About Me
Hi! I’m Chloé. My research interests are AI and NLP in healthcare. Currently: Data Scientist @ LKS-CHART. This page was last updated way too long ago February 22, 2021.
Conference & Workshop Papers
- Bret Nestor, Liam G. McCoy, Amol Verma, Chloé Pou-Prom, Joshua Murray, Sebnem Kuzulugil, Muhammad Mamdani, Anna Goldenberg, Marzyeh Ghassemi. “Preparing a Clinical Support Model for Silent Mode in General Internal Medicine”, in Machine Learning for Healthcare, 2020. {paper}
- Yuyang Liu, Jienan Yao, Brenna Li, Zhen Gou, Chloé Pou-Prom, Joshua Murray, Amol Verma, Muhammad Mamdani, Marzyeh Ghassemi. “Visualization of deep models for predicting health outcomes”, in 2020 International Workshop on Health Intelligence, 2020.
- Faiza Khan Khattak, Chloé Pou-Prom, Robert Wu, Frank Rudzicz. “Predicting ICU transfers using text messages between nurses and doctors”, in Clinical NLP workshop at North American Chapter of the Association for Computational Linguistics, 2019. {paper} {poster}
- Chloé Pou-Prom, Frank Rudzicz. “Learning multiview embeddings for assessing dementia”, in Conference on Empirical Methods for Natural Language Processing, 2018. {paper} {slides}
- Serena Jeblee, Akshay Budhkar, Saša Milić, Jeff Pinto, Chloé Pou-Prom, Krishnapriya Vishnubhotla, Graeme Hirst, Frank Rudzicz. “TorontoCL at CLEF 2018 eHealth Task 1: Multi-lingual ICD-10 Coding using an Ensemble of Recurrent and Convolutional Neural Networks”, in CLEF 2018 eHealth Working Notes, 2018. {paper}
- Zeinab Noorian, Chloé Pou-Prom, Frank Rudzicz. “On the importance of normative data in speech-based assessment” in Machine Learning for Health workshop at Neural Information Processing Systems, 2017. {paper}
Journals
- Chloé Pou-Prom, Stefania Raimondo, Frank Rudzicz. “A Conversational Robot for Older Adults with Alzheimer’s Disease”, ACM Transactions no Human-Robot Interaction, 2020. {paper}
- Faiza Khan Khattak, Serena Jeblee, Chloé Pou-Prom, Mohamed Abdalla, Christopher Meaney, Frank Rudzicz. “A survey of word embeddings for clinical text”, Journal of Biomedical Informatics, 2019. {paper}
- Majid Komeili, Chloé Pou-Prom, Daniyal Liaqat, Katie Fraser, Maria Yancheva, Frank Rudzicz. “Talk2Me: Automated linguistic data collection for personal assessment”, PLoS ONE, 2019. {paper}
Abstracts, Theses & Letters
- Chloé Pou-Prom, Zhen Yang, Maitreyee Sidhaye, David Dai. “Developing an Early Warning System for Sepsis”, Computing in Cardiology/PhysioNet Challenge, 2019. {extended abstract} {poster} * won “Best poster presentation” award
- Akshay Rajaram, Trevor Morey, Naheed Dosani, Chloé Pou-Prom, Muhammad Mamdani. “Palliative Care in the Twenty-First Century: Using Advanced Analytics to Uncloak Insights from Big Data”, Journal of Palliative Medicine, 2019. {letter}
Talks & Presentations
- “Natural Language Processing and Dementia” at the NeuroTech UofT Speaker Series, March 26, 2019 {slides}
- “Unstructured Data: Using Text Data” at the Data Analytics for Sustaining Health (DASH) Summit, December 3, 2018. {slides}