Table of Contents

• Weight Loss Prediction in Social-Temporal ContextZhiwei Wang, Xiaorui Liu, Jiliang Tang, Dawei Yin. 1-9 [doi]
• Computer-aided Diagnosis of Ambulatory Electrocardiograms via ASRS: Active-Selection-Random-SelectionXuan Zhang, Guangyu Wang, Ning Chen, Ting Chen. 1-9 [doi]
• VR Application for Visual Field Measurement of Unilateral Spatial Neglect Patients Using Eye TrackingKoudai Ogura, Masashi Sugano, Shinichi Takabatake, Yasuo Naitoh, Kazuyo Nakaoka. 1-2 [doi]
• A Likelihood-based Convolution Approach to Estimate Event Occurrences in Large Longitudinal Incomplete Clinical DataLisiane Pruinelli, Bethany Stai, Sisi Ma, Timothy Pruett, György J. Simon. 1-8 [doi]
• A Machine Learning Model to Characterize Chronic Kidney Disease with Metabolomics DataYang Yang, Wei-Wei Tong, Zhangsuo Liu. 1-6 [doi]
• Detect Attributes of Medical Concepts via Sequence LabelingJun Xu 0007, Zhiheng Li, Qiang Wei, Yonghui Wu, Yang Xiang, Hee-jin Lee, Yaoyun Zhang, Stephen Wu 0004, Hua Xu 0001. 1-2 [doi]
• Multiple MACE Risk Prediction using Multi-Task Recurrent Neural Network with AttentionEnliang Xu, Shiwan Zhao, Jing Mei, Eryu Xia, Yiqin Yu, Songfang Huang. 1-2 [doi]
• Nocturnal Cough and Snore Detection in Noisy Environments Using Smartphone-MicrophonesSudip Vhaduri, Theodore G. van Kessel, Bongjun Ko, David Wood, Shiqiang Wang, Thomas Brunschwiler. 1-7 [doi]
• Effects Upon Postoperative Atrial Fibrillation Prediction of Varied Observation Time WindowsYu Deng, Kevin Yu, Ethan M. I. Johnson, David S. Melnick, Sukhveer S. Sandhu, Mozziyar Etemadi, Abel N. Kho. 1-3 [doi]
• Proactive advising: a machine learning driven approach to vaccine hesitancyAndrew Bell, Alexander Rich, Melisande Teng, Tin Oreskovic, Nuno B. Bras, Lénia Mestrinho, Srdan Golubovic, Ivan Pristas, Leid Zejnilovic. 1-6 [doi]
• Long distance entity relation extraction with article structure embedding and applied to mining medical knowledgeYucong Lin, Cheng Ma, Daiqi Gaoz, Zihao Fan, Zijie Cheng, Zheyu Wang, Sheng Yu. 1-7 [doi]
• Towards Device-Agnostic Mobile Cough Detection with Convolutional Neural NetworksFilipe Barata, Kevin Kipfer, Maurice Weber, Peter Tinschert, Elgar Fleisch, Tobias Kowatsch. 1-11 [doi]
• Enabling Care Continuity using a Digital Health WalletSamuel Osebe, Aisha Walcott, Komminist Weldemariam, Charles M. Wachira, Fiona Matu, Nelson Bore, David Kaguma, Juliet Mutahi, William Ogallo, Celia Cintas, Sekou L. Remy. 1-7 [doi]
• Pattern-based Extraction of Disease Drug Combination Knowledge from Biomedical LiteratureJing Liu, Rashmie Abeysinghe, Fengbo Zheng, Licong Cui. 1-7 [doi]
• Combined Attention Mechanism for Named Entity Recognition in Chinese Electronic Medical RecordsLuqi Li, Li Hou. 1-2 [doi]
• HWProfile UI: facilitating the exploration of a patient centered risk modelPierpaolo Tommasi, Stéphane Deparis, Alessandra Pascale. 1-2 [doi]
• A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health RecordsCheng Gao, Chao Yan, Sarah Osmundson, Bradley A. Malin, You Chen. 1-7 [doi]
