MedTxting: Learning based and Knowledge Rich SMS-style Medical Text Contraction. - Feifan Liu; Soheil Moosavinasab; Thomas K. Houston; Hong Yu 001 (AMIA, 2012)

Prioritizing journals relevant to a topic for addressing clinicians' information needs. - Siddhartha Jonnalagadda; Soheil Moosavinasab; Dingcheng Li; Martin D. Abel; Christopher G. Chute; Hongfang Liu (BIBM, 2013)

Automatically Identifying Health- and Clinical-Related Content in Wikipedia. - Feifan Liu; Soheil Moosavinasab; Shashank Agarwal; Andrew S. Bennett; Hong Yu 001 (MedInfo, 2013)

An Automated Approach for Ranking Journals to Help in Clinician Decision Support. - Siddhartha Jonnalagadda; Soheil Moosavinasab; Chinmoy Nath; Dingcheng Li; Christopher G. Chute; Hongfang Liu (AMIA, 2014)

Evaluation of a Machine Learning Method to Rank PubMed Central Articles For Clinical Relevancy: NCH at TREC 2016 Clinical Decision Support Track. - Wei Chen; Soheil Moosavinasab; Steve Rust; Yungui Huang; Simon M. Lin; Anna Zemke; Ariana Prinzbach (TREC, 2016)

'RE: fine drugs': an interactive dashboard to access drug repurposing opportunities. - Soheil Moosavinasab; Jeremy A. Patterson; Robert Strouse; Majid Rastegar-Mojarad; Kelly Regan; Philip R. O. Payne; Yungui Huang; Simon M. Lin (Database J. Biol. Databases Curation, 2016)

Genome Dashboard: An Interactive Tool for the Exploration of Human Genomic Variants and Phenotypic Associations. - Katherine Miller; Rajeswari Swaminathan; Soheil Moosavinasab; Robert Strouse; Matthew Bailey 002; Yungui Huang; Simon M. Lin (AMIA, 2017)

DeepSuggest: Query Expansion for Clinical Notes by Deep Learning. - Emre Sezgin; Koushik Jinna; Tran Bourgeois; Soheil Moosavinasab; Yungui Huang; Simon M. Lin (AMIA, 2017)

Char2Vec: Learning the Semantic Embedding of Rare and Unseen Words in the Biomedical Literature. - Syed-Amad A. Hussain; Soheil Moosavinasab; Emre Sezgin; Yungui Huang; Simon M. Lin (AMIA, 2018)

DeepChild: Hospitalization Prediction via Neural Network. - Xianlong Zeng; Soheil Moosavinasab; Enju Lin; Yungui Huang; Chang Liu 028; Simon M. Lin (AMIA, 2018)

Phrase2VecGLM: Neural generalized language model-based semantic tagging for complex query reformulation in medical IR. - Manirupa Das; Eric Fosler-Lussier; Simon M. Lin; Soheil Moosavinasab; David Chen; Steve Rust; Yungui Huang; Rajiv Ramnath (BioNLP, 2018)

SurfCon: Synonym Discovery on Privacy-Aware Clinical Data. - Zhen Wang 041; Xiang Yue; Soheil Moosavinasab; Yungui Huang; Simon M. Lin; Huan Sun 001 (KDD, 2019)

Distributed representation of patients and its use for medical cost prediction. - Xianlong Zeng; Soheil Moosavinasab; En-Ju D. Lin; Simon M. Lin; Razvan C. Bunescu; Chang Liu 028 (CoRR, 2019)

Sequence-to-Set Semantic Tagging: End-to-End Multi-label Prediction using Neural Attention for Complex Query Reformulation and Automated Text Categorization. - Manirupa Das; Juanxi Li; Eric Fosler-Lussier; Simon M. Lin; Soheil Moosavinasab; Steve Rust; Yungui Huang; Rajiv Ramnath (CoRR, 2019)

Multilevel Self-Attention Model and Its Use on Medical Risk Prediction. - Xianlong Zeng; Yunyi Feng; Soheil Moosavinasab; Deborah Lin; Simon M. Lin; Chang Liu 028 (PSB, 2020)

Graph embedding on biomedical networks: methods, applications and evaluations. - Xiang Yue; Zhen Wang 041; Jingong Huang; Srinivasan Parthasarathy 001; Soheil Moosavinasab; Yungui Huang; Simon M. Lin; Wen Zhang 008; Ping Zhang 016; Huan Sun 001 (Bioinform., 2020)