Willie Boag

Publication Activity (10 Years)

Years Active: 2017-2019
Publications (10 Years): 11

Top Topics

Chest Radiographs

Top Venues

Publications

Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew B. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi
Clinically Accurate Chest X-Ray Report Generation. MLHC (2019)
Emily Alsentzer, John R. Murphy, Willie Boag, Wei-Hung Weng, Di Jin, Tristan Naumann, Matthew B. A. McDermott
Publicly Available Clinical BERT Embeddings. CoRR (2019)
Guanxiong Liu, Tzu-Ming Harry Hsu, Matthew B. A. McDermott, Willie Boag, Wei-Hung Weng, Peter Szolovits, Marzyeh Ghassemi
Clinically Accurate Chest X-Ray Report Generation. CoRR (2019)
Bret Nestor, Matthew B. A. McDermott, Willie Boag, Gabriela Berner, Tristan Naumann, Michael C. Hughes, Anna Goldenberg, Marzyeh Ghassemi
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks. MLHC (2019)
Bret Nestor, Matthew B. A. McDermott, Willie Boag, Gabriela Berner, Tristan Naumann, Michael C. Hughes, Anna Goldenberg, Marzyeh Ghassemi
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks. CoRR (2019)
Willie Boag, Harini Suresh, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi
Racial Disparities and Mistrust in End-of-Life Care. MLHC (2018)
Tzu-Ming Harry Hsu, Wei-Hung Weng, Willie Boag, Matthew B. A. McDermott, Peter Szolovits
Unsupervised Multimodal Representation Learning across Medical Images and Reports. CoRR (2018)
Willie Boag, Harini Suresh, Leo Anthony Celi, Peter Szolovits, Marzyeh Ghassemi
Modeling Mistrust in End-of-Life Care. CoRR (2018)
Willie Boag, Elena Sergeeva, Saurabh Kulshreshtha, Peter Szolovits, Anna Rumshisky, Tristan Naumann
CliNER 2.0: Accessible and Accurate Clinical Concept Extraction. CoRR (2018)
Willie Boag, Tristan Naumann, Peter Szolovits
Towards the Creation of a Large Corpus of Synthetically-Identified Clinical Notes. CoRR (2018)
Willie Boag, Hassan Kané
AWE-CM Vectors: Augmenting Word Embeddings with a Clinical Metathesaurus. CoRR (2017)