Publications by authors named "Jacob G Ellen"

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Prevalence of Ferritin Testing, Iron Deficiency, and Iron Supplementation Among Women with Fatigue in Ambulatory Care.
Martin Viola, Jacob G Ellen, Kelly L Graham, Jason A Freed

J Gen Intern Med· July 2025

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Potential source of bias in AI models: lactate measurement in the ICU in sepsis patients as a template.
Pratiksha Pradhan, Fredrik Willumsen Haug, Nebal S Abu Hussein, Dana Moukheiber, Lama Moukheiber, Jacob G Ellen

Front Med (Lausanne)· July 2025

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Potential source of bias in AI models: Lactate measurement in the ICU as a template.
Nebal S Abu Hussein, Pratiksha Pradhan, Fredrik Willumsen Haug, Dana Moukheiber, Lama Moukheiber, Jacob G Ellen

Res Sq· February 2025

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Assessing Mobility in Patients With Glioblastoma Using Digital Phenotyping-Piloting the Digital Assessment in Neuro-Oncology.
Noah L A Nawabi, Patrick Emedom-Nnamdi, John L Kilgallon, Jakob V E Gerstl, David J Cote, Jacob G Ellen

Neurosurgery· January 2025

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Participant flow diagrams for health equity in AI.
Jacob G Ellen, João Matos, Martin Viola, Jack Gallifant, Justin Quion

J Biomed Inform· April 2024

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Autoencoder-based multimodal prediction of non-small cell lung cancer survival.
Jacob G Ellen, Etai Jacob, Nikos Nikolaou, Natasha Markuzon

Sci Rep· September 2023

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Pilot study of smartphone-based health outcome tracking (OurBrainBank) for glioblastoma patients.
Jacob G Ellen, Florien W Boele, Bruce Hellman, Kelli Duprey, Lakshmi Nayak

Neurooncol Pract· December 2021

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Multi-institutional analysis of treatment modalities in basal ganglia and thalamic germinoma.
Richard T Graham, Mohammad H Abu-Arja, Joseph R Stanek, Andrea Cappellano, Christina Coleman, Jacob G Ellen

Pediatr Blood Cancer· October 2021

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An artificial neural network for automated behavioral state classification in rats.
Jacob G Ellen, Michael B Dash

PeerJ· September 2021

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