Volume 21, issue 1, December 2021
325 articles in this issue
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Level and contributing factors of health data quality and information use in two districts in Northwest Ethiopia: social-ecological perspective
Authors (first, second and last of 8)
- Binyam Tilahun
- Lemma Derseh
- Berhanu Fikadie Endehabtu
- Content type: Research
- Open Access
- Published: 31 December 2021
- Article: 373
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Multi-task learning for Chinese clinical named entity recognition with external knowledge
Authors (first, second and last of 5)
- Ming Cheng
- Shufeng Xiong
- Jianbo Gao
- Content type: Research
- Open Access
- Published: 31 December 2021
- Article: 372
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Machine learning approaches for the prediction of postoperative complication risk in liver resection patients
Authors (first, second and last of 5)
- Siyu Zeng
- Lele Li
- Yuanchen Fang
- Content type: Research
- Open Access
- Published: 30 December 2021
- Article: 371
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Identifying drug-related attributes to personalise antihypertensive agents: the outcome report of patients receiving metoprolol therapy
Authors (first, second and last of 8)
- Chunyu Liu
- Jing Xu
- Qing Zhang
- Content type: Research
- Open Access
- Published: 30 December 2021
- Article: 370
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Ontological modeling of the International Classification of Functioning, Disabilities and Health (ICF): Activities&Participation and Environmental Factors components
Authors
- Silvia Cozzi
- Andrea Martinuzzi
- Vincenzo Della Mea
- Content type: Research article
- Open Access
- Published: 29 December 2021
- Article: 367
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Exploring the perspectives of primary care providers on use of the electronic Patient Reported Outcomes tool to support goal-oriented care: a qualitative study
Authors (first, second and last of 9)
- Hardeep Singh
- Farah Tahsin
- Carolyn Steele Gray
- Content type: Research
- Open Access
- Published: 29 December 2021
- Article: 366
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ECG signal classification based on deep CNN and BiLSTM
Authors
- Jinyong Cheng
- Qingxu Zou
- Yunxiang Zhao
- Content type: Research
- Open Access
- Published: 28 December 2021
- Article: 365
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Predicting atrial fibrillation episodes with rapid ventricular rates associated with low levels of activity
Authors (first, second and last of 10)
- Zhi Li
- Kevin M. Wheelock
- Hamid Ghanbari
- Content type: Research
- Open Access
- Published: 28 December 2021
- Article: 364
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Composition-driven symptom phrase recognition for Chinese medical consultation corpora
Authors
- Xuan Gu
- Zhengya Sun
- Wensheng Zhang
- Content type: Research
- Open Access
- Published: 27 December 2021
- Article: 363
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Users’ perception on factors contributing to electronic medical records systems use: a focus group discussion study in healthcare facilities setting in Kenya
Authors
- Philomena N. Ngugi
- Martin C. Were
- Ankica Babic
- Content type: Research
- Open Access
- Published: 26 December 2021
- Article: 362
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Women and ethnoracial minorities with poor cardiovascular health measures associated with a higher risk of developing mood disorder
Authors (first, second and last of 5)
- Aixia Guo
- Kari A. Stephens
- Randi E. Foraker
- Content type: Research article
- Open Access
- Published: 24 December 2021
- Article: 361
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Kernel principal components based cascade forest towards disease identification with human microbiota
Authors
- Jiayu Zhou
- Yanqing Ye
- Jiang Jiang
- Content type: Research article
- Open Access
- Published: 23 December 2021
- Article: 360
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Cancer screening simulation models: a state of the art review
Authors (first, second and last of 4)
- Aleksandr Bespalov
- Anton Barchuk
- Jaakko Nevalainen
- Content type: Research article
- Open Access
- Published: 20 December 2021
- Article: 359
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cbpManager: a web application to streamline the integration of clinical and genomic data in cBioPortal to support the Molecular Tumor Board
Authors (first, second and last of 12)
- Arsenij Ustjanzew
- Alexander Desuki
- Claudia Paret
- Content type: Software
- Open Access
- Published: 20 December 2021
- Article: 358
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A clinical decision support system is associated with reduced loss to follow-up among patients receiving HIV treatment in Kenya: a cluster randomized trial
Authors (first, second and last of 9)
- Tom Oluoch
- Ronald Cornet
- Nicolette de Keizer
- Content type: Research article
- Open Access
- Published: 20 December 2021
- Article: 357
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dfgcompare: a library to support process variant analysis through Markov models
Authors (first, second and last of 7)
- Amin Jalali
- Paul Johannesson
- Anikó Vég
- Content type: Software
- Open Access
- Published: 20 December 2021
- Article: 356
