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Jinying Chen, Sarah L. Cutrona, Ajay Dharod, Kristie L. Foley, Brian Ostasiewski, Erica Hale, Aaron Bridges, Adam Moses, Thomas K. Houston. Models, Measures, and Methods session at the 14th Annual Conference on the Science of Dissemination and Implementation in Health (Virtual D&I 2021 conference). Monitoring implementation of electronic alerts that promote tobacco use screening and treatment in oncology clinics. 2021.
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Jinying Chen, Jessica G. Wijesundara, Gabrielle E. Enyim, Lisa M. Lombardini, Ben S. Gerber, Catarina I. Kiefe, Thomas K. Houston, Rajani Sadasivam. 20Patient-level Interventions session at the 14th Annual Conference on the Science of Dissemination and Implementation in Health (Virtual D&I 2021 conference). Understanding patients’ intent to use digital health interventions that support patient-provider communication of symptoms. 2021.
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Chen J, Sadasivam R, Blok AC, Ritchie CS, Nagawa C, Orvek E, Patel K, Houston TK. The Association Between Patient-reported Clinical Factors and 30-day Acute Care Utilization in Chronic Heart Failure. Med Care. 2020 Apr; 58(4):336-343. PMID: 32197028; PMCID: PMC7069395; DOI: 10.1097/MLR.0000000000001258;
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Jinying Chen, Jessica Wijesundara, Angela Patterson, Sarah Cutrona, Sandra Aiello, David McManus, Diane M. McKee, Bo Wang, Thomas Houston.
. "Poster Session: Clinical Care Settings: Patient Level Interventions" at the 13th Annual Conference on the Science of Dissemination and Implementation in Health in Health (Virtual D&I 2020 Conference). A formative study to develop strategies to support post-discharge symptom assessment and triage. 2020.
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Jinying Chen, Marc Gagnier, Darleen Lessard, Catarina I. Kiefe, David McManus, Bo Wang, Thomas K. Houston. AMIA 2020 Annual Symposium. Validating Natural Language Processing for Extracting Pain Symptoms from Electronic Health Records. 2020.
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Nancy Anoruo, Thomas K. Houston, Julie Flahive, Jinying Chen, Rajani Sadasivam. Am J Respir Crit Care Med. Effect of E-cigarette Use on Smoking Cessation in Low Motivation Smokers. 2020.
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Chen J, Lalor J, Liu W, Druhl E, Granillo E, Vimalananda VG, Yu H. Detecting Hypoglycemia Incidents Reported in Patients' Secure Messages: Using Cost-Sensitive Learning and Oversampling to Reduce Data Imbalance. J Med Internet Res. 2019 03 11; 21(3):e11990.View Related Profiles. PMID: 30855231; PMCID: PMC6431826; DOI: 10.2196/11990;
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Jinying Chen, Rajani Sadasivam, Amanda C. Blok, Christine Ritchie, Catherine S. Nagawa, Elizabeth Orvek, Kanan Patel, Thomas Houston. 2019 SGIM Annual Meeting. Post-discharge patient-reported data on pain, appetite, heart failure symptoms and management as predictors of readmission or ED visits. 2019.
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Chen J, Druhl E, Polepalli Ramesh B, Houston TK, Brandt CA, Zulman DM, Vimalananda VG, Malkani S, Yu H. A Natural Language Processing System That Links Medical Terms in Electronic Health Record Notes to Lay Definitions: System Development Using Physician Reviews. J Med Internet Res. 2018 01 22; 20(1):e26.View Related Profiles. PMID: 29358159; PMCID: PMC5799720; DOI: 10.2196/jmir.8669;
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Jinying Chen, John Lalor, Hong Yu. AMIA 2018 Annual Symposium. Detecting Hypoglycemia Incidents from Patients’ Secure Messages. 2018.
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Chen J, Jagannatha AN, Fodeh SJ, Yu H. Ranking Medical Terms to Support Expansion of Lay Language Resources for Patient Comprehension of Electronic Health Record Notes: Adapted Distant Supervision Approach. JMIR Med Inform. 2017 Oct 31; 5(4):e42. PMID: 29089288; PMCID: PMC5686421; DOI: 10.2196/medinform.8531;
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Chen J, Yu H. Unsupervised ensemble ranking of terms in electronic health record notes based on their importance to patients. J Biomed Inform. 2017 Apr; 68:121-131. PMID: 28267590; PMCID: PMC5505865; DOI: 10.1016/j.jbi.2017.02.016;
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Jinying Chen, Emily Druhl, Balaji Polepalli Ramesha, Thomas Houston, Cynthia Brandt, Donna M. Zulman, and Hong Yu. HSR&D/QUERI National Meeting. NoteAid, A Natural Language Processing System That Translates Medical Terms in Electronic Health Record Notes to Lay Definitions. 2017.
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Chen J, Zheng J, Yu H. Finding Important Terms for Patients in Their Electronic Health Records: A Learning-to-Rank Approach Using Expert Annotations. JMIR Med Inform. 2016 Nov 30; 4(4):e40. PMID: 27903489; PMCID: PMC5156821; DOI: 10.2196/medinform.6373;
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Abhyuday N. Jagannatha, Jinying Chen, Hong Yu. Mining and Ranking Biomedical Synonym Candidates from Wikipedia. Proc. of the 16th Intl. Workshop on Health Text Mining and Information Analysis (Louhi EMNLP workshop). 2015; 142-151.
