Publications by authors named "Hunter Miller"

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An automated software methodology for biomedical statistics, data pre-processing, and machine learning.
Hunter A Miller, Dylan A Goodin, Hermann B Frieboes

Comput Methods Programs Biomed· January 2026

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Non-invasive hair metabolome analysis reveals GERD and thyroid dysfunction in pulmonary fibrosis patients.
Bryce Thomas, Dylan A Goodin, Jefferson Baker, Hunter A Miller, Sally Suliman

Metabol Open· December 2025

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Stratification of glioblastoma patient survival based on tumor core and edge metabolomic data.
Dylan A Goodin, Hunter A Miller, Xinmin Yin, Xiang Zhang, Joseph Chen

J Neurosurg· November 2025

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Rigorous validation of machine learning in laboratory medicine: guidance toward quality improvement.
Hunter A Miller, Roland Valdes

Crit Rev Clin Lab Sci· August 2025

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Towards Metabolic Organic Radical Contrast Agents (mORCAs) for Magnetic Resonance Imaging.
Shuyang Zhang, Sabina Dhakal, Evan Curtis, Hunter Miller, Joseph T Paletta

Molecules· April 2025

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Prediction of prolonged mechanical ventilation in the intensive care unit via machine learning: a COVID-19 perspective.
Marianna Weaver, Dylan A Goodin, Hunter A Miller, Dipan Karmali, Apurv A Agarwal

Sci Rep· December 2024

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The Correlation between Plasma Circulating Tumor DNA and Radiographic Tumor Burden.
Evan M Alexander, Hunter A Miller, Michael E Egger, Melissa L Smith, Kavitha Yaddanapudi

J Mol Diagn· November 2024

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Pulmonary Fibrosis Diagnosis and Disease Progression Detected Via Hair Metabolome Analysis.
Hunter A Miller, Sally Suliman, Hermann B Frieboes

Lung· October 2024

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Optimized gadolinium-DO3A loading in RAFT-polymerized copolymers for superior MR imaging of aging blood-brain barrier.
Hunter A Miller, Aaron Priester, Evan T Curtis, Krista Hilmas, Ashleigh Abbott

Sens Diagn· September 2024

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Sensitization of Europium Oxide Nanoparticles Enhances Signal-to-Noise over Autofluorescence with Time-Gated Luminescence Detection.
Hunter A Miller, Jessica Q Wallace, Hui Li, Xing-Zhong Li, Ana de Bettencourt-Dias

ACS Omega· July 2024

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Identification of Idiopathic Pulmonary Fibrosis and Prediction of Disease Severity via Machine Learning Analysis of Comprehensive Metabolic Panel and Complete Blood Count Data.
Alex N Mueller, Hunter A Miller, Matthew J Taylor, Sally A Suliman, Hermann B Frieboes

Lung· April 2024

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Disease diagnosis and severity classification in pulmonary fibrosis using carbonyl volatile organic compounds in exhaled breath.
Matthew J Taylor, Corey P Chitwood, Zhenzhen Xie, Hunter A Miller, Victor H van Berkel

Respir Med· February 2024

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A clinical marker-based modeling framework to preoperatively predict lymph node and vascular space involvement in endometrial cancer patients.
Hunter A Miller, Anh Tran, K Shawn LyBarger, Hermann B Frieboes

Eur J Surg Oncol· January 2024

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Anti-tumor effect of pH-sensitive drug-loaded nanoparticles optimized an integrated computational/experimental approach.
Hunter A Miller, Yapei Zhang, Bryan Ronain Smith, Hermann B Frieboes

Nanoscale· January 2024

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Antioxidant theranostic copolymer-mediated reduction in oxidative stress following traumatic brain injury improves outcome in a mouse model.
Aria W Tarudji, Connor C Gee, Hunter A Miller, Rylie Steffen, Evan T Curtis

Adv Ther (Weinh)· December 2023

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Evaluation of stacked ensemble model performance to predict clinical outcomes: A COVID-19 study.
Rianne Kablan, Hunter A Miller, Sally Suliman, Hermann B Frieboes

Int J Med Inform· July 2023

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Metabolomic differentiation of tumor core versus edge in glioma.
Mary E Baxter, Hunter A Miller, Joseph Chen, Brian J Williams, Hermann B Frieboes

Neurosurg Focus· June 2023

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Evaluation of Lung Cancer Patient Response to First-Line Chemotherapy by Integration of Tumor Core Biopsy Metabolomics with Multiscale Modeling.
Hunter A Miller, Donald M Miller, Victor H van Berkel, Hermann B Frieboes

Ann Biomed Eng· April 2023

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Sex-based differences of antioxidant enzyme nanoparticle effects following traumatic brain injury.
Aria W Tarudji, Hunter A Miller, Evan T Curtis, Christopher L Porter, Gary L Madsen

J Control Release· March 2023

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CA125 as a predictor of endometrial cancer lymphovascular space invasion and lymph node metastasis for risk stratification in the preoperative setting.
K Shawn LyBarger, Hunter A Miller, Hermann B Frieboes

Sci Rep· November 2022

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Prediction of lung cancer immunotherapy response via machine learning analysis of immune cell lineage and surface markers.
Alex N Mueller, Samantha Morrisey, Hunter A Miller, Xiaoling Hu, Rohit Kumar

Cancer Biomark· August 2022

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Lung cancer survival prediction and biomarker identification with an ensemble machine learning analysis of tumor core biopsy metabolomic data.
Hunter A Miller, Victor H van Berkel, Hermann B Frieboes

Metabolomics· July 2022

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Lung cancer metabolomic data from tumor core biopsies enables risk-score calculation for progression-free and overall survival.
Hunter A Miller, Shesh N Rai, Xinmin Yin, Xiang Zhang, Jason A Chesney

Metabolomics· May 2022

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Theranostic Copolymers Neutralize Reactive Oxygen Species and Lipid Peroxidation Products for the Combined Treatment of Traumatic Brain Injury.
Aaron Priester, Richard Waters, Ashleigh Abbott, Krista Hilmas, Klaus Woelk, Hunter A Miller

Biomacromolecules· April 2022

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Modeling of Tumor Growth with Input from Patient-Specific Metabolomic Data.
Hunter A Miller, John Lowengrub, Hermann B Frieboes

Ann Biomed Eng· March 2022

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