Rachel Lea Draelos

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Computed Tomography

Top Venues

Artif. Intell. Medicine

Medical Image Anal.

Publications

Johannes Allgaier, Lena Mulansky, Rachel Lea Draelos, Rüdiger Pryss
How does the model make predictions? A systematic literature review on the explainability power of machine learning in healthcare. Artif. Intell. Medicine 143 (2023)
Angela Hemesath, Kenyon Wright, Matthew Michael Draelos, Rachel Lea Draelos
The Cydoc smart patient intake form accelerates medical note writing. CoRR (2023)
Rachel Lea Draelos, Lawrence Carin
Explainable multiple abnormality classification of chest CT volumes. Artif. Intell. Medicine 132 (2022)
Divya Koyyalagunta, Anna Sun, Rachel Lea Draelos, Cynthia Rudin
Playing Codenames with Language Graphs and Word Embeddings. CoRR (2021)
Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin
Machine-learning-based multiple abnormality prediction with large-scale chest computed tomography volumes. Medical Image Anal. 67 (2021)
Rachel Lea Draelos, Lawrence Carin
Explainable multiple abnormality classification of chest CT volumes with AxialNet and HiResCAM. CoRR (2021)
Divya Koyyalagunta, Anna Sun, Rachel Lea Draelos, Cynthia Rudin
Playing Codenames with Language Graphs and Word Embeddings. J. Artif. Intell. Res. 71 (2021)
Rachel Lea Draelos, Lawrence Carin
HiResCAM: Explainable Multi-Organ Multi-Abnormality Prediction in 3D Medical Images. CoRR (2020)
Jerry Liu, Nathan O'Hara, Alexander Rubin, Rachel Lea Draelos, Cynthia Rudin
Metaphor Detection Using Contextual Word Embeddings From Transformers. Fig-Lang@ACL (2020)
Rachel Lea Draelos, David Dov, Maciej A. Mazurowski, Joseph Y. Lo, Ricardo Henao, Geoffrey D. Rubin, Lawrence Carin
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes. CoRR (2020)
Hunter Gregory, Steven Li, Pouya Mohammadi, Natalie Tarn, Rachel Lea Draelos, Cynthia Rudin
A Transformer Approach to Contextual Sarcasm Detection in Twitter. Fig-Lang@ACL (2020)