Christine Lin

I'm Christine, a transitional year intern and future radiology resident.

2024 - 2028: UPMC, Pittsburgh, PA. Diagnostic Radiology Resident

2023 - 2024: Capital Health, Pennington, NJ. Transitional Year Intern

2019 - 2023: Penn State College of Medicine, Hershey, PA. MD

Spring 2019: Memorial Sloan Kettering Cancer Center, Dept. of Biostatistics and Epidemiology, NYC, NY. Data Analyst

2015 - 2018: Cornell University, Ithaca, NY. Biometry and Statistics, BS

(Last updated: May 2023)

Research

ORCID iD icon https://orcid.org/0000-0002-4330-4704

Predicting survival for patients with cancer

Penn State COM, Hershey, PA; PI: Nicholas Zaorsky, MD MS

Multiple projects that use a "big-data" and machine learning approach to evaluate mortality in cancer patients.

Image analysis of mammograms

MSKCC, NYC, NY; PI: Malcolm Pike, PhD

Developed an in-house imaging analysis pipeline using R that implements pre-processing, clustering, and machine learning algorithms to obtain predicted breast density readings from mammograms. Published in NPJ Breast Cancer .

Projects

Web-based risk calculators

[ongoing]

My work with Dr. Zaorsky includes developing interactive user-friendly web apps to translate complex predictive models into interpretable results for clinicians.

Identification & validation of the prognostic impact of metastatic prostate cancer phenotypes (2022): Metastatic prostate cancer survival calculator and web app

Predicting survival after palliative radiotherapy (2021): METSSS model and web app

Pan-cancer analysis of prognostic metastatic phenotypes (2021): STARS model and web app

R / R shiny	Python	HTML	CSS	JavaScript

Misc

I figure skate in my free time -- I've competed in ice dance and synchronized skating.

I'm also learning how to crochet stuffed animals, take care of plants, and run long distances.