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ORCIDJournal of Healthcare Informatics Research, Volume 7
Volume 7, Number 1, March 2023
- Luís Irgang
, Henrik Barth, Magnus Holmén:
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, Andrea Iaboni, Liisa Jaakkimainen, Susan E. Bronskill:
Can Patients with Dementia Be Identified in Primary Care Electronic Medical Records Using Natural Language Processing? 42-58 - Eman Rezk, Mohamed Eltorki, Wael El-Dakhakhni:
Interpretable Skin Cancer Classification based on Incremental Domain Knowledge Learning. 59-83 - Hiroyasu Sato, Yoshinobu Kimura, Masahiro Ohba, Yoshiaki Ara, Susumu Wakabayashi, Hiroaki Watanabe:
Prediction of Prednisolone Dose Correction Using Machine Learning. 84-103 - Elmira Amooei, Arash Sharifi, Mohammad Manthouri:
Early Diagnosis of Neurodegenerative Diseases Using CNN-LSTM and Wavelet Transform. 104-124 - Marian Hurmuz, Stephanie Jansen-Kosterink, Lex van Velsen:
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, Charlotte Gerritsen, Michel C. A. Klein, Rachel F. Rodgers, Koen V. Hindriks:
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, Alexander Hafner, Christian Späte:
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, Sai Pavan Kumar Veeranki, Dieter Hayn, Günter Schreier:
Introduction and Comparison of Novel Decentral Learning Schemes with Multiple Data Pools for Privacy-Preserving ECG Classification. 291-312 - Sarah Pungitore, Vignesh Subbian:
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, Ahmed Elnoshokaty:
Factors and Design Features Influencing the Continued Use of Wearable Devices. 359-385
Volume 7, Number 4, December 2023
- Pratibha Harrison, Rakib Hasan, Kihan Park:
State-of-the-Art of Breast Cancer Diagnosis in Medical Images via Convolutional Neural Networks (CNNs). 387-432 - Hazal Türkmen, Oguz Dikenelli, Cenk Eraslan, Mehmet Cem Çalli, Süha Süreyya Özbek:
BioBERTurk: Exploring Turkish Biomedical Language Model Development Strategies in Low-Resource Setting. 433-446 - Kirsten Zantvoort, Jonas Scharfenberger, Leif Boß, Dirk Lehr, Burkhardt Funk:
Finding the Best Match - a Case Study on the (Text-)Feature and Model Choice in Digital Mental Health Interventions. 447-479 - Vera C. Kaelin, Andrew D. Boyd, Martha M. Werler, Natalie Parde, Mary A. Khetani:
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, Julio Peral-Oliveira, Ignacio J. Amat-Santos:
Application of Mixed Reality to Ultrasound-guided Femoral Arterial Cannulation During Real-time Practice in Cardiac Interventions. 527-541 - Yan Hu, Yong Chen, Hua Xu:
Towards More Generalizable and Accurate Sentence Classification in Medical Abstracts with Less Data. 542-556
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