• Using the WHO database of spontaneous reports to build joint vector representations of drugs and adverse drug reactions, a promising avenue for pharmacovigilanceLucie M. Gattepaille. 1-6 [doi]
• Missing Data Imputation for MIMIC-III using Matrix DecompositionXi Yang, Yeo-Jin Kim, Farzaneh Khoshnevisan, Yuan Zhang, Min Chi. 1-3 [doi]
• Toy or tool? Activity trackers for the assessment of physical activity in the wildJochen Meyer 0001, Kai von Holdt, Elke Beck, Mirko Brandes, Claudia Pischke, Claudia Voelcker-Rehage. 1-9 [doi]
• MobiCardio: A Clinical-grade Mobile Health System for Cardiovascular Disease ManagementPeiyao Li, Desen Cao, Zhengbo Zhang, Zhicheng Yang, Wei Yan, Muyang Yan, Maoqing He, Qian Yuan, Ke Lan, Jiewen Zheng, Tongbo Liu. 1-6 [doi]
• Using Temporal Feature Aggregation and Gradient Boosting Tree on Missing Data ImputationYanni Kang, Xiaoyu Jia, Xiang Li, Guotong Xie. 1-2 [doi]
• An Ensemble Method for Data ImputationYichen Ding, W. Nick Street, Ling Tong, Shangguan Wang. 1-3 [doi]
• CT-To-MR Conditional Generative Adversarial Networks for Ischemic Stroke Lesion SegmentationJonathan Rubin, Sayed Mazdak Abulnaga. 1-7 [doi]
• Predicting the outbreak of the hand-foot-mouth diseases in China using recurrent neural networkWenxiao Jia, Xiang Li, Kewei Tan, Guotong Xie. 1-4 [doi]
• Insomnia Prediction Using Temporal Feature of SpindlesHao Yu, Ying Zhang, Jin Chen, Shiqiang Tao, Taylor D. Smith, Guo-Qiang Zhang 0001, Xiaojin Li, Xiaoqian Jiang, Xiaoling Wang, Xinyu Wang. 1-8 [doi]
• The Dr-KGQA System for Automatically Answering Medication Related Questions in ChineseWei Zhu, Yuan Ni, Guotong Xie, Xiaofeng Zhou, Cai Chen. 1-6 [doi]
• Field Trial of Aspiration Pneumonia Predicion based on Electronic Medical RecordsMasahiro Hayashitani, Eiji Yumoto, Toshinori Hosoi, Masahiro Kubo, Hiroyuki Hiramitsu, Kensuke Kato, Mayumi Moriguchi. 1-2 [doi]
• Deep Imputation of Temporal DataChao Yan, Cheng Gao, Xinmeng Zhang, You Chen, Bradley A. Malin. 1-3 [doi]
• Multimodal Attention Network for Trauma Activity Recognition from Spoken Language and Environmental SoundYue Gu, Ruiyu Zhang, Xinwei Zhao, Shuhong Chen, Jalal Abdulbaqi, Ivan Marsic, Megan Cheng, Randall S. Burd. 1-6 [doi]
• Modeling Behavioral Traits and Well-being Using Human Biosignals: Challenges and MethodsShen Yan. 1-2 [doi]
• Interpatient Similarity-based Imputation of Missing Data in Electronic Health RecordsAli Jazayeri, Ou Stella Liang, Christopher C. Yang. 1-3 [doi]
• Learning Deep Representations from Clinical Data for Chronic Kidney DiseaseDuc Thanh Anh Luong, Varun Chandola. 1-10 [doi]
• Improving Rare Disease Classification Using Imperfect Knowledge GraphXuedong Li, Yue Wang, Dongwu Wang, Walter Yuan, Dezhong Peng, Qiaozhu Mei. 1-2 [doi]
• Rich Interactions in Virtual Reality Exposure Therapy: A Pilot-Study evaluating a System for Presentation TrainingMarius Koller, Philip Schäfer, Daniel Lochner, Gerrit Meixner. 1-11 [doi]
• GANai: Standardizing CT Images using Generative Adversarial Network with Alternative ImprovementGongbo Liang, Sajjad Fouladvand, Jie Zhang, Michael A. Brooks, Nathan Jacobs, Jin Chen. 1-11 [doi]
