Volume 21, issue 1, December 2021
325 articles in this issue
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Clinicians’ experiences of using and implementing a medical mobile phone app (QUiPP V2) designed to predict the risk of preterm birth and aid clinical decision making
Authors (first, second and last of 8)
- N. Carlisle
- H. A. Watson
- A. H. Shennan
- Content type: Research article
- Open Access
- Published: 18 November 2021
- Article: 320
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EOESGC: predicting miRNA-disease associations based on embedding of embedding and simplified graph convolutional network
Authors (first, second and last of 5)
- Shanchen Pang
- Yu Zhuang
- Sibo Qiao
- Content type: Research
- Open Access
- Published: 16 November 2021
- Article: 319
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Enhancing implementation of a standardized initial assessment for demand management in outpatient emergency care in Germany: a quantitative process evaluation
Authors (first, second and last of 4)
- Amanda Breckner
- Catharina Roth
- Michel Wensing
- Content type: Research
- Open Access
- Published: 16 November 2021
- Article: 318
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Bayesian network-based missing mechanism identification (BN-MMI) method in medical research
Authors
- Tingyan Yue
- Tao Zhang
- Content type: Research
- Open Access
- Published: 12 November 2021
- Article: 316
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Improved preventive care clinical decision-making efficiency: leveraging a point-of-care clinical decision support system
Authors
- Scott Laing
- Jay Mercer
- Content type: Research
- Open Access
- Published: 11 November 2021
- Article: 315
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Adapting the patient and physician versions of the 9-item shared decision making questionnaire for other healthcare providers in Japan
Authors (first, second and last of 8)
- Yuko Goto
- Yasuhiro Yamaguchi
- Hisayuki Miura
- Content type: Research
- Open Access
- Published: 11 November 2021
- Article: 314
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Diagnostic performance of classification trees and hematological functions in hematologic disorders: an application of multidimensional scaling and cluster analysis
Authors (first, second and last of 5)
- Fakher Rahim
- Anoshirvan Kazemnejad
- Kimiya Gohari
- Content type: Research
- Open Access
- Published: 10 November 2021
- Article: 313
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DRG grouping by machine learning: from expert-oriented to data-based method
Authors (first, second and last of 5)
- Xiaoting Liu
- Chenhao Fang
- Qi Zhao
- Content type: Research
- Open Access
- Published: 09 November 2021
- Article: 312
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Effect of deep learning-based assistive technology use on chest radiograph interpretation by emergency department physicians: a prospective interventional simulation-based study
Authors (first, second and last of 5)
- Ji Hoon Kim
- Sang Gil Han
- Song-Ee Baek
- Content type: Research
- Open Access
- Published: 08 November 2021
- Article: 311
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Establishing an expert consensus for the operational definitions of asthma-associated infectious and inflammatory multimorbidities for computational algorithms through a modified Delphi technique
Authors (first, second and last of 10)
- Jungwon Yoon
- Heather Billings
- Young J. Juhn
- Content type: Research article
- Open Access
- Published: 08 November 2021
- Article: 310
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Personal Electronic Records of Medications (PERMs) for medication reconciliation at care transitions: a rapid realist review
Authors (first, second and last of 7)
- Catherine Waldron
- Joan Cahill
- Tamasine Grimes
- Content type: Research
- Open Access
- Published: 03 November 2021
- Article: 307
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Implementation challenges and perception of care providers on Electronic Medical Records at St. Paul’s and Ayder Hospitals, Ethiopia
Authors (first, second and last of 5)
- Alemayehu Bisrat
- Dagne Minda
- Teshome Abegaz
- Content type: Research article
- Open Access
- Published: 02 November 2021
- Article: 306
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Interpretable time-aware and co-occurrence-aware network for medical prediction
Authors
- Chenxi Sun
- Hongna Dui
- Hongyan Li
- Content type: Technical advance
- Open Access
- Published: 02 November 2021
- Article: 305
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Prediction of long-term hospitalisation and all-cause mortality in patients with chronic heart failure on Dutch claims data: a machine learning approach
Authors (first, second and last of 7)
- Onno P. van der Galiën
- René C. Hoekstra
- Eric Boersma
- Content type: Research
- Open Access
- Published: 01 November 2021
- Article: 303
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A data driven learning approach for the assessment of data quality
Authors
- Erik Tute
- Nagarajan Ganapathy
- Antje Wulff
- Content type: Research
- Open Access
- Published: 01 November 2021
- Article: 302
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Application of machine learning to predict the occurrence of arrhythmia after acute myocardial infarction
Authors (first, second and last of 7)
- Suhuai Wang
- Jingjie Li
- Shaoqing Sun
- Content type: Research
- Open Access
- Published: 02 November 2021
- Article: 301
