Matthew B. A. McDermott
Harvard University(US)Columbia University(US)
Publications by Year
Research Areas
Machine Learning in Healthcare, Topic Modeling, Artificial Intelligence in Healthcare and Education, Artificial Intelligence in Healthcare, Natural Language Processing Techniques
Most-Cited Works
- → Publicly Available Clinical(2019)1,529 cited
- → Publicly Available Clinical BERT Embeddings(2019)720 cited
- → Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations(2021)698 cited
- → Reproducibility in machine learning for health research: Still a ways to go(2021)247 cited
- → MIMIC-Extract(2020)137 cited
- → Hurtful words(2020)120 cited
- → Clinically Accurate Chest X-Ray Report Generation(2019)111 cited
- → APPRAISE-AI Tool for Quantitative Evaluation of AI Studies for Clinical Decision Support(2023)97 cited
- → Trends and Focus of Machine Learning Applications for Health Research(2019)69 cited
- → Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks(2019)54 cited