TwitterHawk: A Feature Bucket Based Approach to Sentiment Analysis. - William Boag; Peter Potash; Anna Rumshisky (SemEval@NAACL-HLT, 2015)

MUTT: Metric Unit TesTing for Language Generation Tasks. - William Boag; Renan Campos; Kate Saenko; Anna Rumshisky (ACL (1), 2016)

SimiHawk at SemEval-2016 Task 1: A Deep Ensemble System for Semantic Textual Similarity. - Peter Potash; William Boag; Alexey Romanov; Vasili Ramanishka; Anna Rumshisky (SemEval@NAACL-HLT, 2016)

A Hybrid Approach to Precision Medicine-related Biomedical Article Retrieval and Clinical Trial Matching. - Yuan Ling; Sadid A. Hasan; Michele Filannino; Kevin P. Buchan; Kahyun Lee; Joey Liu; William Boag; Di Jin; Özlem Uzuner; Kathy Lee; Vivek V. Datla; Ashequl Qadir; et al. (TREC, 2017)

AWE-CM Vectors: Augmenting Word Embeddings with a Clinical Metathesaurus. - Willie Boag; Hassan Kané (CoRR, 2017)

Precision Medicine: matching cancer patients with clinical trials. - Michele Filannino; Kahyun Lee; Di Jin; Kevin Buchan; William Boag; Özlem Uzuner (AMIA, 2018)

Precision Medicine: matching cancer patients with relevant treatments. - Kahyun Lee; Michele Filannino; Di Jin; Kevin Buchan; William Boag; Özlem Uzuner (AMIA, 2018)

Racial Disparities and Mistrust in End-of-Life Care. - Willie Boag; Harini Suresh; Leo Anthony Celi; Peter Szolovits; Marzyeh Ghassemi (MLHC, 2018)

CliNER 2.0: Accessible and Accurate Clinical Concept Extraction. - Willie Boag; Elena Sergeeva; Saurabh Kulshreshtha; Peter Szolovits; Anna Rumshisky; Tristan Naumann (CoRR, 2018)

Towards the Creation of a Large Corpus of Synthetically-Identified Clinical Notes. - Willie Boag; Tristan Naumann; Peter Szolovits (CoRR, 2018)

Modeling Mistrust in End-of-Life Care. - Willie Boag; Harini Suresh; Leo Anthony Celi; Peter Szolovits; Marzyeh Ghassemi (CoRR, 2018)

Unsupervised Multimodal Representation Learning across Medical Images and Reports. - Tzu-Ming Harry Hsu; Wei-Hung Weng; Willie Boag; Matthew B. A. McDermott; Peter Szolovits (CoRR, 2018)

Clinically Accurate Chest X-Ray Report Generation. - Guanxiong Liu; Tzu-Ming Harry Hsu; Matthew B. A. McDermott; Willie Boag; Wei-Hung Weng; Peter Szolovits; Marzyeh Ghassemi (MLHC, 2019)

Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks. - Bret Nestor; Matthew B. A. McDermott; Willie Boag; Gabriela Berner; Tristan Naumann; Michael C. Hughes; Anna Goldenberg; Marzyeh Ghassemi (MLHC, 2019)

Baselines for Chest X-Ray Report Generation. - William Boag; Tzu-Ming Harry Hsu; Matthew B. A. McDermott; Gabriela Berner; Emily Alsentzer; Peter Szolovits (ML4H@NeurIPS, 2019)

Publicly Available Clinical BERT Embeddings. - Emily Alsentzer; John R. Murphy; Willie Boag; Wei-Hung Weng; Di Jin; Tristan Naumann; Matthew B. A. McDermott (CoRR, 2019)

Clinical Collabsheets: 53 Questions to Guide a Clinical Collaboration. - Shems Saleh; William Boag; Lauren Erdman; Tristan Naumann (MLHC, 2020)

A Pilot Study in Surveying Clinical Judgments to Evaluate Radiology Report Generation. - William Boag; Hassan Kané; Saumya Rawat; Jesse Wei; Alexander Goehler (FAccT, 2021)

Assessment of Natural Language Processing Methods to Predict Functional Pain Scores from Inpatient Clinical Notes. - Agustina Saenz; Julie Vaughn; Jeffrey Schnipper; Moustafa Abdalla; William Boag (AMIA, 2022)

Tech Worker Organizing for Power and Accountability. - William Boag; Harini Suresh; Bianca Lepe; Catherine D'Ignazio (FAccT, 2022)

EHR Safari: Data is Contextual. - William Boag; Mercy Oladipo; Peter Szolovits (MLHC, 2022)

Evidence-based AI Ethics - William Boag (2022)

Organizational Governance of Emerging Technologies: AI Adoption in Healthcare. - Jee Young Kim; William Boag; Freya Gulamali; Alifia Hasan; Henry David Jeffry Hogg; Mark Lifson; Deirdre K. Mulligan; Manesh Patel; Inioluwa Deborah Raji; Ajai Sehgal; Keo Shaw; Danny Tobey; et al. (FAccT, 2023)

Machine Learning for Health (ML4H) 2024. - Helen Zhou; Stefan Hegselmann; Elizabeth Healey; Trenton Chang; Caleb Ellington; Michael Leone; Vishwali Mhasawade; Sana Tonekaboni; Winston Chen; Hyewon Jeong; Xiaoxiao Li; Juyeon Heo; et al. (ML4H@NeurIPS, 2024)

The algorithm journey map: a tangible approach to implementing AI solutions in healthcare. - William Boag; Alifia Hasan; Jee Young Kim; Mike Revoir; Marshall Nichols; William Ratliff; Michael Gao; Shira Zilberstein; Zainab Samad; Zahra Hoodbhoy; Mushyada Ali; Nida Saddaf Khan; et al. (npj Digit. Medicine, 2024)