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Investigating the interpretability of fetal status assessment using antepartum cardiotocographic records
Authors (first, second and last of 8)
- Liting Huang
- Zhiying Jiang
- Hang Wei
- Content type: Research article
- Open Access
- Published: 20 December 2021
- Article: 355
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Process mining framework with time perspective for understanding acute care: a case study of AIS in hospitals
Authors (first, second and last of 7)
- Jianfei Pang
- Haifeng Xu
- Dongsheng Zhao
- Content type: Research
- Open Access
- Published: 19 December 2021
- Article: 354
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Leveraging medical context to recommend semantically similar terms for chart reviews
Authors
- Cheng Ye
- Bradley A. Malin
- Daniel Fabbri
- Content type: Research
- Open Access
- Published: 18 December 2021
- Article: 353
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MedTAG: a portable and customizable annotation tool for biomedical documents
Authors
- Fabio Giachelle
- Ornella Irrera
- Gianmaria Silvello
- Content type: Software
- Open Access
- Published: 18 December 2021
- Article: 352
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The prediction of hospital length of stay using unstructured data
Authors (first, second and last of 6)
- Jan Chrusciel
- François Girardon
- Stéphane Sanchez
- Content type: Research
- Open Access
- Published: 18 December 2021
- Article: 351
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Reinforcement learning assisted oxygen therapy for COVID-19 patients under intensive care
Authors (first, second and last of 4)
- Hua Zheng
- Jiahao Zhu
- Judy Zhong
- Content type: Research
- Open Access
- Published: 17 December 2021
- Article: 350
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Safer prescription of drugs: impact of the PREFASEG system to aid clinical decision-making in primary care in Catalonia
Authors (first, second and last of 4)
- M. Àngels Pons-Mesquida
- MÃriam Oms-Arias
- Albert Figueras
- Content type: Research
- Open Access
- Published: 15 December 2021
- Article: 349
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Exploratory study on classification of chronic obstructive pulmonary disease combining multi-stage feature fusion and machine learning
Authors (first, second and last of 8)
- Junfeng Peng
- Mi Zhou
- Guoming Chen
- Content type: Research
- Open Access
- Published: 14 December 2021
- Article: 348
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Adapted time-varying covariates Cox model for predicting future cirrhosis development performs well in a large hepatitis C cohort
Authors (first, second and last of 11)
- Lauren A. Beste
- Xuefei Zhang
- Akbar K. Waljee
- Content type: Research
- Open Access
- Published: 14 December 2021
- Article: 347
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Factors influencing online orthopedic doctor–patient consultations
Authors (first, second and last of 6)
- Ping Lei
- Jianjun Zheng
- Xuesong Li
- Content type: Research
- Open Access
- Published: 13 December 2021
- Article: 346
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Predictive models for personalized asthma attacks based on patient’s biosignals and environmental factors: a systematic review
Authors
- Eman T. Alharbi
- Farrukh Nadeem
- Asma Cherif
- Content type: Research
- Open Access
- Published: 09 December 2021
- Article: 345
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A mental models approach for defining explainable artificial intelligence
Authors
- Michael Merry
- Pat Riddle
- Jim Warren
- Content type: Research
- Open Access
- Published: 09 December 2021
- Article: 344
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Identifying and evaluating clinical subtypes of Alzheimer’s disease in care electronic health records using unsupervised machine learning
Authors (first, second and last of 4)
- Nonie Alexander
- Daniel C. Alexander
- Spiros Denaxas
- Content type: Research
- Open Access
- Published: 08 December 2021
- Article: 343
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Weighted Cox regression for the prediction of heterogeneous patient subgroups
Authors
- Katrin Madjar
- Jörg Rahnenführer
- Content type: Technical advance
- Open Access
- Published: 07 December 2021
- Article: 342
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Modelling and identification of characteristic kinematic features preceding freezing of gait with convolutional neural networks and layer-wise relevance propagation
Authors (first, second and last of 7)
- Benjamin Filtjens
- Pieter Ginis
- Peter Slaets
- Content type: Research article
- Open Access
- Published: 07 December 2021
- Article: 341
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Patients’ views of shared decision making in inflammatory bowel disease: a survey in China
Authors
- Dingting Xu
- Hanyun Zhang
- Yan Chen
- Content type: Research
- Open Access
- Published: 06 December 2021
- Article: 340
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Key components and critical factors for developing a telehealth business framework: a qualitative study
Authors (first, second and last of 4)
- Farnia Velayati
- Haleh Ayatollahi
- Reza Dehghan
- Content type: Research
- Open Access
- Published: 04 December 2021
- Article: 339
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Ensemble learning for the early prediction of neonatal jaundice with genetic features
