Publications

Selected publications across machine learning, medicine, and mathematical biology. For a complete list, visit my Google Scholar.

2026

First AuthorNeoplasms Associated with the Onset of Age-Related Macular Degeneration: A Case–Control Study Using the All of Us Cohort

E Wu, K Du, T Thomas, C Shin, J Jiang, J Navidzadeh, N Hasan, J Yao, et al.

In Review

First AuthorNovel Systemic Associations of Idiopathic Epiretinal Membrane Identified via Machine Learning

E Wu, J Jiang, N Hasan, K Du, M Zhang, KK Vupparaboina, SC Bollepalli, JA Sahel, J Chhablani

Ophthalmology Science

2025

Investigating the Role of Social Determinants of Health in Age-Related Macular Degeneration Using Machine Learning

M Zhang, J Yao, J Jiang, E Wu, K Du, N Hasan, JA Sahel, J Chhablani

Digital Health Summit (Abstract)

Machine Learning-Based Prediction of Idiopathic Pulmonary Fibrosis Using the All of Us Dataset

B Woolley, E Wu, H Walter, M Koenigshoff, C Kliment

Digital Health Summit (Abstract)

Predicting Post-Diagnostic Cognitive Impairment in Patients with Schizophrenia Using Interpretable Machine Learning Algorithms

D Kerr, E Wu, M Grubisha

Digital Health Summit (Abstract)

First AuthorPredicting Early Onset of Age-Related Macular Degeneration: A Machine Learning Approach

E Wu, N Hasan, S Vupparaboina, J Jiang, K Du, J DeCicco, E Sadeghi, et al.

American Journal of Ophthalmology1 citation

Spatially Discontinuous Mutation Topographies in Ductal Carcinoma In Situ Reveal Noncompetitive Growth Dynamics

MD Ryser, MA Greenwald, D Monyak, IC Sorribes, L King, A Hall, E Wu, et al.

Cancer Research

Benchmarking Diffusion Models Against State-of-the-Art Architectures for OCT Fluid Biomarker Segmentation

K Du, U Doshi, B DiCenzo, J Jiang, E Wu, A Gadari, SC Vupparaboina, et al.

PLoS One

First AuthorIdentifying Key Co-Morbidities for Predicting Early-Onset Age-Related Macular Degeneration Using Machine Learning

E Wu, N Hasan, SC Vupparaboina, JY Jiang, J DeCicco, K Vupparaboina, et al.

Investigative Ophthalmology & Visual Science

2024

First AuthorPatient-Specific Models of Treatment Effects Explain Heterogeneity in Tuberculosis

E Wu, C Ellington, B Lengerich, E Xing

ML4H2 citations

2023

Impact of Cannabis Use on Immune Cell Populations and the Viral Reservoir in People with HIV on Suppressive Antiretroviral Therapy

SD Falcinelli, AD Cooper-Volkheimer, L Semenova, E Wu, A Richardson, et al.

The Journal of Infectious Diseases13 citations

Growth Dynamics of Ductal Carcinoma in Situ Recapitulate Normal Breast Development

MD Ryser, MA Greenwald, IC Sorribes, LM King, A Hall, E Wu, et al.

bioRxiv3 citations

2021

Oncogenic HPV Promotes the Expression of the Long Noncoding RNA lnc-FANCI-2 Through E7 and YY1

H Liu, J Xu, Y Yang, X Wang, E Wu, V Majerciak, T Zhang, et al.

Proceedings of the National Academy of Sciences (PNAS)63 citations

2016

IDr: An Intelligent Digital Ruler App for Remote Wound Assessment

A Yee, M Patel, E Wu, S Yi, G Marti, J Harmon

IEEE Connected Health Conference9 citations

Publications

Selected publications across machine learning, medicine, and mathematical biology. For a complete list, visit my Google Scholar.

2026

First AuthorNeoplasms Associated with the Onset of Age-Related Macular Degeneration: A Case–Control Study Using the All of Us Cohort

E Wu, K Du, T Thomas, C Shin, J Jiang, J Navidzadeh, N Hasan, J Yao, et al.

In Review

First AuthorNovel Systemic Associations of Idiopathic Epiretinal Membrane Identified via Machine Learning

E Wu, J Jiang, N Hasan, K Du, M Zhang, KK Vupparaboina, SC Bollepalli, JA Sahel, J Chhablani

Ophthalmology Science

2025

Investigating the Role of Social Determinants of Health in Age-Related Macular Degeneration Using Machine Learning

M Zhang, J Yao, J Jiang, E Wu, K Du, N Hasan, JA Sahel, J Chhablani

Digital Health Summit (Abstract)

Machine Learning-Based Prediction of Idiopathic Pulmonary Fibrosis Using the All of Us Dataset

B Woolley, E Wu, H Walter, M Koenigshoff, C Kliment

Digital Health Summit (Abstract)

Predicting Post-Diagnostic Cognitive Impairment in Patients with Schizophrenia Using Interpretable Machine Learning Algorithms

D Kerr, E Wu, M Grubisha

Digital Health Summit (Abstract)

First AuthorPredicting Early Onset of Age-Related Macular Degeneration: A Machine Learning Approach

E Wu, N Hasan, S Vupparaboina, J Jiang, K Du, J DeCicco, E Sadeghi, et al.

American Journal of Ophthalmology1 citation

Spatially Discontinuous Mutation Topographies in Ductal Carcinoma In Situ Reveal Noncompetitive Growth Dynamics

MD Ryser, MA Greenwald, D Monyak, IC Sorribes, L King, A Hall, E Wu, et al.

Cancer Research

Benchmarking Diffusion Models Against State-of-the-Art Architectures for OCT Fluid Biomarker Segmentation

K Du, U Doshi, B DiCenzo, J Jiang, E Wu, A Gadari, SC Vupparaboina, et al.

PLoS One

First AuthorIdentifying Key Co-Morbidities for Predicting Early-Onset Age-Related Macular Degeneration Using Machine Learning

E Wu, N Hasan, SC Vupparaboina, JY Jiang, J DeCicco, K Vupparaboina, et al.

Investigative Ophthalmology & Visual Science

2024

First AuthorPatient-Specific Models of Treatment Effects Explain Heterogeneity in Tuberculosis

E Wu, C Ellington, B Lengerich, E Xing

ML4H2 citations

2023

Impact of Cannabis Use on Immune Cell Populations and the Viral Reservoir in People with HIV on Suppressive Antiretroviral Therapy

SD Falcinelli, AD Cooper-Volkheimer, L Semenova, E Wu, A Richardson, et al.

The Journal of Infectious Diseases13 citations

Growth Dynamics of Ductal Carcinoma in Situ Recapitulate Normal Breast Development

MD Ryser, MA Greenwald, IC Sorribes, LM King, A Hall, E Wu, et al.

bioRxiv3 citations

2021

Oncogenic HPV Promotes the Expression of the Long Noncoding RNA lnc-FANCI-2 Through E7 and YY1

H Liu, J Xu, Y Yang, X Wang, E Wu, V Majerciak, T Zhang, et al.

Proceedings of the National Academy of Sciences (PNAS)63 citations

2016

IDr: An Intelligent Digital Ruler App for Remote Wound Assessment

A Yee, M Patel, E Wu, S Yi, G Marti, J Harmon

IEEE Connected Health Conference9 citations