Volume 21, issue 1, December 2021
325 articles in this issue
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Transjugular intrahepatic portosystemic shunt (TIPS) procedure: an assessment of the quality and readability of online information
Authors (first, second and last of 5)
- Sean-Tee J. M. Lim
- Martin Kelly
- Timothy Scanlon
- Content type: Research
- Open Access
- Published: 05 May 2021
- Article: 149
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Use of electronic pharmacy transaction data and website development to assess antibiotic use in nursing homes
Authors (first, second and last of 4)
- Sunah Song
- Brigid M. Wilson
- Robin L. P. Jump
- Content type: Technical advance
- Open Access
- Published: 05 May 2021
- Article: 148
This is part of 1 collection: -
Tongue image quality assessment based on a deep convolutional neural network
Authors (first, second and last of 9)
- Tao Jiang
- Xiao-juan Hu
- Jia-tuo Xu
- Content type: Research article
- Open Access
- Published: 05 May 2021
- Article: 147
This is part of 1 collection: -
Investigate knowledge management technology implementation for supporting decision making in Ethiopian health sectors
Authors (first, second and last of 4)
- Mniyichel Belay
- Amare Desta
- Million Meshesha
- Content type: Research
- Open Access
- Published: 05 May 2021
- Article: 146
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Collecting specialty-related medical terms: Development and evaluation of a resource for Spanish
Authors (first, second and last of 4)
- Pilar López-Úbeda
- Alexandra Pomares-Quimbaya
- Stefan Schulz
- Content type: Research
- Open Access
- Published: 04 May 2021
- Article: 145
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A bibliometric analysis of global research output on network meta-analysis
Authors (first, second and last of 11)
- Jiyuan Shi
- Ya Gao
- Jinhui Tian
- Content type: Research article
- Open Access
- Published: 03 May 2021
- Article: 144
This is part of 1 collection: -
Factors affecting the performance of brain arteriovenous malformation rupture prediction models
Authors (first, second and last of 4)
- Wengui Tao
- Langchao Yan
- Fenghua Chen
- Content type: Research
- Open Access
- Published: 03 May 2021
- Article: 142
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Identification of significant climatic risk factors and machine learning models in dengue outbreak prediction
Authors
- Felestin Yavari Nejad
- Kasturi Dewi Varathan
- Content type: Research article
- Open Access
- Published: 30 April 2021
- Article: 141
This is part of 1 collection: -
Ready for SDM: evaluating a train-the-trainer program to facilitate implementation of SDM training in Norway
Authors (first, second and last of 5)
- Simone Kienlin
- Marie-Eve Poitras
- Jürgen Kasper
- Content type: Research article
- Open Access
- Published: 30 April 2021
- Article: 140
This is part of 1 collection: -
One country's journey to interoperability: Tanzania's experience developing and implementing a national health information exchange
Authors (first, second and last of 11)
- Alpha Nsaghurwe
- Vikas Dwivedi
- Patricia Taylor
- Content type: Technical advance
- Open Access
- Published: 29 April 2021
- Article: 139
This is part of 1 collection: -
Construction of a demand and capacity model for intensive care and hospital ward beds, and mortality from COVID-19
Authors (first, second and last of 5)
- Christopher Martin
- Stuart McDonald
- Rahul Sarkar
- Content type: Research
- Open Access
- Published: 27 April 2021
- Article: 138
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Clinician acceptance of complex clinical decision support systems for treatment allocation of patients with chronic low back pain
Authors
- Stephanie Jansen-Kosterink
- Lex van Velsen
- Miriam Cabrita
- Content type: Research
- Open Access
- Published: 27 April 2021
- Article: 137
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Connected health for growth hormone treatment research and clinical practice: learnings from different sources of real-world evidence (RWE)—large electronically collected datasets, surveillance studies and individual patients’ cases
Authors (first, second and last of 5)
- Nea Boman
- Luis Fernandez-Luque
- Risto Lapatto
- Content type: Research article
- Open Access
- Published: 26 April 2021
- Article: 136
This is part of 1 collection: -
Evaluation of HIV/AIDS-related mobile health applications content using an evidence-based content rating tool
Authors
- Ahmad Raeesi
- Reza Khajouei
- Leila Ahmadian
- Content type: Research
- Open Access
- Published: 24 April 2021
- Article: 135
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Construction of an index system for evaluating the effectiveness of transitional care in kidney transplant recipients
Authors (first, second and last of 7)
- Xinyi Zhou
- Ping Ding
- Dongrui Miao
- Content type: Research
- Open Access
- Published: 19 April 2021
- Article: 132
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Prediction of neonatal deaths in NICUs: development and validation of machine learning models
Authors (first, second and last of 4)
- Abbas Sheikhtaheri
- Mohammad Reza Zarkesh
- Farzaneh Kermani
- Content type: Research
- Open Access
- Published: 19 April 2021
- Article: 131
