Anthony Rios

Few-Shot and Zero-Shot Multi-Label Learning for Structured Label Spaces

Anthony Rios, Ramakanth Kavuluru · 2018 · 189 citations · Full text

Few-shot Learning, Multiple Instance Learning, Engineering +16

An empirical evaluation of supervised learning approaches in assigning diagnosis codes to electronic medical records

Ramakanth Kavuluru, Anthony Rios, Yuan Lü · Artificial Intelligence in Medicine · 2015 · 130 citations

Engineering, Machine Learning, Data Science +14

Extracting chemical–protein relations with ensembles of SVM and deep learning models

Yifan Peng, Anthony Rios, Ramakanth Kavuluru et al. · Database · 2018 · 113 citations · Full text

Structured Prediction, Engineering, Machine Learning +24

Convolutional neural networks for biomedical text classification

Anthony Rios, Ramakanth Kavuluru · 2015 · 111 citations · Full text

Natural Language Processing, Structured Prediction, Binary Text Classifiers +15

Data and systems for medication-related text classification and concept normalization from Twitter: insights from the Social Media Mining for Health (SMM4H)-2017 shared task

Abeed Sarker, Maksim Belousov, Jasper Friedrichs et al. · Journal of the American Medical Informatics Association · 2018 · 94 citations · Full text