Alona Furmanchuk

Work

Northwestern University Feinberg School of Medicine

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Research Assistant Professor

US

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Education

Northwestern University

United States of America
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MS

Jackson State University

United States of America
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PhD

Publications

Hospital variation in adoption of balanced transfusion practices among injured patients requiring blood transfusions

Surgery

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Prediction of intra-abdominal injury using natural language processing of electronic medical record data

Surgery

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Prediction of Time to Hemodynamic Stabilization of Unstable Injured Patient Encounters Using Electronic Medical Record Data

Shock

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Identification and assessment of classification criteria attributes for systemic lupus erythematosus in a regional medical record data network

Lupus Science & Medicine

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Machine learning identification of patient clusters for cutaneous melanoma

Italian Journal of Dermatology and Venereology

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Re-triage moderates association between state trauma funding and lower mortality of trauma patients

Injury

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Geographic Disparities in Re-triage Destinations Among Seriously Injured Californians

Annals of Surgery Open

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Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network

Scientific Reports

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Extracting social determinants of health from electronic health records using natural language processing: a systematic review

Journal of the American Medical Informatics Association

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Divergent Trends in Emergency Department Presentations Amid the Novel Coronavirus Disease 2019 Pandemic in Chicago, Illinois

Journal of Cardiac Failure

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Effect of the Affordable Care Act on diabetes care at major health centers: newly detected diabetes and diabetes medication management

BMJ Open Diabetes Research & Care

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A predictive tool for identification of SARS-CoV-2 PCR-negative emergency department patients using routine test results

Journal of Clinical Virology

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The effect of number of healthcare visits on study sample selection in electronic health record data

International Journal of Population Data Science

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Property Prediction of Organic Donor Molecules for Photovoltaic Applications Using Extremely Randomized Trees

Molecular Informatics

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Property Prediction of Organic Donor Molecules for Photovoltaic Applications Using Extremely Randomized Trees

Molecular Informatics

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Prediction of seebeck coefficient for compounds without restriction to fixed stoichiometry: A machine learning approach

Journal of Computational Chemistry

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Molecularly Tunable Fluorescent Quantum Defects

Journal of the American Chemical Society

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Predictive analytics for crystalline materials: Bulk modulus

RSC Advances

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Molecular-Level Engineering of Adhesion in Carbon Nanomaterial Interfaces

Nano Letters

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Multi-step mechanism of carbonization in templated polyacrylonitrile derived fibers: ReaxFF model uncovers origins of graphite alignment

Carbon

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Electron induced single strand break and cyclization: A DFT study on the radiosensitization mechanism of the nucleotide of 8-bromoguanine

Physical Chemistry Chemical Physics

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In situ scanning electron microscope peeling to quantify surface energy between multiwalled carbon nanotubes and graphene

ACS Nano

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Inherent carbonaceous impurities on arc-discharge multiwalled carbon nanotubes and their implications for nanoscale interfaces

Carbon

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Shear and friction between carbon nanotubes in bundles and yarns

Nano Letters

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Mechanical properties of silicon nanowires

Wiley Interdisciplinary Reviews: Computational Molecular Science

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Morphology and optical response of carbon nanotubes functionalized by conjugated polymers

Journal of Physical Chemistry C

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Car-parrinello molecular dynamics simulations of tensile tests on Si〈001〉 nanowires

Journal of Physical Chemistry C

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Novel view on the mechanism of water-assisted proton transfer in the DNA bases: Bulk water hydration

Physical Chemistry Chemical Physics

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Hydration of nucleic acid bases: A Car-Parrinello molecular dynamics approach

Physical Chemistry Chemical Physics

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New insight on structural properties of hydrated nucleic acid bases from ab initio molecular dynamics

Physical Chemistry Chemical Physics

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Efficient and accurate ab initio prediction of thermodynamic parameters for intermolecular complexes

Chemical Physics Letters

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Thio- versus oxo-derivatives of DNA bases: Theoretical study on possible mutagenic effect of sulfur atom

Journal of Sulfur Chemistry

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Are isolated nucleic acid bases really planar? A Car-Parrinello molecular dynamics study

Journal of Physical Chemistry B

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Electron correlated Ab initio study of amino group flexibility for improvement of molecular mechanics simulations on nucleic acid conformations and interactions

Journal of Biological Physics

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Systematic effect of benzo-annelation on oxo-hydroxy tautomerism of heterocyclic compounds. Experimental matrix-isolation and theoretical study

Journal of Physical Chemistry A

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