Authors (first, second and last of 4)
- Haowen Deng
- Youyou Zhou
- Cheng Zhang
- Content type: Research
- Open Access
- Published: 01 December 2021
- Article: 338
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Correction to: Promoting healthy teenage behaviour across three European countries through the use of a novel smartphone technology platform, PEGASO fit for future: study protocol of a quasi-experimental, controlled, multi-Centre trial
Authors (first, second and last of 18)
- Elisa Puigdomenech
- Anne Martin
- the PEGASO Fit For Future Consortium
- Content type: Correction
- Open Access
- Published: 30 November 2021
- Article: 337
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How can we discover the most valuable types of big data and artificial intelligence-based solutions? A methodology for the efficient development of the underlying analytics that improve care
Authors (first, second and last of 4)
- Lytske Bakker
- Jos Aarts
- Ken Redekop
- Content type: Research
- Open Access
- Published: 29 November 2021
- Article: 336
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Understanding the complexity of sepsis mortality prediction via rule discovery and analysis: a pilot study
Authors
- Ying Wu
- Shuai Huang
- Xiangyu Chang
- Content type: Research
- Open Access
- Published: 28 November 2021
- Article: 334
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A graph-based gene selection method for medical diagnosis problems using a many-objective PSO algorithm
Authors
- Saeid Azadifar
- Ali Ahmadi
- Content type: Research
- Open Access
- Published: 27 November 2021
- Article: 333
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Prediction of central venous catheter-associated deep venous thrombosis in pediatric critical care settings
Authors (first, second and last of 7)
- Haomin Li
- Yang Lu
- Jihua Zhu
- Content type: Research
- Open Access
- Published: 27 November 2021
- Article: 332
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A machine learning based two-stage clinical decision support system for predicting patients’ discontinuation from opioid use disorder treatment: retrospective observational study
Authors (first, second and last of 7)
- Md Mahmudul Hasan
- Gary J. Young
- Md. Noor-E-Alam
- Content type: Research
- Open Access
- Published: 26 November 2021
- Article: 331
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Using text mining techniques to extract prostate cancer predictive information (Gleason score) from semi-structured narrative laboratory reports in the Gauteng province, South Africa
Authors (first, second and last of 6)
- Naseem Cassim
- Michael Mapundu
- Deborah Kim Glencross
- Content type: Research
- Open Access
- Published: 25 November 2021
- Article: 330
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Patient empowerment through a user-centered design of an electronic personal health record: a qualitative study of user requirements in chronic kidney disease
Authors (first, second and last of 5)
- Esmaeel Toni
- Habibollah Pirnejad
- Zahra Niazkhani
- Content type: Research
- Open Access
- Published: 24 November 2021
- Article: 329
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A tree based approach for multi-class classification of surgical procedures using structured and unstructured data
Authors
- Tannaz Khaleghi
- Alper Murat
- Suzan Arslanturk
- Content type: Research
- Open Access
- Published: 23 November 2021
- Article: 328
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Comparison of wavelet transformations to enhance convolutional neural network performance in brain tumor segmentation
Authors (first, second and last of 4)
- Mohamadreza Hajiabadi
- Behrouz Alizadeh Savareh
- Azadeh Bashiri
- Content type: Research
- Open Access
- Published: 23 November 2021
- Article: 327
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Health management information system (HMIS) data quality and associated factors in Massaguet district, Chad
Authors (first, second and last of 8)
- Azoukalné Moukénet
- Monica Anna de Cola
- Sol Richardson
- Content type: Research
- Open Access
- Published: 22 November 2021
- Article: 326
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A home-based pulmonary rehabilitation mHealth system to enhance the exercise capacity of patients with COPD: development and evaluation
Authors (first, second and last of 8)
- Ning Deng
- Leiyi Sheng
- Juan Chen
- Content type: Research
- Open Access
- Published: 22 November 2021
- Article: 325
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Comparison of RetinaNet, SSD, and YOLO v3 for real-time pill identification
Authors (first, second and last of 4)
- Lu Tan
- Tianran Huangfu
- Wenying Chen
- Content type: Research
- Open Access
- Published: 22 November 2021
- Article: 324
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Integrating shared decision-making into primary care: lessons learned from a multi-centre feasibility randomized controlled trial
Authors (first, second and last of 19)
- Catherine H. Yu
- Farid Medleg
- Deanna Telner
- Content type: Research
- Open Access
- Published: 22 November 2021
- Article: 323
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Improving random forest predictions in small datasets from two-phase sampling designs
Authors
- Sunwoo Han
- Brian D. Williamson
- Youyi Fong
- Content type: Research article
- Open Access
- Published: 22 November 2021
- Article: 322