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Semantic categorization of Chinese eligibility criteria in clinical trials using machine learning methods
Authors (first, second and last of 5)
- Hui Zong
- Jinxuan Yang
- Xiaoyan Zhang
- Content type: Research article
- Open Access
- Published: 15 April 2021
- Article: 128
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Learning from imbalanced fetal outcomes of systemic lupus erythematosus in artificial neural networks
Authors (first, second and last of 5)
- Jing-Hang Ma
- Zhen Feng
- Wen Di
- Content type: Research article
- Open Access
- Published: 13 April 2021
- Article: 127
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The role of artificial intelligence in healthcare: a structured literature review
Authors (first, second and last of 5)
- Silvana Secinaro
- Davide Calandra
- Paolo Biancone
- Content type: Research article
- Open Access
- Published: 10 April 2021
- Article: 125
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Entropic measures of complexity in a new medical coding system
Authors
- Jerome Niyirora
- Content type: Research article
- Open Access
- Published: 09 April 2021
- Article: 124
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Patient decision aid based on multi-criteria decision analysis for disease-modifying drugs for multiple sclerosis: prototype development
Authors (first, second and last of 6)
- I. E. H. Kremer
- P. J. Jongen
- M. Hiligsmann
- Content type: Research article
- Open Access
- Published: 09 April 2021
- Article: 123
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Physiotherapists’ perceptions of and willingness to use telerehabilitation in Kuwait during the COVID-19 pandemic
Authors
- Sarah Ibraheem Albahrouh
- Ali Jasem Buabbas
- Content type: Research article
- Open Access
- Published: 08 April 2021
- Article: 122
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A data process of human knee joint kinematics obtained by motion-capture measurement
Authors (first, second and last of 9)
- Jian-ping Wang
- Shi-hua Wang
- Yu Li
- Content type: Research article
- Open Access
- Published: 08 April 2021
- Article: 121
This is part of 2 collections: -
Contextual property detection in Dutch diagnosis descriptions for uncertainty, laterality and temporality
Authors (first, second and last of 4)
- Eva S. Klappe
- Florentien J. P. van Putten
- Ronald Cornet
- Content type: Research article
- Open Access
- Published: 07 April 2021
- Article: 120
This is part of 1 collection: -
What matters when exploring fidelity when using health IT to reduce disparities?
Authors (first, second and last of 6)
- Margaret A. Handley
- Jerad Landeros
- Priyanka Athavale
- Content type: Research article
- Open Access
- Published: 07 April 2021
- Article: 119
This is part of 1 collection: -
Correction to: A clinical trials corpus annotated with UMLS entities to enhance the access to evidence‑based medicine
Authors (first, second and last of 4)
- Leonardo Campillos-Llanos
- Ana Valverde-Mateos
- Antonio Moreno-Sandoval
- Content type: Correction
- Open Access
- Published: 07 April 2021
- Article: 118
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Passive sensing on mobile devices to improve mental health services with adolescent and young mothers in low-resource settings: the role of families in feasibility and acceptability
Authors (first, second and last of 8)
- Sujen Man Maharjan
- Anubhuti Poudyal
- Ashley Hagaman
- Content type: Research article
- Open Access
- Published: 07 April 2021
- Article: 117
This is part of 1 collection: -
Supporting deprescribing in hospitalised patients: formative usability testing of a computerised decision support tool
Authors (first, second and last of 7)
- Melissa T. Baysari
- Mai H. Duong
- Sarah N. Hilmer
- Content type: Research article
- Open Access
- Published: 05 April 2021
- Article: 116
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The prediction of asymptomatic carotid atherosclerosis with electronic health records: a comparative study of six machine learning models
Authors (first, second and last of 15)
- Jiaxin Fan
- Mengying Chen
- Shuqin Zhan
- Content type: Research article
- Open Access
- Published: 05 April 2021
- Article: 115
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Development and operation of a digital platform for sharing pathology image data
Authors (first, second and last of 20)
- Yunsook Kang
- Yoo Jung Kim
- Jinwook Choi
- Content type: Database
- Open Access
- Published: 03 April 2021
- Article: 114
This is part of 1 collection: -
Application of openEHR archetypes to automate data quality rules for electronic health records: a case study
Authors (first, second and last of 6)
- Qi Tian
- Zhexi Han
- Huilong Duan
- Content type: Research article
- Open Access
- Published: 03 April 2021
- Article: 113
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Development, validation, and proof-of-concept implementation of a two-year risk prediction model for undiagnosed atrial fibrillation using common electronic health data (UNAFIED)
Authors (first, second and last of 8)
- Randall W. Grout
- Siu L. Hui
- Francis Pike
- Content type: Research article
- Open Access
- Published: 03 April 2021
- Article: 112
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Predicting unplanned medical visits among patients with diabetes: translation from machine learning to clinical implementation
