Chen, Irene Y.
- CheXclusion: Fairness gaps in deep chest X-ray classifiers
2020/02/14 by Seyyed-Kalantari, Laleh, Liu, Guanxiong, McDermott, Matthew +2 · 22 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
- A Review of Challenges and Opportunities in Machine Learning for Health
2018/06/01 by Ghassemi, Marzyeh, Naumann, Tristan, Schulam, Peter +3 · 5 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- NLP for Maternal Healthcare: Perspectives and Guiding Principles in the Age of LLMs
2023/12/19 by Maria Antoniak, Aakanksha Naik, Antoniak, Maria +7 · 1 voice · 7 citations
Medicine · #Artificial Intelligence in Healthcare and Education
- Probabilistic Machine Learning for Healthcare
2020/09/23 by Chen, Irene Y., Joshi, Shalmali, Ghassemi, Marzyeh +1 · 3 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The Data Addition Dilemma
2024/08/08 by Judy Hanwen Shen, Inioluwa Deborah Raji, Shen, Judy Hanwen +3 · 1 voice · 3 citations
Decision Sciences · #Data Quality and Management #cs.AI #cs.LG #stat.ML
- A large language model-based approach to quantifying the effects of social determinants in liver transplant decisions
2024/12/10 by Emily Robitschek, Robitschek, Emily, Asal Bastani +17 · 1 voice · 3 citations
Social Sciences · #Socioeconomic Development in MENA
- Clustering Interval-Censored Time-Series for Disease Phenotyping
2021/02/13 by Irene Y. Chen, Rahul G. Krishnan, Chen, Irene Y. +3 · 1 citation
Computer Science · Psychology · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Mental Health Research Topics #Time Series Analysis and Forecasting
- Access to care improves EHR reliability and clinical risk prediction model performance
2024/12/10 by Anna Zink, Zink, Anna, H.F. Luan +4 · 2 voices · 1 citation
Computer Science · #Machine Learning in Healthcare
- Deep Speech Synthesis from Multimodal Articulatory Representations
2024/12/17 by Wu, Peter, Yu, Bohan, Scheck, Kevin +6 · 2 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- Enhancing Semi-supervised Learning with Zero-shot Pseudolabels
2025/02/18 by Jichan Chung, Irene Y. Chen, Chung, Jichan +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Generative AI in Medicine
2024/12/13 by Divya Shanmugam, Monica Agrawal, Shanmugam, Divya +11 · 3 voices
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #cs.AI #cs.CY #cs.HC #cs.LG