Sifei Han

According to our database, Sifei Han authored at least 11 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enhanced Entity Matching Between PubMed Authors and Research Institute's Employees Using Machine Learning.

Sifei Han, Lingyun Shi, Paul Kingsbury, Fuchiang (Rich) Tsui

IEEE Access, 2025

2024

Automated Matchmaking of Researcher Biosketches and Funder Requests for Proposals Using Deep Neural Networks.

Sifei Han, Russell Richie, Lingyun Shi, Fu-Chiang Tsui

IEEE Access, 2024

2023

Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition.

Russell Richie, Victor M. Ruiz, Sifei Han, Lingyun Shi, Fuchiang (Rich) Tsui

J. Am. Medical Informatics Assoc., July, 2023

2022

Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing.

Sifei Han, Robert F. Zhang, Lingyun Shi, Russell Richie, Haixia Liu, Andrew Tseng, Wei Quan, Neal Ryan, David Brent, Fu-Chiang Tsui

J. Biomed. Informatics, 2022

Building siamese attention-augmented recurrent convolutional neural networks for document similarity scoring.

Sifei Han, Lingyun Shi, Russell Richie, Fuchiang R. Tsui

Inf. Sci., 2022

2018

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, Kai Hakala, Svetlana Kiritchenko, Farrokh Mehryary, Sifei Han, Tung Tran, Anthony Rios, Ramakanth Kavuluru, Berry de Bruijn, Filip Ginter, Debanjan Mahata, Saif M. Mohammad, Goran Nenadic, Graciela Gonzalez-Hernandez

J. Am. Medical Informatics Assoc., 2018

2017

Team UKNLP: Detecting ADRs, Classifying Medication Intake Messages, and Normalizing ADR Mentions on Twitter.

Sifei Han, Tung Tran, Anthony Rios, Ramakanth Kavuluru

Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017

2016

Exploratory Analysis of Marketing and Non-marketing E-cigarette Themes on Twitter.

Sifei Han, Ramakanth Kavuluru

Proceedings of the Social Informatics - 8th International Conference, 2016

Exploratory Analysis of Marketing Vs. Non-Marketing Tweets on E-Cigarettes.

Sifei Han, Ramakanth Kavuluru

Proceedings of the AMIA 2016, 2016

2015

On Assessing the Sentiment of General Tweets.

Sifei Han, Ramakanth Kavuluru

Proceedings of the Advances in Artificial Intelligence, 2015

2013

Unsupervised Extraction of Diagnosis Codes from EMRs Using Knowledge-Based and Extractive Text Summarization Techniques.

Ramakanth Kavuluru, Sifei Han, Daniel R. Harris

Proceedings of the Advances in Artificial Intelligence, 2013