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Jinying Chen†, Huaigu Cao, and Premkumar Natarajan. Integrating Natural Language Processing with Image Processing: What We Learned from Real-World Applications. International Journal on Document Analysis and Recognition (IJDAR). 2015; 18(3):235-247.
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Jinying Chen, Huaigu Cao, Yue Wu, and Premkumar Natarajan. Confusion Network Based Recurrent Neural Network Language Modeling for Chinese OCR Error Detection. Proc. of the 22nd Intl. Conf. on Pattern Recognition (ICPR). 2014; 1266-1271.
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Nan Li, Jinying Chen, Huaigu Cao, Bing Zhang, and Premkumar Natarajan. Applications of Recurrent Neural Network Language Model in Offline Handwriting Recognition and Word Spotting. Proc. of the 14th Intl. Conf. on Frontiers in Handwriting Recognition (ICFHR). 2014; 134-139.
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Jinying Chen, Rohit Prasad, Huaigu Cao, and Premkumar Natarajan. OOV Name Detection on Handwritten Arabic Data. Proc. of the Twelfth Intl. Conf. on Document Analysis and Recognition (ICDAR). 2013; 994-998.
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Jinying Chen, Jacob Devline, Huaigu Cao, Rohit Prasad, and Premkumar Natarajan. Automatic Tune Set Generation for Machine Translation with Limited In-domain Data. Proc. of the 16th Annual Conf. of the European Association for Machine Translation (EAMT). 2012; 161-168.
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Huaigu Cao, Krishna Subramanian, Xujun Peng, Jinying Chen, Rohit Prasad, Prem Natarajan. Extracting information from handwritten content in census forms. Proc. of the 21st Intl. Conf. on Pattern Recognition (ICPR). 2012; 306-309.
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Huaigu Cao, Jinying Chen, Jacob Devline, Rohit Prasad, and Prem Natarajan. Document recognition and translation system for unconstrained Arabic documents. Proc. of the 21st Intl. Conf. on Pattern Recognition (ICPR). 2012; 318-321.
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Jinying Chen† and Martha Palmer. Improving English Verb Sense Disambiguation Performance with Linguistically Motivated Features and Clear Sense Distinction Boundaries. Language Resources and Evaluation (LRE). 2009; 43(2):181-208.
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Jinying Chen, Dmitriy Dligach and Martha Palmer. Towards Large-scale High-Performance English Verb Sense Disambiguation by Using Linguistically Motivated Features. Proc. of the First IEEE Intl. Conf. on Semantic Computing (ICSC). 2007; 378-385.
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Jinying Chen, Andrew Schein, Lyle Ungar and Martha Palmer. An Empirical Study of the Behavior of Active Learning for Word Sense Disambiguation. Proc. of Human Language Technology conference - North American chapter of the Association for Computational Linguistics annual meeting (HLT-NAACL). 2006; 120-127.
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Nianwen Xue, Jinying Chen and Martha Palmer. Aligning Features with Sense Distinction Dimensions. Proc. of the 44th Annual Meeting of Computational Linguistics (ACL). 2006; 921-928.
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Jinying Chen and Martha Palmer. Towards Robust High Performance Word Sense Disambiguation of English Verbs Using Rich Linguistic Features. Proc. of the 2nd Intl. Joint Conf. on Natural Language Processing (IJCNLP). 2005; 933-944.
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Jinying Chen and Martha Palmer. Clustering-based Feature Selection for Verb Sense Disambiguation. Proc. of the 2005 IEEE Intl. Conf. on Natural Language Processing and Knowledge Engineering (IEEE NLP-KE). 2005; 36-41.
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Jinying Chen and Martha Palmer. Chinese verb sense discrimination using an EM clustering model with rich linguistic features. In Proc. of the 42th Annual Meeting of Computational Linguistics (ACL). 2004; 295-302.
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Jinying Chen, Nianwen Xue and Martha Palmer. Using a Smoothing Maximum Entropy Model for Chinese Nominal Tagging. In Proc. of the 1st Intl. Joint Conf. on Natural Language Processing (IJCNLP). 2004; 493-500.
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Jinying Chen, Yijiang Jin, and Shaoping Ma†. The Visualization Analysis of Handwritten Chinese Characters in Their Feature Space. Journal of Chinese Information Processing (JCIP). 2000; 14(5):42-48.
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Jinying Chen, Yijiang Jin and Shaoping Ma. A Learning Algorithm Detecting the Similar Chinese Characters’ Boundary Based on Unequal-Contraction of Dimension. In Proc. of the 3rd World Congress on Intelligent Control and Automation (WCICA). 2000; 4:2765-2769.
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Martha Palmer, Nianwen Xue, Olga B Babko-Malaya, Jinying Chen and Benjamin Snyder. A Parallel Proposotion Bank II for Chinese and English. Proc. of the 2005 ACL Workshop in Frontiers in Annotation II: Pie in the Sky. 61-68.
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Jinxi Xu and Jinying Chen. How Much Can We Gain from Supervised Word Alignment?. Proc. of the 49th Annual Meeting of Computational Linguistics: Human Language Technologies (ACL-HLT). 165-169.