Sifei Han

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 9

Top Topics

Document Similarity

Natural Language Processing

Convolutional Neural Networks

Top Venues

J. Am. Medical Informatics Assoc.

Canadian Conference on AI

Publications

Sifei Han, Russell Richie, Lingyun Shi, Fu-Chiang Tsui
Automated Matchmaking of Researcher Biosketches and Funder Requests for Proposals Using Deep Neural Networks. IEEE Access 12 (2024)
Russell Richie, Victor M. Ruiz, Sifei Han, Lingyun Shi, Fuchiang (Rich) Tsui
Extracting social determinants of health events with transformer-based multitask, multilabel named entity recognition. J. Am. Medical Informatics Assoc. 30 (8) (2023)
Sifei Han, Robert F. Zhang, Lingyun Shi, Russell Richie, Haixia Liu, Andrew Tseng, Wei Quan, Neal Ryan, David Brent, Fu-Chiang Tsui
Classifying social determinants of health from unstructured electronic health records using deep learning-based natural language processing. J. Biomed. Informatics 127 (2022)
Sifei Han, Lingyun Shi, Russell Richie, Fuchiang R. Tsui
Building siamese attention-augmented recurrent convolutional neural networks for document similarity scoring. Inf. Sci. 615 (2022)
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
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. J. Am. Medical Informatics Assoc. 25 (10) (2018)
Sifei Han, Tung Tran, Anthony Rios, Ramakanth Kavuluru
Team UKNLP: Detecting ADRs, Classifying Medication Intake Messages, and Normalizing ADR Mentions on Twitter. SMM4H@AMIA (2017)
Sifei Han, Ramakanth Kavuluru
Exploratory Analysis of Marketing and Non-marketing E-cigarette Themes on Twitter. SocInfo (2) (2016)
Sifei Han, Ramakanth Kavuluru
Exploratory Analysis of Marketing Vs. Non-Marketing Tweets on E-Cigarettes. AMIA (2016)
Sifei Han, Ramakanth Kavuluru
On Assessing the Sentiment of General Tweets. Canadian Conference on AI (2015)
Ramakanth Kavuluru, Sifei Han, Daniel R. Harris
Unsupervised Extraction of Diagnosis Codes from EMRs Using Knowledge-Based and Extractive Text Summarization Techniques. Canadian Conference on AI (2013)