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Prevention and control of urinary tract stones using a smartphone-based self-care application: design and evaluation
Authors (first, second and last of 5)
- Leila Shahmoradi
- Amin Azizpour
- Sorayya Rezayi
- Content type: Research
- Open Access
- Published: 01 November 2021
- Article: 299
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Quantifying the impact of addressing data challenges in prediction of length of stay
Authors (first, second and last of 5)
- Amin Naemi
- Thomas Schmidt
- Uffe Kock Wiil
- Content type: Research
- Open Access
- Published: 30 October 2021
- Article: 298
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Assessing the suitability of general practice electronic health records for clinical prediction model development: a data quality assessment
Authors (first, second and last of 8)
- Sharmala Thuraisingam
- Patty Chondros
- Jo-Anne Manski-Nankervis
- Content type: Research
- Open Access
- Published: 30 October 2021
- Article: 297
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Factors of quality of care and their association with smartphone based PHR adoption in South Korean hospitals
Authors (first, second and last of 6)
- Byung Kwan Choi
- Young-Taek Park
- Sunghong Kang
- Content type: Research article
- Open Access
- Published: 29 October 2021
- Article: 296
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Multi-infusion with integrated multiple pressure sensing allows earlier detection of line occlusions
Authors (first, second and last of 6)
- Frank Doesburg
- Roy Oelen
- Maarten W. Nijsten
- Content type: Research
- Open Access
- Published: 28 October 2021
- Article: 295
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Machine learning with asymmetric abstention for biomedical decision-making
Authors
- Mariem Gandouz
- Hajo Holzmann
- Dominik Heider
- Content type: Research
- Open Access
- Published: 26 October 2021
- Article: 294
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Evaluation of the implementation process of the mobile health platform ‘WelTel’ in six sites in East Africa and Canada using the modified consolidated framework for implementation research (mCFIR)
Authors (first, second and last of 12)
- Samia El Joueidi
- Kevin Bardosh
- Richard Lester
- Content type: Research article
- Open Access
- Published: 26 October 2021
- Article: 293
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The impact of the emergency medical services (EMS) automation system on patient care process and user workflow
Authors (first, second and last of 4)
- Faezeh Afzali
- Yunes Jahani
- Reza khajouei
- Content type: Research
- Open Access
- Published: 25 October 2021
- Article: 292
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A machine learning classifier approach for identifying the determinants of under-five child undernutrition in Ethiopian administrative zones
Authors
- Haile Mekonnen Fenta
- Temesgen Zewotir
- Essey Kebede Muluneh
- Content type: Research
- Open Access
- Published: 24 October 2021
- Article: 291
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Applying artificial neural network for early detection of sepsis with intentionally preserved highly missing real-world data for simulating clinical situation
Authors
- Yao-Yi Kuo
- Shu-Tien Huang
- Hung-Wen Chiu
- Content type: Research
- Open Access
- Published: 22 October 2021
- Article: 290
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A statistical quality assessment method for longitudinal observations in electronic health record data with an application to the VA million veteran program
Authors (first, second and last of 8)
- Hui Wang
- Ilana Belitskaya-Levy
- on behalf of VA Million Veteran Program
- Content type: Research
- Open Access
- Published: 20 October 2021
- Article: 289
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Predictive modeling for 14-day unplanned hospital readmission risk by using machine learning algorithms
Authors (first, second and last of 5)
- Yu-Tai Lo
- Jay Chiehen Liao
- Cheng-Te Li
- Content type: Research
- Open Access
- Published: 20 October 2021
- Article: 288
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Assessment of quality of routine health information system data and associated factors among departments in public health facilities of Harari region, Ethiopia
Authors (first, second and last of 5)
- Adisu Tafari Shama
- Hirbo Shore Roba
- Negga Baraki
- Content type: Research
- Open Access
- Published: 19 October 2021
- Article: 287
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Sustainability of a mobile phone application-based data reporting system in Myanmar’s malaria elimination program: a qualitative study
Authors (first, second and last of 17)
- Win Han Oo
- Kaung Myat Thu
- Freya J. I. Fowkes
- Content type: Research
- Open Access
- Published: 18 October 2021
- Article: 285
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Application of Bayesian network and regression method in treatment cost prediction
Authors (first, second and last of 6)
- Li-Li Tong
- Jin-Bo Gu
- Ai-Yun Yan
- Content type: Research
- Open Access
- Published: 16 October 2021
- Article: 284
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U-Net combined with multi-scale attention mechanism for liver segmentation in CT images
Authors (first, second and last of 9)
- Jiawei Wu
- Shengqiang Zhou
- Deguang Wang
- Content type: Research
- Open Access
- Published: 15 October 2021
- Article: 283
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The impact of data from remote measurement technology on the clinical practice of healthcare professionals in depression, epilepsy and multiple sclerosis: survey
Authors (first, second and last of 7)
- J. A. Andrews
- M. P. Craven
- The RADAR-CNS Consortium
- Content type: Research
- Open Access
- Published: 13 October 2021
- Article: 282
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An informatics consult approach for generating clinical evidence for treatment decisions
Authors (first, second and last of 29)
- Alvina G. Lai
- Wai Hoong Chang
- Harry Hemingway
- Content type: Research article
- Open Access
- Published: 12 October 2021
- Article: 281
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Determining the effect of tele-rehabilitation on patients with stutter using the goal attainment scaling (GAS)
Authors
- Maryam Eslami Jahromi
- Leila Ahmadian
- Content type: Research
- Open Access
- Published: 12 October 2021
- Article: 280
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The impact of a computerized physician order entry system implementation on 20 different criteria of medication documentation—a before-and-after study
Authors (first, second and last of 5)
- Viktoria Jungreithmayr
- Andreas D. Meid
- Hanna M. Seidling
- Content type: Research
- Open Access
- Published: 11 October 2021
- Article: 279
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Correction to: Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study
Authors (first, second and last of 7)
- Joanna Dagard
- Nadia Mazille-Orfanos
- Alain Beuchée
- Content type: Correction
- Open Access
- Published: 05 October 2021
- Article: 277
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Correction to: Skills and key education needed for clinical librarians: an exploratory study from the librarians’ perspectives
Authors (first, second and last of 6)
- Maryam Zarghani
- Leila Nemati-Anaraki
- Maryam Khazaee-Pool
- Content type: Correction
- Open Access
- Published: 04 October 2021
- Article: 276
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A framework for validating AI in precision medicine: considerations from the European ITFoC consortium
Authors (first, second and last of 34)
- Rosy Tsopra
- Xose Fernandez
- Anita Burgun
- Content type: Research article
- Open Access
- Published: 02 October 2021
- Article: 274
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Applying nonlinear measures to the brain rhythms: an effective method for epilepsy diagnosis
Authors
- Ali Torabi
- Mohammad Reza Daliri
- Content type: Research
- Open Access
- Published: 24 September 2021
- Article: 270
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Criteria for assessing the quality of clinical practice guidelines in paediatrics and neonatology: a mixed-method study
Authors (first, second and last of 7)
- Joanna Dagard
- Nadia Mazille-Orfanos
- Alain Beuchée
- Content type: Research article
- Open Access
- Published: 21 September 2021
- Article: 269
This is part of 1 collection: -
Use of large scale EHR data to evaluate A1c utilization among sickle cell disease patients
Authors (first, second and last of 5)
- Shivani Sivasankar
- An-Lin Cheng
- Mark A. Hoffman
- Content type: Research
- Open Access
- Published: 18 September 2021
- Article: 268
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An automated data cleaning method for Electronic Health Records by incorporating clinical knowledge
Authors (first, second and last of 6)
- Xi Shi
- Charlotte Prins
- Bart De Moor
- Content type: Research
- Open Access
- Published: 17 September 2021
- Article: 267
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Privacy-preserving dataset combination and Lasso regression for healthcare predictions
Authors (first, second and last of 12)
- Marie Beth van Egmond
- Gabriele Spini
- Milena Kooij-Janic
- Content type: Research
- Open Access
- Published: 16 September 2021
- Article: 266
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Modeling count data for health care utilization: an empirical study of outpatient visits among Vietnamese older people
Authors
- Duc Dung Le
- Roberto Leon Gonzalez
- Joseph Upile Matola
- Content type: Research article
- Open Access
- Published: 15 September 2021
- Article: 265
This is part of 1 collection: -
Factors associated with access to assistive technology and telecare in home-dwelling people with dementia: baseline data from the LIVE@Home.Path trial
Authors (first, second and last of 7)
- Nathalie Genevieve Puaschitz
- Frode Fadnes Jacobsen
- Bettina Sandgathe Husebo
- Content type: Research
- Open Access
- Published: 15 September 2021
- Article: 264
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Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers
Authors (first, second and last of 9)
- Yuta Nakamura
- Shouhei Hanaoka
- Osamu Abe
- Content type: Research
- Open Access
- Published: 11 September 2021
- Article: 262
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Development and assessment of the usability of a web-based referral to treatment tool for persons with substance use disorders
Authors (first, second and last of 7)
- Kelli Thoele
- Mengmeng Yu
- Ukamaka M. Oruche
- Content type: Software
- Open Access
- Published: 08 September 2021
- Article: 260
This is part of 1 collection: -
Common patient-reported outcomes across ICHOM Standard Sets: the potential contribution of PROMIS®
Authors (first, second and last of 6)
- Caroline B. Terwee
- Marloes Zuidgeest
- Leo D. Roorda
- Content type: Research article
- Open Access
- Published: 06 September 2021
- Article: 259
This is part of 1 collection: