Jessica Karina De Freitas

Joined

August 2022

Names

Jessica Karina De Freitas (Preferred)

Emails

****@icahn.mssm.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Icahn School of Medicine at Mount Sinai (mssm.edu)

2017 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Large Language Models with Retrieval-Augmented Generation for Zero-Shot Disease Phenotyping
Will Thompson, David Michael Vidmar, Jessica Karina De Freitas, Gabriel Altay, Kabir Manghnani, Andrew Nelsen, Kellie Morland, John Pfeifer, Brandon Kenneth Fornwalt, RuiJun Chen, Martin Stumpe, Riccardo Miotto
- DGM4H NeurIPS 2023 Poster
- Readers: Everyone
Real-world Challenges in Leveraging Electrocardiograms for Coronary Artery Disease Classification
Jessica Karina De Freitas, Alexander Charney, Isotta Landi
- Published: 02 Dec 2022, Last Modified: 05 May 2023
- TS4H Spotlight
- Readers: Everyone
Phe2vec: Automated disease phenotyping based on unsupervised embeddings from electronic health records
Jessica Karina De Freitas
- 18 Aug 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Machine learning to predict mortality and critical events in a cohort of patients with COVID-19 in New York City: model development and validation
Jessica Karina De Freitas
- 18 Aug 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors