Elizabeth Mamourian

9PUBLICATIONS
79CO-AUTHORS
Radiation therapyMajor global burdens of diseaseDeep learningComputational neuroscience (incl. mathematical neuroscience and theoretical neuroscience)Gene expression (incl. microarray and other genome-wide approaches)
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Publications (9)

|May 13, 2026
Personalized machine learning-guided radiation dose escalation in newly diagnosed glioblastoma: prospective pilot study.

|Dec 29, 2025
A novel computational analysis integrating social determinants information from EHR and literature with Alzheimer's disease biological knowledge through large language models and knowledge graphs.

Tianqi Shang, Shu Yang, Tianhua Zhai

|Sep 17, 2025
DLMUSE: Robust Brain Segmentation in Seconds Using Deep Learning.

Vishnu M Bashyam, Guray Erus, Yuhan Cui

|Mar 20, 2025
Machine learning reveals distinct neuroanatomical signatures of cardiovascular and metabolic diseases in cognitively unimpaired individuals.

Sindhuja Tirumalai Govindarajan, Elizabeth Mamourian, Guray Erus

|Aug 15, 2024
Brain aging patterns in a large and diverse cohort of 49,482 individuals.

Zhijian Yang, Junhao Wen, Guray Erus

|Jun 28, 2024
The genetic architecture of biological age in nine human organ systems.

Junhao Wen, Ye Ella Tian, Ioanna Skampardoni

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Frequent Collaborators

8 joint publications

Christos Davatzikos

4 joint publications

Ilya M Nasrallah

4 joint publications

Junhao Wen

4 joint publications

Guray Erus