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ORCIDJournal of Healthcare Informatics Research, Volume 4
Volume 4, Number 1, March 2020
- John Martinsson, Alexander Schliep
, Björn Eliasson, Olof Mogren:
Blood Glucose Prediction with Variance Estimation Using Recurrent Neural Networks. 1-18 - Edmund H. Durfee, Lynn H. Garrett, Abigail Johnson:
Promoting Independence with a Schedule Management Assistant that Anticipates Disruptions. 19-49 - Jacob Nogas, Shehroz S. Khan, Alex Mihailidis:
DeepFall: Non-Invasive Fall Detection with Deep Spatio-Temporal Convolutional Autoencoders. 50-70 - Jouhyun Jeon, Peter J. Leimbigler, Gaurav Baruah, Michael H. Li, Yan Fossat, Alfred J. Whitehead:
Predicting Glycaemia in Type 1 Diabetes Patients: Experiments in Feature Engineering and Data Imputation. 71-90 - Ame Osotsi, Zita Oravecz, Qunhua Li, Joshua M. Smyth, Timothy R. Brick:
Individualized Modeling to Distinguish Between High and Low Arousal States Using Physiological Data. 91-109
Volume 4, Number 2, June 2020
- Editor's Note: Journal of Healthcare Informatics Research and COVID-19 Research. 111
- Priyanka Gupta, Pankaj Malhotra, Jyoti Narwariya, Lovekesh Vig, Gautam Shroff:
Transfer Learning for Clinical Time Series Analysis Using Deep Neural Networks. 112-137 - Jens H. Weber, Jeremy Ho:
Applying Bidirectional Transformations to the Design of Interoperable EMR Systems. 138-150 - Mai S. Mabrouk, Ahmed Y. Sayed, Heba M. Afify, Mariam A. Sheha, Amr A. Sharawy:
Fully Automated Approach for Early Detection of Pigmented Skin Lesion Diagnosis Using ABCD. 151-173 - Sebastian Daberdaku, Erica Tavazzi, Barbara Di Camillo:
A Combined Interpolation and Weighted K-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data. 174-188 - Salifu Yusif, Abdul Hafeez-Baig, Jeffrey Soar:
An Exploratory Study of the Readiness of Public Healthcare Facilities in Developing Countries to Adopt Health Information Technology (HIT)/e-Health: the Case of Ghana. 189-214
Volume 4, Number 3, September 2020
- Plinio Pelegrini Morita, A. S. Rocha, George Shaker, D. Lee, Jing Wei, B. Fong, A. Thatte, A. Karimi, L. Xu, A. Ma, Alexander Wong, Jennifer Boger:
Comparative Analysis of Gait Speed Estimation Using Wideband and Narrowband Radars, Thermal Camera, and Motion Tracking Suit Technologies. 215-237 - Michael Holmes, Miquel Perelló-Nieto, Hao Song, Emma Tonkin, Sabrina Grant, Peter A. Flach:
Modelling Patient Behaviour Using IoT Sensor Data: a Case Study to Evaluate Techniques for Modelling Domestic Behaviour in Recovery from Total Hip Replacement Surgery. 238-260 - Shen Yan, Homa Hosseinmardi, Hsien-Te Kao, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara:
Affect Estimation with Wearable Sensors. 261-294 - Ali Jazayeri, Ou Stella Liang, Christopher C. Yang:
Imputation of Missing Data in Electronic Health Records Based on Patients' Similarities. 295-307 - Taiyu Zhu, Kezhi Li, Jianwei Chen, Pau Herrero, Pantelis Georgiou:
Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes. 308-324
Volume 4, Number 4, December 2020
- Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Mohsen Dorodchi, Maria Valero, Hamid R. Arabnia:
Internet of Things for Current COVID-19 and Future Pandemics: an Exploratory Study. 325-364 - Xiao Xu, Xiaoshuang Liu, Yanni Kang, Xian Xu, Junmei Wang, Yuyao Sun, Quanhe Chen, Xiaoyu Jia, Xinyue Ma, Xiaoyan Meng, Xiang Li, Guotong Xie:
A Multi-directional Approach for Missing Value Estimation in Multivariate Time Series Clinical Data. 365-382 - Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen:
Predicting Missing Values in Medical Data Via XGBoost Regression. 383-394 - Sapna Trivedi, Roger Gildersleeve, Sandra Franco, Andrew S. Kanter, Afzal Chaudhry:
Evaluation of a Concept Mapping Task Using Named Entity Recognition and Normalization in Unstructured Clinical Text. 395-410 - Kejing Yin, Liaoliao Feng, William K. Cheung:
Context-Aware Time Series Imputation for Multi-Analyte Clinical Data. 411-426
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