 0

Dennis H Murphree

Mayo Clinic

Career Start Year 2015

Number of shared co-authors 2

Alistair E W Johnson

The Hospital for Sick Children

Career Start Year 2013

Number of shared co-authors 0

Susana M Vieira

Instituto Superior Tecnico, Universidade de Lisboa

Career Start Year 2013

Number of shared co-authors 0

Christopher V Cosgriff

Perelman School of Medicine at the University of Pennsylvania

Career Start Year 2013

Number of shared co-authors 0

Benjamin S Glicksberg

Hasso Plattner Institute for Digital Health, Icahn School of Medicine at Mount Sinai

Career Start Year 2013

Number of shared co-authors 0

Santiago Romero-Brufau

Mayo Clinic College of Medicine

Career Start Year 2012

Number of shared co-authors 0

Venet Osmani

Fondazione Bruno Kessler Research Institute, University of Sheffield

Career Start Year 2012

Number of shared co-authors 0

Rodrigo Octavio Deliberato

Institute of Medical Engineering & Science, Massachusetts Institute of Technology

Career Start Year 2012

Number of shared co-authors 0

Andrew M Harrison

Mayo Clinic

Career Start Year 2011

Number of shared co-authors 2

Robert L Davis

Center for Biomedical Informatics, University of Tennessee Health Science Center

Career Start Year 2011

Number of shared co-authors 0

Jenna Wiens

University of Michigan College of Engineering ann arbor

Career Start Year 2011

Number of shared co-authors 0

Mengling Feng

Saw Swee Hock School of Public Health, National University of Singapore

Career Start Year 2011

Number of shared co-authors 0

Suchi Saria

Johns Hopkins University

Career Start Year 2010

Number of shared co-authors 0

Zhongheng Zhang

Sir Run Run Shaw Hospital, Zhejiang University School of Medicine

Career Start Year 2010

Number of shared co-authors 1

Curtis B Storlie

5Mayo Clinic

Career Start Year 2009

Number of shared co-authors 2

Li Wang

Vanderbilt University

Career Start Year 2009

Number of shared co-authors 0

Rishikesan Kamaleswaran

Duke University, Emory University, Society for Critical Care Medicine, University of Ontario Institute of Technology, University of Tennessee Health Science Center

Career Start Year 2009

Number of shared co-authors 0

Rahul Kashyap

Mayo Clinic

Career Start Year 2008

Number of shared co-authors 2

Anoop Mayampurath

University of Wisconsin-Madison

Career Start Year 2007

Number of shared co-authors 0

Adrian D Haimovich

Beth Israel Deaconess Medical Center