| 2018 | Computer Aided Diagnosis of Chest X-rays using by Combining Deep Convolutional Neural Networks. | Xinyuan Zhang, Sicheng Zhou, Luca Giancardo, Cui Tao |
| 2018 | CLAMP-PA: A machine learning based pre-annotation pipeline for corpus construction of clinical concepts. | Yaoyun Zhang, Qiang Wei, Jingqi Wang, Hua Xu |
| 2018 | RegionAl: an Optimized Regional Classifier to Predict Mortality in Chronic Obstructive Pulmonary Disease Patients. | Haohan Zhang, Chunlei Tang, Joseph M. Plasek, Yun Xiong, Jing Ma, Li Zhou, David W. Bates |
| 2018 | A Computable Phenotype Library Plugin for i2b2. | Yu Zhang, Michele Morris, Shyam Visweswaran |
| 2018 | Computable Eligibility Criteria through Ontology-driven Data Access: A Case Study of Hepatitis C Virus Trials. | Hansi Zhang, Zhe He, Xing He, Yi Guo, David R. Nelson, Franois Modave, Yonghui Wu, William R. Hogan, Mattia Prosperi, Jiang Bian |
| 2018 | Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease. | Xi Zhang, Lifang He, Kun Chen, Yuan Luo, Jiayu Zhou, Fei Wang |
| 2018 | DeepChild: Hospitalization Prediction via Neural Network. | Xianlong Zeng, Soheil Moosavinasab, Enju Lin, Yungui Huang, Chang Liu, Simon M. Lin |
| 2018 | Clustering of Care Trajectories Finds Clinically Meaningful Patterns for Patients with Noncancerous Thyroid Nodules. | Nick Zaborek, Joseph Imbus, David F. Schneider |
| 2018 | Clustering Emergency Departments Patients Using Unsupervised Learning and Hospital Encounters. | Jaeyong Yu, Junsang Yoo, Ji Soh Yeong, Wonchul Cha |
| 2018 | Developing A Standards-based Signal Detection and Validation Framework of Immune-related Adverse Events Using the OHDSI Common Data Model. | Yue Yu, Kathryn J. Ruddy, Shintaro Tsuji, Na Hong, Nilay D. Shah, Guoqian Jiang |
| 2018 | Machine-Learning-Based Triage System for Emergency Department. | Jaeyong Yu, Gabyong Jeong, Wonchul Cha |
| 2018 | Unraveling the Molecular Basis of Lung Adenocarcinoma Dedifferentiation and Prognosis by Integrating Omics and Histopathology. | Kun-Hsing Yu, Gerald J. Berry, Daniel L. Rubin, Christopher R, Russ B. Altman, Michael Snyder |
| 2018 | Development and Evaluation of the Real-Time ED Dashboard. | Junsang Yoo, Kwangyul Jung, Taerim Kim, Wonchul Cha |
| 2018 | Comparison of Drug Classifications for Antidiabetic Agents in Real-World Data. | Amanda Yoho, Srikanth Sivashankaran, Hyuna Yang, Vishrawas Gopalakrishnan |
| 2018 | Learning When Communications Between Healthcare Providers Indicate Hormonal Therapy Medication Discontinuation. | Zhijun Yin, Jeremy L. Warner, Bradley A. Malin |
| 2018 | Community Engagement to Optimize the Use of Wearable Sensors in a Diabetes Self-Management Intervention Targeting Hispanic and Latino Adults. | Leah R. Yingling, Nancy Allen, Michelle Litchman, Vanessa D. Colicchio, Elisa Amador, Jeannette Villalta, Bryan Smith Gibson |
| 2018 | Path analysis on Clinicians' Mobile Electronic Medical Record Usage Patterns. | Ji Soh Yeong, Sanghyuk Jung, Kyunga Kim, Woh Cha chul |
| 2018 | Nurses' Time Allocation and Multitasking of Nursing Activities: A Time Motion Study. | Po-Yin Yen, Marjorie M. Kelley, Marcelo A. Lopetegui, Abhijoy Saha, Jacqueline Loversidge, Esther M. Chipps, Lynn Gallagher-Ford, Jacalyn Buck |
| 2018 | Developing Healthy Coping Features Tailored for Seniors Older Than 70 Years with Diabetes: An Exercise List, an Activity List, and a Mood Scale. | Qing Ye, Uzma Z. Khan, Suzanne Austin Boren, Eduardo C. Simes, Min Soon Kim |
| 2018 | Toward Reporting Support and Quality Assessment for Learning from Reporting: A Necessary Data Element Model for Narrative Medication Error Reports. | Bin Yao, Hong Kang, Ju Wang, Sicheng Zhou, Yang Gong |
| 2018 | Comparing Machine Learning Algorithms to Predict Falls of Community Dwelling Older Adults. | Rumei Yang, Joseph M. Plasek, Andrew Wilson, Mollie R. Cummins, Katherine A. Sward |
| 2018 | Natural Language Processing to Detect High Information Findings for Patients at risk of Missed Diagnosis. | Tzu-I Yang, Chia-Ching Chou, Kavishwar B. Wagholikar, Mitchell J. Feldman, Henry C. Chueh |
| 2018 | Knowledge Elicitation of Homecare Admission Decision Making Processes via Focus Group, Member Checking and Data Visualization. | Yushi Yang, Ellen J. Bass, Paulina S. Sockolow, Kathryn H. Bowles |
| 2018 | Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification. | Chengliang Yang, Anand Rangarajan, Sanjay Ranka |
| 2018 | Detecting Anatomical Entities in Clinical Text. | Jun Xu, Yaoyun Zhang, Jingcheng Du, Jingqi Wang, Firat Tiryaki, Hua Xu |