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Publication search results
found 21 matches
- 2020
- Sebastian Daberdaku
, Erica Tavazzi
, Barbara Di Camillo:
A Combined Interpolation and Weighted K-Nearest Neighbours Approach for the Imputation of Longitudinal ICU Laboratory Data. J. Heal. Informatics Res. 4(2): 174-188 (2020) - Edmund H. Durfee
, Lynn H. Garrett, Abigail Johnson:
Promoting Independence with a Schedule Management Assistant that Anticipates Disruptions. J. Heal. Informatics Res. 4(1): 19-49 (2020) - Priyanka Gupta
, Pankaj Malhotra, Jyoti Narwariya, Lovekesh Vig, Gautam Shroff:
Transfer Learning for Clinical Time Series Analysis Using Deep Neural Networks. J. Heal. Informatics Res. 4(2): 112-137 (2020) - 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. J. Heal. Informatics Res. 4(3): 238-260 (2020) - Ali Jazayeri
, Ou Stella Liang, Christopher C. Yang:
Imputation of Missing Data in Electronic Health Records Based on Patients' Similarities. J. Heal. Informatics Res. 4(3): 295-307 (2020) - 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. J. Heal. Informatics Res. 4(1): 71-90 (2020) - Mai S. Mabrouk, Ahmed Y. Sayed, Heba M. Afifi
, Mariam A. Sheha
, Amr A. Sharawy:
Fully Automated Approach for Early Detection of Pigmented Skin Lesion Diagnosis Using ABCD. J. Heal. Informatics Res. 4(2): 151-173 (2020) - John Martinsson, Alexander Schliep
, Björn Eliasson, Olof Mogren
:
Blood Glucose Prediction with Variance Estimation Using Recurrent Neural Networks. J. Heal. Informatics Res. 4(1): 1-18 (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. J. Heal. Informatics Res. 4(3): 215-237 (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. J. Heal. Informatics Res. 4(4): 325-364 (2020) - Jacob Nogas
, Shehroz S. Khan, Alex Mihailidis:
DeepFall: Non-Invasive Fall Detection with Deep Spatio-Temporal Convolutional Autoencoders. J. Heal. Informatics Res. 4(1): 50-70 (2020) - 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. J. Heal. Informatics Res. 4(1): 91-109 (2020) - 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. J. Heal. Informatics Res. 4(4): 395-410 (2020) - Jens H. Weber
, Jeremy Ho:
Applying Bidirectional Transformations to the Design of Interoperable EMR Systems. J. Heal. Informatics Res. 4(2): 138-150 (2020) - Editor's Note: Journal of Healthcare Informatics Research and COVID-19 Research. J. Heal. Informatics Res. 4(2): 111 (2020)
- 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. J. Heal. Informatics Res. 4(4): 365-382 (2020) - Shen Yan
, Homa Hosseinmardi, Hsien-Te Kao, Shrikanth Narayanan, Kristina Lerman, Emilio Ferrara
:
Affect Estimation with Wearable Sensors. J. Heal. Informatics Res. 4(3): 261-294 (2020) - Kejing Yin
, Liaoliao Feng, William K. Cheung:
Context-Aware Time Series Imputation for Multi-Analyte Clinical Data. J. Heal. Informatics Res. 4(4): 411-426 (2020) - 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. J. Heal. Informatics Res. 4(2): 189-214 (2020) - Xinmeng Zhang, Chao Yan
, Cheng Gao, Bradley A. Malin, You Chen:
Predicting Missing Values in Medical Data Via XGBoost Regression. J. Heal. Informatics Res. 4(4): 383-394 (2020) - Taiyu Zhu
, Kezhi Li, Jianwei Chen, Pau Herrero, Pantelis Georgiou
:
Dilated Recurrent Neural Networks for Glucose Forecasting in Type 1 Diabetes. J. Heal. Informatics Res. 4(3): 308-324 (2020)
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