Sonish Sivarajkumar

Research Scholar @Upmc Hillman Cancer Center

PA, US

Advised by Dr. Yanshan Wang and Dr.Yufei Huang- Developed predictive models for hematology oncology treatment outcomes using deep learning techniques, enhancing patient care strategies and decision-making processes- Mining immunotherapy treatment outcomes from diverse clinical notes (office visits, consultations, pathology reports, etc.) using advanced NLP, contributing to personalized treatment plans-Automated the extraction of cancer registry data from clinical notes utilizing NLP methodologies, significantly improving data accuracy and availability for research and treatment- Worked with real-world datasets from ARIA, Epic, and Cerner EHR to create robust clinical embeddings, aiding in the understanding of patient journeys and treatment effectiveness- Collaborated with cross-functional teams, including clinicians and data scientists, to translate complex clinical data into actionable insights, driving forward the field of oncology research.

Carnegie Mellon University

Cross Registeration

Government Engineering College, Thrissur

Bachelor's degree

University of Pittsburgh

Doctor of Philosophy - PhD