• Combining Resampling and Machine Learning to Improve Sleep-Wake Detection of Fitbit WristbandsZilu Liang, Mario Alberto Chapa Martell. 1-3 [doi]
• Estimating Missing Values in Multivariate-Time-Series Clinical Data using Gradient Boosting Tree on Temporal and Cross-variable FeaturesXiao Xu, Junmei Wang, Xian Xu, Yuyao Sun, Quanhe Chen, Xiang Li 0003, Guotong Xie. 1-3 [doi]
• Towards Automatic Cough and Snore DetectionSudip Vhaduri, Thomas Brunschwiler. 1 [doi]
• Systematic Design of Drug Repurposing-Oriented Alzheimer's Disease OntologyFang Li, Mingqiang Wang, Huy Anh Pham, Yang Xiang, Muhammad Tuan Amith, Cui Tao, Jingcheng Du, Guozheng Rao. 1-5 [doi]
• STAT: A Web-based Semantic Text Annotation Tool to Assist Building Mental Health Knowledge BaseXing He, Hansi Zhang, Xi Yang, Yi Guo, Jiang Bian 0001. 1-4 [doi]
• A Multi-Dimensional General Health Status Concept to Predict Liver Transplant MortalityLisiane Pruinelli, Bonnie L. Westra, Timothy Pruett, Karen A. Monsen, Cynthia R. Gross, David R. Radosevich, Sisi Ma, György J. Simon. 1-5 [doi]
• Analysis of Twitter to Identify Topics Related to Eating Disorder SymptomsSicheng Zhou, Yunpeng Zhao, Rubina F. Rizvi, Jiang Bian 0001, Ann F. Haynos, Rui Zhang 0028. 1-4 [doi]
• A Method to Determine Angle Kappa via Automated Shape Recognition from Surgical ImagesSian Liu, Jingzhi Yu, Jing Zhuang, Keming Yu. 1-3 [doi]
• Towards neural abstractive clinical trial text summarization with sequence to sequence modelsCelia Cintas, William Ogallo, Aisha Walcott, Sekou L. Remy, Victor Akinwande, Samuel Osebe. 1-3 [doi]
• Discovering and Analyzing Trend-Event Patterns on Clinical DataMatteo Mantovani, Carlo Combi, Matteo Zeggiotti. 1-10 [doi]
• Electronic Health Records Value AnalysisShikha S. Modi. 1 [doi]
• An Image Contrast Enhancement Algorithm in the Wavelet Domain with Visual Feature for Visually ImpairFahao Qiao, Jinshan Tang. 1-5 [doi]
• Center of Mass Estimation for Balance Evaluation Using Convolutional Neural NetworksWenchuan Wei, Sujit Dey. 1-7 [doi]
• Assessing depression risk in Chinese microblogs: a corpus and machine learning methodsXiaofeng Wang, Shuai Chen, Tao Li, Wanting Li, Yejie Zhou, Jie Zheng, Yaoyun Zhang, Buzhou Tang. 1-5 [doi]
• A Study of Deep Learning Methods for De-identification of Clinical Notes at Cross Institute SettingsXi Yang, Tianchen Lyu, Chih-Yin Lee, Jiang Bian 0001, William R. Hogan, Yonghui Wu. 1-3 [doi]
• Using Dual Networks for the Integration of Clinical and Biological DataPietro Hiram Guzzi, Giuseppe Tradigo, Pierangelo Veltri. 1-2 [doi]
• A Dyad of Lenses for the Motivational Design of mHealth: Bridging the Gap between Health Theory and App DesignJonas Geuens, Luc Geurts, Kathrin Gerling, Robin De Croon, Vero Vanden Abeele. 1-12 [doi]
• Improving information retrieval from electronic health records using dynamic and multi-collaborative filteringZiwei Fan, Evan Burgun, Titus Schleyer, Xia Ning. 1-3 [doi]
