Join to View Full Profile
3400 Spruce StPhiladelphia, PA 19104
Phone+1 214-794-6546
Dr. Marostica is on Doximity
As a Doximity member you'll join over two million verified healthcare professionals in a private, secure network.
- Gain access to free telehealth tools, such as our “call shielding” and one-way patient texting.
- Connect with colleagues in the same hospital or clinic.
- Read the latest clinical news, personalized to your specialty.
Summary
- Surgical resident at UPenn. My research interests lie at the intersection of computer science, data science, and surgery: using data-informed approaches to augment perioperative surgical decision making and tailoring surgical cancer care to the individual.
Education & Training
Harvard Medical SchoolClass of 2024
Harvard Medical SchoolMBI, Biomedical Informatics, 2018 - 2020
Publications & Presentations
PubMed
- 25 citationsA pathology foundation model for cancer diagnosis and prognosis prediction.Xiyue Wang, Junhan Zhao, Eliana Marostica, Wei Yuan, Jietian Jin
Nature. 2024-10-01 - 18 citationsMachine learning for cryosection pathology predicts the 2021 WHO classification of glioma.MacLean P Nasrallah, Junhan Zhao, Cheng Che Tsai, David Meredith, Eliana Marostica
Med. 2023-08-11 - 44 citationsHistopathology images predict multi-omics aberrations and prognoses in colorectal cancer patients.Pei-Chen Tsai, Tsung-Hua Lee, Kun-Chi Kuo, Fang-Yi Su, Tsung-Lu Michael Lee
Nature Communications. 2023-04-13
Journal Articles
- Histopathology images predict multi-omics aberrations and prognoses in colorectal cancer patientsPei-Chen Tsai, Tsung-Hua Lee, Kun-Chi Kuo, Fang-Yi Su, Tsung-Lu Michael Lee, Eliana Marostica, Tomotaka Ugai, Melissa Zhao, Mai Chan Lau, Juha P. Väyrynen, Marios Gian..., Nature Communications, 4/13/2023
Professional Memberships
- Massachusetts Medical SocietyMember
- Pennsylvania Medical SocietyMember
Viewing the full profile is available to verified healthcare professionals only.
Find your profile and take control of your online presence:
