Publications by authors named "Colin Magdamo"

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"Recon-all-clinical": Cortical surface reconstruction and analysis of heterogeneous clinical brain MRI.
Karthik Gopinath, Douglas N Greve, Colin Magdamo, Steve Arnold, Sudeshna Das

Med Image Anal· July 2025

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A GPT-4o-powered framework for identifying cognitive impairment stages in electronic health records.
Yu Leng, Yingnan He, Samad Amini, Colin Magdamo, Ioannis Paschalidis

NPJ Digit Med· July 2025

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High-Throughput Phenotyping of the Symptoms of Alzheimer Disease and Related Dementias Using Large Language Models: Cross-Sectional Study.
You Cheng, Mrunal Malekar, Yingnan He, Apoorva Bommareddy, Colin Magdamo

JMIR AI· June 2025

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Investigating Primary Care Indications to Improve the Quality of Electronic Health Record Data in Target Trial Emulation for Dementia.
Max Sunog, Colin Magdamo, Marie-Laure Charpignon, Mark Albers

medRxiv· April 2025

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The AROMHA brain health test is a remote olfactory assessment to screen for cognitive impairment.
Benoît Jobin, Colin Magdamo, Daniela Delphus, Andreas Runde, Sean Reineke

Sci Rep· March 2025

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Unsupervised Deep Learning of Electronic Health Records to Characterize Heterogeneity Across Alzheimer Disease and Related Dementias: Cross-Sectional Study.
Matthew West, You Cheng, Yingnan He, Yu Leng, Colin Magdamo

JMIR Aging· March 2025

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Impact of Severe COVID-19 on Accelerating Dementia Onset: Clinical and Epidemiological Insights.
Sasha Mukhija, Max Sunog, Colin Magdamo, Mark W Albers

medRxiv· March 2025

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AROMHA Brain Health Test: A Remote Olfactory Assessment as a Screen for Cognitive Impairment.
Benoît Jobin, Colin Magdamo, Daniela Delphus, Andreas Runde, Sean Reineke

medRxiv· August 2024

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causalCmprsk: An R package for nonparametric and Cox-based estimation of average treatment effects in competing risks data.
Bella Vakulenko-Lagun, Colin Magdamo, Marie-Laure Charpignon, Bang Zheng, Mark W Albers

Comput Methods Programs Biomed· December 2023

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Cognitive concerns are a risk factor for mortality in people with HIV and coronavirus disease 2019.
Douglas R Wilcox, Emily A Rudmann, Elissa Ye, Ayush Noori, Colin Magdamo

AIDS· August 2023

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Association of BCG Vaccine Treatment With Death and Dementia in Patients With Non-Muscle-Invasive Bladder Cancer.
Marc S Weinberg, Affan Zafar, Colin Magdamo, Sun Young Chung, Wesley H Chou

JAMA Netw Open· May 2023

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AI-assisted prediction of differential response to antidepressant classes using electronic health records.
Yi-Han Sheu, Colin Magdamo, Matthew Miller, Sudeshna Das, Deborah Blacker

NPJ Digit Med· April 2023

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Initial antidepressant choice by non-psychiatrists: Learning from large-scale electronic health records.
Yi-Han Sheu, Colin Magdamo, Matthew Miller, Jordan W Smoller, Deborah Blacker

Gen Hosp Psychiatry· March 2023

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SynthSR: A public AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry.
Juan E Iglesias, Benjamin Billot, Yaël Balbastre, Colin Magdamo, Steven E Arnold

Sci Adv· February 2023

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Robust machine learning segmentation for large-scale analysis of heterogeneous clinical brain MRI datasets.
Benjamin Billot, Colin Magdamo, You Cheng, Steven E Arnold, Sudeshna Das

Proc Natl Acad Sci U S A· February 2023

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Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia.
Marie-Laure Charpignon, Bella Vakulenko-Lagun, Bang Zheng, Colin Magdamo, Bowen Su

Nat Commun· December 2022

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Development and Evaluation of a Natural Language Processing Annotation Tool to Facilitate Phenotyping of Cognitive Status in Electronic Health Records: Diagnostic Study.
Ayush Noori, Colin Magdamo, Xiao Liu, Tanish Tyagi, Zhaozhi Li

J Med Internet Res· August 2022

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Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study.
Wendong Ge, Haitham Alabsi, Aayushee Jain, Elissa Ye, Haoqi Sun, Colin Magdamo

JMIR Form Res· June 2022

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Plasma biomarkers for prognosis of cognitive decline in patients with mild cognitive impairment.
Pia Kivisäkk, Colin Magdamo, Bianca A Trombetta, Ayush Noori, Yi Kai E Kuo

Brain Commun· June 2022

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Cyclic multiplex fluorescent immunohistochemistry and machine learning reveal distinct states of astrocytes and microglia in normal aging and Alzheimer's disease.
Clara Muñoz-Castro, Ayush Noori, Colin G Magdamo, Zhaozhi Li, Jordan D Marks

J Neuroinflammation· February 2022

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Characterizing Clinical and Neuropathological Traits of APOE Haplotypes in African Americans and Europeans.
Aziz M Mezlini, Colin Magdamo, Emily Merrill, Lori B Chibnik, Deborah L Blacker

J Alzheimers Dis· September 2021

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Prolonged Intubation in Patients With Prior Cerebrovascular Disease and COVID-19.
Shibani S Mukerji, Sudeshna Das, Haitham Alabsi, Laura N Brenner, Aayushee Jain, Colin Magdamo

Front Neurol· April 2021

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Susceptibility-weighted imaging reveals cerebral microvascular injury in severe COVID-19.
John Conklin, Matthew P Frosch, Shibani S Mukerji, Otto Rapalino, Mary D Maher, Colin Magdamo

J Neurol Sci· February 2021

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CoVA: An Acuity Score for Outpatient Screening that Predicts Coronavirus Disease 2019 Prognosis.
Haoqi Sun, Aayushee Jain, Michael J Leone, Haitham S Alabsi, Laura N Brenner, Colin Magdamo

J Infect Dis· January 2021

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Cerebral Microvascular Injury in Severe COVID-19.
John Conklin, Matthew P Frosch, Shibani Mukerji, Otto Rapalino, Mary Maher, Colin Magdamo

medRxiv· July 2020

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