• Comparing strategies to generate experience-based clinical process recommendations that leverage similarity to historic dataSteven Mertens, Frederik Gailly, Diederik Van Sassenbroeck, Geert Poels. 1-11 [doi]
• An Open Dataset of Pediatric Activity and Energy Expediture and Deep Learning Approach for AnalysisXiao Qu, Jianxin Wu, Ting Zhang, Hongyan Guan. 1-3 [doi]
• From EHR Data to Medication Adherence Assessment: A Case Study on Type 2 DiabetesEnliang Xu, Jing Mei, Jing Li, Yiqin Yu, Songfang Huang, Yong Qin. 1-8 [doi]
• A Blockchain Framework for Ensuring Data Quality in Multi-Organizational Clinical TrialsOlivia Choudhury, Issa Sylla, Noor Fairoza, Amar Das. 1-9 [doi]
• Design and Evaluation of a Healthcare Management Terminology Mobile Learning ApplicationYi-Jing Li, Li-Hui Lee, Yu-Ting Cheng, Yang-Yu Ou. 1-9 [doi]
• Estimating Individualized Daily Self-Reported Affect with Wearable SensorsShen Yan, Homa Hosseinmardi, Hsien-Te Kao, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara. 1-9 [doi]
• Collecting Digital Biomarkers on Cognitive Health Through Computer Vision and Gameplay: an Image Processing Toolkit for Card GamesKarsten Gielis, Joren Kennes, Christophe De Dobbeleer, Steven Puttemans, Vero Vanden Abeele. 1-12 [doi]
• XGBoost Imputation for Time Series DataXinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen. 1-3 [doi]
• Predicting Prevalence of Respiratory Disease with Multi-task Gaussian Process: A Case Study in East ChinaYuan Zhang, Peiyao Li, Xiaoyan Zhao, Eryu Xia, Jing Mei, Zhicheng Yang, Yong Qin, Shaochun Li, Zhengbo Zhang. 1-3 [doi]
• Augmented Reality Exposure Therapy with Tactile Feedback for Small Animal Phobia : Hardware Concept and User Study DesignMaximilian Kurscheidt, Vitaliy Ostapchuck, Friederike Sottek, Sebastian Felix Rauh, Gerrit Meixner. 1-7 [doi]
• Early Detecting In-Hospital Cardiac Arrest Based on Machine Learning on Imbalanced DataHsiao-ko Chang, Cheng-Tse Wu, Ji-Han Liu, Wee Shin Lim, Hui-Chih Wang, Shu-I Chiu, Jyh-Shing Roger Jang. 1-10 [doi]
• A Camera-Based Pulse Transit Time Estimation Approach Towards Non-Intrusive Blood Pressure MonitoringOmkar R. Patil, Wei Wang 0196, Yang Gao, Zhanpeng Jin. 1-10 [doi]
• Towards an Interactive Visualization for Dietary Supplement Knowledge GraphXing He, Jiang Bian. 1 [doi]
• Identifying Important Risk Factors Associated with Vehicle Injuries Using Driving Behavior Data and Predictive AnalyticsMichal Monselise, Ou Stella Liang, Christopher C. Yang. 1-10 [doi]
• Biomedical Semantic Embeddings: Using hybrid sentences to construct biomedical word embeddings and its applicationsArshad Shaik, Wei Jin. 1-9 [doi]
• Novel Algorithm for Identification and Differentiation of Shuffling from WalkingNethra Ganesh Chigateri, Ngaire Kerse, Bruce MacDonald. 1-3 [doi]
• Identity Verification and Management of Electronic Health Records with Blockchain TechnologyYiheng Liang. 1-3 [doi]
• Time-aware Adversarial Networks for Adapting Disease Progression ModelingYuan Zhang, Xi Yang, Julie S. Ivy, Min Chi. 1-11 [doi]
• Context-Aware Imputation for Clinical Time SeriesKejing Yin, William K. Cheung. 1-3 [doi]
• Assessment of Cognitive Performance in Elderly Life via Meaningful PlayKarsten Gielis. 1-2 [doi]
• Predicting Hospital Readmission of Diabetics using Deep ForestPengwei Hu, Shaochun Li, Yu-An Huang, Lun Hu. 1-2 [doi]
• Incorporating Intra-Operative Medication Information for Prediction of Post-Operative Atrial FibrillationEthan M. I. Johnson, Jingzhi Yu, Yu Deng, David S. Melnick, Sukhveer S. Sandhu, Farhad Ghamsari, Mozziyar Etemadi, Abel N. Kho. 1-3 [doi]
• PSPS: A pharmacological substances prediction system based on biomedical literature dataJinhe Gao, Guozheng Rao, Li Zhang, Yangzi Zhong. 1-5 [doi]
• Insight Ease: A System for Automated Data-driven Healthcare Insight GenerationYuan Zhang, Changsheng Ma, Jianzeng Dong, Eryu Xia, Bibo Hao, Jing Mei, Yong Qin, Shaochun Li, Wen Sun, Zhengbo Zhang, Xin Du. 1-7 [doi]
• Towards Safer Prescription for Gestational UseOu Stella Liang. 1 [doi]
• Accelerating Clinical Practice Guideline Implementation for Chronic Disease ManagementJing Li, Jing Mei, Shaochun Li. 1-2 [doi]
• An Association-Based Intrinsic Quality Index for Healthcare Dataset RankingJingyi Shi, Jialin Zhang, Yaorong Ge. 1-8 [doi]
• Identifying De Facto Prescription Norms in a Hospital Setting: A study with antibioticsSyeda Momina Tabish, Philip Polgreen, Alberto Maria Segre, Padmini Srinivasan. 1-11 [doi]
• Identifying Privacy Leakage from User-Generated Content in An Online Health Community-A deep learning approachYushan Zhu, Xing Tong, Xi Wang. 1-2 [doi]
• Analyzing Patient Decision Making in Online Health CommunitiesMingda Li, Jinhe Shi, Yi Chen 0001. 1-8 [doi]
• A Hybrid Semantic Relatedness Algorithm by Entity Co-Occurrence and Specialized Word EmbeddingsGo Eun Heo, Qing Xie. 1-2 [doi]
• Recurrent Imputation for Multivariate Time Series with Missing ValuesQiuling Suo, Liuyi Yao, Guangxu Xun, Jianhui Sun, Aidong Zhang. 1-3 [doi]
• Interpolation and K-Nearest Neighbours Combined Imputation for Longitudinal ICU Laboratory DataSebastian Daberdaku, Erica Tavazzi, Barbara Di Camillo. 1-3 [doi]
• Learning Health SystemsGeorgina Moulton, Paul Taylor. 1-2 [doi]
• A self-attention based deep learning method for lesion attribute detection from CT reportsYifan Peng, Ke Yan, Veit Sandfort, Ronald M. Summers, Zhiyong Lu. 1-5 [doi]
• Non-linear regression models for imputing longitudinal missing dataManar D. Samad, Linlin Yin. 1-3 [doi]
• Translational Health Informatics from Risk Prediction Modeling to Risk Assessment ServiceJing Mei, Enliang Xu, Bibo Hao, Yuan Zhang, Yiqin Yu, Shaochun Li. 1-2 [doi]
• BioSentVec: creating sentence embeddings for biomedical textsQingyu Chen, Yifan Peng, Zhiyong Lu. 1-5 [doi]
• Deep Inverse Reinforcement Learning for Sepsis TreatmentChao Yu, Guoqi Ren, Jiming Liu 0001. 1-3 [doi]
• Sneaking Physical Exercise into Sedentary Work Life: Design Explorations of Ambient Reminders in Opportune MomentsElke Beck, Kai von Holdt, Jochen Meyer 0001, Susanne Boll. 1-7 [doi]
• Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged StaysCheng Gao, Abel N. Kho, Sarah Osmundson, Bradley A. Malin, You Chen. 1-8 [doi]
• Information Extraction for Populating Lung Cancer Clinical Research DataLiwei Wang, Lei Luo, Yanshan Wang, Jason A. Wampfler, Ping Yang, Hongfang Liu. 1-2 [doi]
• RCorp: a Resource for Chemical Disease Semantic Extration in ChineseYueping Sun, Li Hou, Lu Qin, Jiao Li, Qing Qian. 1-2 [doi]
• Combining Clinical Data and Domain Knowledge for Analyzing Mental Disorder Concept Relatedness and UsageDuo Helen Wei, Casey N. Ta, Harold Alan Pincus, Chunhua Weng. 1-6 [doi]
• Robust Assessment of ECG Signal Quality for Wearable DevicesYuanbo Shi, Zhengbo Zhang, Ning Han, Peiyao Li, Zhicheng Yang, Qian Yuan, Yongsheng Du, Ke Lan, Jiewen Zheng, Desen Cao. 1-3 [doi]
• A Data-driven Clinical Decision Support System for Acute Coronary Syndrome Patient SimilarityEryu Xia, Ke Wang, Yuan Zhang, Yiqin Yu, Jing Mei, Shaochun Li. 1-6 [doi]
• Motivational Design Techniques to Increase Adherence to a Telemonitoring Therapy A Study with Adolescent Pectus PatientsRobin De Croon, Alemitu Mequanint Bezabih, Jonas Geuens, Davina Wildemeersch, Dries Oeyen, Katrien Verbert, Vero Vanden Abeele. 1-12 [doi]
• TestIME: A Tool for Testing Chinese Input Method Engines in Electronic Medical Record Entry TaskFeihong Yang, Jiao Li. 1-2 [doi]
• Identifying De Facto Prescription Norms from Clinical DataSyeda Momina Tabish, Padmini Srinivasan. 1 [doi]
• Extracting Phenotypes of Cancer Patients from Electronic Health RecordsSicheng Zhou. 1-2 [doi]
• Family-HealthVault: A Group Caring and PHI Sharing Framework among Family MembersHuanmei Wu, Parth Kothiya, Aamir Khan, Jiannan Liu. 1-8 [doi]
• MICE-DA: A MICE method with Data Augmentation for missing data imputation in IEEE ICHI 2019 DACMI ChallengePing Sun. 1-3 [doi]
• Identifying Acute Kidney Injury Trajectory Phenotypes Associated with Hospital MortalityTaylor D. Smith, Victor Ortiz-Soriano, Javier A. Neyra, Jin Chen. 1-11 [doi]
• Comparing Different Imputation Methods for Incomplete Longitudinal Data on Clinical DatasetBo Jin, Yuxin Bai, Chongyuan Wang. 1-2 [doi]
• Categorical EHR Imputation with Generative Adversarial NetsYinchong Yang, Zhiliang Wu, Volker Tresp, Peter A. Fasching. 1-10 [doi]
• The Role of Health Literacy on Credibility Judgment of Online Health MisinformationShijie Song, Yuxiang Chris Zhao, Xiaokang Song, Qinghua Zhu. 1-3 [doi]
• Mining Biomedical Data for Hidden Relationship DiscoverySirisha Dharmavaram, Arshad Shaik, Wei Jin. 1-10 [doi]
• IEEE ICHI Data Analytics Challenge on Missing data Imputation by Amelia IIXiaoshuang Liu, Xinyue Ma, Xiaoyan Meng, Xiang Li, Guotong Xie. 1-2 [doi]
• eXITs: An Ensemble Approach for Imputing Missing EHR DataJames Codella, Hillol Sarker, Prithwish Chakraborty, Mohamed F. Ghalwash, Zijun Yao, Daby Sow. 1-3 [doi]
• Deep Learning Based Lesion Detection For MammogramsZhenjie Cao, Zhicheng Yang, Xinya Liu, Yanbo Zhang, Shibin Wu, Ruei-Sung Lin, Lingyun Huang, Mei Han, Jie Ma. 1-3 [doi]