Yin Aphinyanaphongs

11 papers Misc 4Journal 5Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	NYULangone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction. ClinicalNLP@NAACL Jeff Zhang, Yin Aphinyanaphongs, Anthony Cardillo
2023	J	`jnl`	Diagnosis Uncertain Models For Medical Risk Prediction. CoRR Alexander Peysakhovich, Rich Caruana, Yin Aphinyanaphongs
2023	J	`jnl`	LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs. CoRR Benjamin J. Lengerich, Sebastian Bordt, Harsha Nori, Mark E. Nunnally, Yin Aphinyanaphongs, Manolis Kellis, Rich Caruana
2022	J	`jnl`	AI model transferability in healthcare: a sociotechnical perspective. Nat. Mac. Intell. Batia Mishan Wiesenfeld, Yin Aphinyanaphongs, Oded Nov
2022	J	`jnl`	Automated interpretable discovery of heterogeneous treatment effectiveness: A COVID-19 case study. J. Biomed. Informatics Benjamin J. Lengerich, Mark E. Nunnally, Yin Aphinyanaphongs, Caleb Ellington, Rich Caruana
2022	J	`jnl`	Estimating Discontinuous Time-Varying Risk Factors and Treatment Benefits for COVID-19 with Interpretable ML. CoRR Benjamin J. Lengerich, Mark E. Nunnally, Yin Aphinyanaphongs, Rich Caruana
2022	Misc	`conf`	Quantitative and Qualitative Evaluation of Provider Use of a Novel Machine Learning Model for Favorable Outcome Prediction. AMIA Elisabeth Yang, Yin Aphinyanaphongs, Paawan Punjabi, Jonathan S. Austrian, Batia Mishan Wiesenfeld
2017	Misc	`conf`	The Good, The Bad, and The Ugly of Deploying and Adopting Machine Learning Based Models in Clinical Practice. AMIA Yin Aphinyanaphongs, David Holmes, Berkman Sahiner, Parsa Mirhaji, Michael Draugelis
2016	Misc	`conf`	Text Classification for Automatic Detection of E-Cigarette Use and Use for Smoking Cessation from Twitter: A Feasibility Pilot. PSB Yin Aphinyanaphongs, Armine Lulejian, Duncan Penfold-Brown, Richard Bonneau, Paul Krebs
2014	Misc	`conf`	Text classification for automatic detection of alcohol use-related tweets: A feasibility study. IRI Yin Aphinyanaphongs, Bisakha Ray, Alexander R. Statnikov, Paul Krebs
2004	—	`conf`	Learning Boolean Queries for Article Quality Filtering. MedInfo Yin Aphinyanaphongs, Constantin F. Aliferis