Authors (first, second and last of 6)
- Arielle Selya
- Drake Anshutz
- Cheryl Ward
- Content type: Research article
- Open Access
- Published: 31 March 2021
- Article: 111
This is part of 1 collection: -
Evaluation of a shared decision-making strategy with online decision aids in surgical and orthopaedic practice: study protocol for the E-valuAID, a multicentre study with a stepped-wedge design
Authors (first, second and last of 17)
- Floris M. Thunnissen
- Bernhard W. Schreurs
- Philip R. de Reuver
- Content type: Study protocol
- Open Access
- Published: 29 March 2021
- Article: 110
This is part of 1 collection: -
Shared decision making and patients satisfaction with strabismus care—a pilot study
Authors (first, second and last of 5)
- Ala Paduca
- Oleg Arnaut
- Jan Richard Bruenech
- Content type: Research article
- Open Access
- Published: 26 March 2021
- Article: 109
This is part of 1 collection: -
Assessing elderly’s functional balance and mobility via analyzing data from waist-mounted tri-axial wearable accelerometers in timed up and go tests
Authors (first, second and last of 6)
- Lisha Yu
- Yang Zhao
- Kwok-Leung Tsui
- Content type: Research article
- Open Access
- Published: 25 March 2021
- Article: 108
This is part of 1 collection: -
Consistency of decision support software-integrated telephone triage and associated factors: a systematic review
Authors (first, second and last of 4)
- Farah Islam
- Marc Sabbe
- Koen Milisen
- Content type: Research article
- Open Access
- Published: 21 March 2021
- Article: 107
This is part of 1 collection: -
A principal components analysis of factors associated with successful implementation of an LVAD decision support tool
Authors (first, second and last of 16)
- Kristin M. Kostick
- Meredith Trejo
- J. S. Blumenthal-Barby
- Content type: Research article
- Open Access
- Published: 20 March 2021
- Article: 106
This is part of 1 collection: -
Exploratory study on classification of diabetes mellitus through a combined Random Forest Classifier
Authors (first, second and last of 8)
- Xuchun Wang
- Mengmeng Zhai
- Lixia Qiu
- Content type: Research article
- Open Access
- Published: 20 March 2021
- Article: 105
This is part of 1 collection: -
Primary care practices’ ability to predict future risk of expenditures and hospitalization using risk stratification and segmentation
Authors (first, second and last of 7)
- David A. Dorr
- Rachel L. Ross
- Jonathan P. Weiner
- Content type: Research article
- Open Access
- Published: 18 March 2021
- Article: 104
This is part of 1 collection: -
Evaluation of e-health (Seha) application: a cross-sectional study in Saudi Arabia
Authors
- Abeer Alharbi
- Joharah Alzuwaed
- Hind Qasem
- Content type: Research article
- Open Access
- Published: 18 March 2021
- Article: 103
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A systematic review of theoretical constructs in CDS literature
Authors (first, second and last of 5)
- Siru Liu
- Thomas J. Reese
- Charlene Weir
- Content type: Research article
- Open Access
- Published: 17 March 2021
- Article: 102
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Stacked LSTM based deep recurrent neural network with kalman smoothing for blood glucose prediction
Authors (first, second and last of 6)
- Md Fazle Rabby
- Yazhou Tu
- Xiali Hei
- Content type: Research article
- Open Access
- Published: 16 March 2021
- Article: 101
This is part of 1 collection: -
The effects of clinical decision support system for prescribing medication on patient outcomes and physician practice performance: a systematic review and meta-analysis
Authors (first, second and last of 5)
- Sharare Taheri Moghadam
- Farahnaz Sadoughi
- Shayan Poursharif
- Content type: Research article
- Open Access
- Published: 10 March 2021
- Article: 98
This is part of 1 collection: -
A novel model to label delirium in an intensive care unit from clinician actions
Authors
- Caitlin E. Coombes
- Kevin R. Coombes
- Naleef Fareed
- Content type: Research article
- Open Access
- Published: 09 March 2021
- Article: 97
This is part of 1 collection: -
A method for interoperable knowledge-based data quality assessment
Authors
- Erik Tute
- Irina Scheffner
- Michael Marschollek
- Content type: Research article
- Open Access
- Published: 09 March 2021
- Article: 93
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Transformer-based deep neural network language models for Alzheimer’s disease risk assessment from targeted speech
Authors
- Alireza Roshanzamir
- Hamid Aghajan
- Mahdieh Soleymani Baghshah
- Content type: Research article
- Open Access
- Published: 09 March 2021
- Article: 92
This is part of 1 collection: -
Combining structured and unstructured data in EMRs to create clinically-defined EMR-derived cohorts
Authors (first, second and last of 11)
- Charmaine S. Tam
- Janice Gullick
- David Brieger
- Content type: Research article
- Open Access
- Published: 08 March 2021
- Article: 91
This is part of 1 collection: -
The concept of justifiable healthcare and how big data can help us to achieve it
Authors (first, second and last of 6)
- Wim van Biesen
- Catherine Van Der Straeten
- Johan Decruyenaere
- Content type: Review
- Open Access
- Published: 06 March 2021
- Article: 87
This is part of 1 collection: