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Journal of Healthcare Informatics Research, Volume 5

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Volume 5, Number 1, March 2021

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Jie Xu, Benjamin S. Glicksberg, Chang Su, Peter B. Walker, Jiang Bian, Fei Wang:
Federated Learning for Healthcare Informatics. 1-19
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  - journals/jhir/DangHQ21
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Xuan Dang, Shuai Huang, Xiaoning Qian:
Risk Factor Identification in Heterogeneous Disease Progression with L1-Regularized Multi-state Models. 20-53
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  - journals/jhir/BuhatDFRM21
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Christian Alvin H. Buhat, Jessa Camille C. Duero, Edd Francis O. Felix, Jomar Fajardo Rabajante, Jonathan B. Mamplata:
Optimal Allocation of COVID-19 Test Kits Among Accredited Testing Centers in the Philippines. 54-69
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  - journals/jhir/ChangMY21
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Chia-Hsuan Chang, Michal Monselise, Christopher C. Yang:
What Are People Concerned About During the Pandemic? Detecting Evolving Topics about COVID-19 from Twitter. 70-97
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  - journals/jhir/LiJWGLLXW21
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Yingxue Li, Wenxiao Jia, Junmei Wang, Jianying Guo, Qin Liu, Xiang Li, Guotong Xie, Fei Wang:
ALeRT-COVID: Attentive Lockdown-awaRe Transfer Learning for Predicting COVID-19 Pandemics in Different Countries. 98-113
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  - journals/jhir/WojtusiakBDMNR21
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Janusz Wojtusiak, Pramita Bagchi, Sri Surya Krishna Rama Taraka Naren Durbha, Hedyeh Mobahi, Reyhaneh Mogharab Nia, Amira Roess:
COVID-19 Symptom Monitoring and Social Distancing in a University Population. 114-131

Volume 5, Number 2, June 2021

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Ramalingam Shanmugam:
Restricted Prevalence Rates of COVID-19's Infectivity, Hospitalization, Recovery, Mortality in the USA and Their Implications. 133-150
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  - journals/jhir/PuppalaBA21
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Harish Puppala, Amarnath Bheemaraju, Rishi Asthana:
A GPS Data-Based Index to Determine the Level of Adherence to COVID-19 Lockdown Policies in India. 151-167
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Michael S. Shur:
Pandemic Equation for Describing and Predicting COVID19 Evolution. 168-180
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YiJun Shao, Ali Ahmed, Angelike P. Liappis, Charles Faselis, Stuart J. Nelson, Qing Zeng-Treitler:
Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model. 181-200
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  - journals/jhir/StasakHRJE21
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Brian Stasak, Zhaocheng Huang, Sabah Razavi, Dale Joachim, Julien Epps:
Automatic Detection of COVID-19 Based on Short-Duration Acoustic Smartphone Speech Analysis. 201-217
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  - journals/jhir/WesnerPFLW21
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Jeff S. Wesner, Dan Van Peursem, José D. Flores, Yuhlong Lio, Chelsea A. Wesner:
Forecasting Hospitalizations Due to COVID-19 in South Dakota, USA. 218-229

Volume 5, Number 3, September 2021

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  - journals/jhir/KamraZRML21
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Nitin Kamra, Yizhou Zhang, Sirisha Rambhatla, Chuizheng Meng, Yan Liu:
PolSIRD: Modeling Epidemic Spread Under Intervention Policies. 231-248
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  - journals/jhir/Al-RawiGLMWS21
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Ahmed Al-Rawi, Karen A. Grépin, Xiaosu Li, Rosemary Morgan, Clare Wenham, Julia Smith:
Investigating Public Discourses Around Gender and COVID-19: a Social Media Analysis of Twitter Data. 249-269
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Netzahualcoyotl Cruz, Luís A. Castro, Javier Medina Quero, Jesús Favela, Layla Michán, W. Ben Mortenson:
Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring. 270-299
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  - journals/jhir/ZikosSF21
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Dimitrios Zikos, Aashara Shrestha, Leonidas Fegaras:
A Cross-Sectional Study to Predict Mortality for Medicare Patients Based on the Combined Use of HCUP Tools. 300-318
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  - journals/jhir/PaulLCA21
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Arindam Paul, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal:
Harnessing Psycho-lingual and Crowd-Sourced Dictionaries for Predicting Taboos in Written Emotional Disclosure in Anonymous Confession Boards. 319-341
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  - journals/jhir/SpasojevicNIYMW21
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Sofija Spasojevic, Jacob Nogas, Andrea Iaboni, Bing Ye, Alex Mihailidis, A. Wang, S. J. Li, Lori Schindel Martin, Kristine Newman, Shehroz S. Khan:
A Pilot Study to Detect Agitation in People Living with Dementia Using Multi-Modal Sensors. 342-358

Volume 5, Number 4, December 2021

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Hegler Correa Tissot, Lucas A. Pedebos:
Improving Risk Assessment of Miscarriage During Pregnancy with Knowledge Graph Embeddings. 359-381
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  - journals/jhir/ZakkarL21
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Moutasem A. Zakkar, Daniel J. Lizotte:
Analyzing Patient Stories on Social Media Using Text Analytics. 382-400
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Guimin Dong, Mehdi Boukhechba, Kelly M. Shaffer, Lee M. Ritterband, Daniel G. Gioeli, Matthew J. Reilley, Tri M. Le, Paul R. Kunk, Todd W. Bauer, Philip I. Chow:
Using Graph Representation Learning to Predict Salivary Cortisol Levels in Pancreatic Cancer Patients. 401-419
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  - journals/jhir/BanireAQM21
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Bilikis Banire, Dena Al-Thani, Marwa K. Qaraqe, Bilal Mansoor:
Face-Based Attention Recognition Model for Children with Autism Spectrum Disorder. 420-445
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Chidiebere Hope Nwolise, Nicola Carey, Jill Shawe:
Preconception and Diabetes Information (PADI) App for Women with Pregestational Diabetes: a Feasibility and Acceptability Study. 446-473
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Jamil Zaghir, José F. Rodrigues Jr., Lorraine Goeuriot, Sihem Amer-Yahia:
Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts. 474-496
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Kai Lisa Lo, Minglei Zhang, Yanhui Chen, Jinhong Jackson Mi:
Forecasting the Trend of COVID-19 Considering the Impacts of Public Health Interventions: An Application of FGM and Buffer Level. 497-528

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