August 2021
Paulina Gonzalez > Other Awards
Merit Scholarship given to students who excel academically and demonstrate leadership skills. It is renewable annually for up to eight consecutive semesters (or 10),if the recipient maintains a minimum cumulative grade point average of 3.0 and is enrolled as a full-time undergraduate student.
March 2022
Paulina Gonzalez > Other Awards
Support Global Social Impact Fellows with financial need in covering expenses not covered by that program like travel. Thanks to this grant I was able to travel to Sierra Leone during the summer and do field wok for my research fellowship: Autism Screening and Training in Africa.
May 2024
Paulina Gonzalez > Other Awards
This scholarship, established to commemorate the 50th reunion of the Class of 1904, emphasizes character, scholarship, leadership potential, and extracurricular involvement. Grateful for this incredible opportunity and the support of the Lehigh community
Image of Paulina during her PhD whote coat ceremony
other-awards
Awards

August 2021 College of Health Dean's Scholarship

March 2022 COH Global Social Impact Fellowship Assistance Grant

May 2024 Class of 1904 Scholarship

About me

I am Paulina Gonzalez Orozco, a international student from Guatemala in the PhD in Epidemiology & Biostatistics program at Case Western Reserve University. Under the mentorship of Jonathan L. Haines, I study the gentic architecture of Alzheimer's disease using statistical genetics, bioinformatics, and multi-ancestry approaches. My interdisciplinary experience spans epigentic biomarkers, explainable artificial intelligence, autism and assitive technologies, and global health. My work so for has resulted in three publications and several national and international scientific conferences.

I am a Guatemalan scientist and PhD student in Epidemiology and Biostatistics in the Department of Population and Quantitative Health Sciences at Case Western Reserve University School of Medicine. In Spring 2025, I earned a Bachelor of Science in Population Health, with minors in Biostatistics and Probability and Statistics, from Lehigh University, graduating with High Honors.
My doctoral research is under the mentorship of Jonathan L. Haines. It focuses on the genetic epidemiology of Alzheimer’s disease and related dementias. My work involves harmonizing genomic datasets, prioritizing candidate genes across genome-wide association study loci, and developing multi-ancestry fine-mapping analyses to identify plausible causal variants and biological mechanisms. I amparticularly interested in improving the representation of historically underrepresented populations in genomic research. I have presented some of this work on the Alzheimer's Association International Conference on July, 2026, and will present a poster on the American Sociaty of Human Genetics annual meeting in October, 2026.

I also collaborate on research examining DNA methylation-derived protein biomarkers and biological aging across human tissues under Dr. Fredrick Schumacher. And am part of the PREVAIL project focused on studying the protective role of breastfeeding on infant disease under Dr. Shannon Conrey.

As an undergraduate, I applied explainable machine learning to handwriting data as a potential accessible and non-invasive approach to Alzheimer’s disease detection. This work resulted in a first-author Springer conference paper and a co-authored article in Healthcare Technology Letters. I also co-authored a publication on faculty supported undergraduate involvement in community-engaged research with lessons learned from being part of the Social Impact Fellowship. My broader global-health experience includes contributing to the development of culturally appropriate autism screening approaches in Sierra Leone, where my team interviewed more than 140 community members, health workers, educators, and parents.
Then trough Lehigh’s STEM-SI Fellowship, I investigated assistive technologies for autistic adolescents and young adults transitioning to higher education, employment, and independent living. I presented this work at the 2024 Annual Biomedical Research Conference for Minoritized Scientists. In Spring 2025, I completed an internship with Program for Appropiate Technologies for Health (PATH) in Geneva, were I applied machine learning and forecasting methods to pediatric and maternal-health projects.
Besides research, during my undergradute degree I worked at the Center of Gender Equity and Student Senate to encourgae positive change and advocacy. Now in my gradute studies I serve as Vice President of Social and Special Programming in Case Western Reserve University’s Graduate Student Council. I am committed to advancing equitable, data-driven health research and expanding scientific and leadership opportunities for women from Guatemala and across the Global South.

Degrees:

2025
Undergraduate
Medical and Health Sciences incl Neurosciences

Publications resulting from Research
Hernández SE, González Orozco P, Yellamelli N. Faculty-Driven Student Engagement in Community-Engaged Projects: An Undergraduate Perspective. Journal of Community Engagement and Scholarship. 2023;15(2):Article 13. https://doi.org/10.54656/jces.v15i2.509
Paulina Gonzalez O, Gogovi GK. Explainable Machine Learning-Based Alzheimer’s Disease Prediction. In: Health Informatics and Medical Systems and Biomedical Engineering. Communications in Computer and Information Science. Vol. 2259. Springer; 2025:194–208. https://doi.org/10.1007/978-3-031-85908-3_17
Ho NTN, Gonzalez P, Gogovi GK. Writing the Signs: An Explainable Machine Learning Approach for Alzheimer’s Disease Classification from Handwriting. Healthcare Technology Letters. 2025;12(1):e70006. https://doi.org/10.1049/htl2.70006
other-awards
Awards

August 2021 College of Health Dean's Scholarship

March 2022 COH Global Social Impact Fellowship Assistance Grant

May 2024 Class of 1904 Scholarship