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Journal of Healthcare Informatics Research, Volume 7
Volume 7, Number 1, March 2023
- Luís Irgang
, Henrik Barth
Data-Driven Technologies as Enablers for Value Creation in the Prevention of Surgical Site Infections: a Systematic Review. 1-41 - Laura C. Maclagan, Mohamed Abdalla, Daniel A. Harris, Therese A. Stukel, Branson Chen, Elisa Candido, Richard H. Swartz
Can Patients with Dementia Be Identified in Primary Care Electronic Medical Records Using Natural Language Processing? 42-58 - Eman Rezk
Interpretable Skin Cancer Classification based on Incremental Domain Knowledge Learning. 59-83 - Hiroyasu Sato
Prediction of Prednisolone Dose Correction Using Machine Learning. 84-103 - Elmira Amooei, Arash Sharifi
Early Diagnosis of Neurodegenerative Diseases Using CNN-LSTM and Wavelet Transform. 104-124 - Marian Hurmuz
How to Prevent the Drop-Out: Understanding Why Adults Participate in Summative eHealth Evaluations. 125-140
Volume 7, Number 2, June 2023
- Laura M. van der Lubbe
Experiences of Users with an Online Self-Guided Mental Health Training Program Using Gamification. 141-168 - Carlo Combi, Julio C. Facelli, Peter Haddawy, John H. Holmes, Sabine Koch, Hongfang Liu, Jochen Meyer, Mor Peleg, Giuseppe Pozzi, Gregor Stiglic, Pierangelo Veltri, Christopher C. Yang:
The IHI Rochester Report 2022 on Healthcare Informatics Research: Resuming After the CoViD-19. 169-202 - Pascal Riedel, Reinhold von Schwerin, Daniel Schaudt
ResNetFed: Federated Deep Learning Architecture for Privacy-Preserving Pneumonia Detection from COVID-19 Chest Radiographs. 203-224 - Sagnik Dakshit, Sristi Dakshit, Ninad Khargonkar, Balakrishnan Prabhakaran:
Bias Analysis in Healthcare Time Series (BAHT) Decision Support Systems from Meta Data. 225-253 - Saeedeh Heydarian, Alia Shakiba, Sharareh Rostam Niakan Kalhori
The Minimum Feature Set for Designing Mobile Apps to Support Bipolar Disorder-Affected Patients: Proposal of Essential Functions and Requirements. 254-276
Volume 7, Number 3, September 2023
- Huixue Zhou, Greg M. Silverman, Zhongran Niu, Jenzi Silverman, Roni Evans, Robin Austin, Rui Zhang:
Extracting Complementary and Integrative Health Approaches in Electronic Health Records. 277-290 - Martin Baumgartner
Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification. 291-312 - Sarah Pungitore
Assessment of Prediction Tasks and Time Window Selection in Temporal Modeling of Electronic Health Record Data: a Systematic Review. 313-331 - Guo Huang, Huijun Liu, Shu Gong, Yongxin Ge:
Survival Prediction After Transarterial Chemoembolization for Hepatocellular Carcinoma: a Deep Multitask Survival Analysis Approach. 332-358 - Omar F. El-Gayar
Factors and Design Features Influencing the Continued Use of Wearable Devices. 359-385
Volume 7, Number 4, December 2023
- Pratibha Harrison, Rakib Hasan
State-of-the-Art of Breast Cancer Diagnosis in Medical Images via Convolutional Neural Networks (CNNs). 387-432 - Hazal Türkmen
BioBERTurk: Exploring Turkish Biomedical Language Model Development Strategies in Low-Resource Setting. 433-446 - Kirsten Zantvoort
Finding the Best Match - a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions. 447-479 - Vera C. Kaelin
Natural Language Processing to Classify Caregiver Strategies Supporting Participation Among Children and Youth with Craniofacial Microsomia and Other Childhood-Onset Disabilities. 480-500 - Mucahit Cevik, Sanaz Mohammad Jafari, Mitchell Myers, Savas Yildirim:
Sequence Labeling for Disambiguating Medical Abbreviations. 501-526 - Miguel Alonso-Felipe, Javier Manuel Aguiar Pérez, María Ángeles Pérez-Juárez, Carlos Baladrón
Application of Mixed Reality to Ultrasound-guided Femoral Arterial Cannulation During Real-time Practice in Cardiac Interventions. 527-541 - Yan Hu
Towards More Generalizable and Accurate Sentence Classification in Medical Abstracts with Less Data. 542-556
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