Volume 23, issue 1, December 2023
289 articles in this issue
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Predictive value of machine learning algorithm of coronary artery calcium score and clinical factors for obstructive coronary artery disease in hypertensive patients
Authors (first, second and last of 6)
- Minxian Wang
- Mengting Sun
- Da Yin
- Content type: Research
- Open Access
- Published: 30 October 2023
- Article: 244
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KAMPNet: multi-source medical knowledge augmented medication prediction network with multi-level graph contrastive learning
Authors (first, second and last of 5)
- Yang An
- Haocheng Tang
- Xiaopeng Wei
- Content type: Research
- Open Access
- Published: 30 October 2023
- Article: 243
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Dealing with missing data in laboratory test results used as a baseline covariate: results of multi-hospital cohort studies utilizing a database system contributing to MID-NET® in Japan
Authors (first, second and last of 4)
- Maki Komamine
- Yoshiaki Fujimura
- Tosiya Sato
- Content type: Research
- Open Access
- Published: 30 October 2023
- Article: 242
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The automatic detection of diabetic kidney disease from retinal vascular parameters combined with clinical variables using artificial intelligence in type-2 diabetes patients
Authors (first, second and last of 9)
- Shaomin Shi
- Ling Gao
- Xiaoyan Wu
- Content type: Research
- Open Access
- Published: 30 October 2023
- Article: 241
This is part of 2 collections: -
Validation of the Swedish Quality Register for Ear Surgery – SwedEar
Authors (first, second and last of 6)
- Malin Berglund
- Sara Olaison
- Ã…sa Bonnard
- Content type: Research
- Open Access
- Published: 26 October 2023
- Article: 240
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Expectation of clinical decision support systems: a survey study among nephrologist end-users
Authors (first, second and last of 11)
- Fruzsina Kotsis
- Helena Bächle
- Ulla T. Schultheiss
- Content type: Research
- Open Access
- Published: 26 October 2023
- Article: 239
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Quest markup for developing FAIR questionnaire modules for epidemiologic studies
Authors (first, second and last of 10)
- Daniel E. Russ
- Nicole M. Gerlanc
- Jonas S. Almeida
- Content type: Software
- Open Access
- Published: 25 October 2023
- Article: 238
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Individualized treatment decision model for inoperable elderly esophageal squamous cell carcinoma based on multi-modal data fusion
Authors (first, second and last of 9)
- Yong Huang
- Xiaoyu Huang
- Kai Xu
- Content type: Research
- Open Access
- Published: 23 October 2023
- Article: 237
This is part of 2 collections: -
Health care needs, eHealth literacy, use of mobile phone functionalities, and intention to use it for self-management purposes by informal caregivers of children with burns: a survey study
Authors (first, second and last of 7)
- Fatemeh Rangraz Jeddi
- Ehsan Nabovati
- Parissa Bagheri Toolaroud
- Content type: Research
- Open Access
- Published: 23 October 2023
- Article: 236
This is part of 2 collections: -
Identifying factors that affect the use of health information technology in the treatment and management of hypertension
Authors
- Aysan Faezi
- Hadi lotfnezhad Afshar
- Bahlol Rahimi
- Content type: Research
- Open Access
- Published: 23 October 2023
- Article: 235
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Impact of clinical decision support on controlled substance prescribing
Authors (first, second and last of 4)
- Rachel B. Seymour
- Meghan K. Wally
- PRIMUM Group
- Content type: Research
- Open Access
- Published: 20 October 2023
- Article: 234
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Correction: Development and validation of a case definition for problematic menopause in primary care electronic medical records
Authors (first, second and last of 9)
- Anh N. Q. Pham
- Michael Cummings
- Sue Ross
- Content type: Correction
- Open Access
- Published: 19 October 2023
- Article: 233
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Cardiac arrhythmia detection using deep learning approach and time frequency representation of ECG signals
Authors
- Yared Daniel Daydulo
- Bheema Lingaiah Thamineni
- Ahmed Ali Dawud
- Content type: Research
- Open Access
- Published: 19 October 2023
- Article: 232
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Escape to the future – a qualitative study of physicians’ views on the work environment, education, and support in a digital context
Authors (first, second and last of 4)
- Maria Hägglund
- Anna Kristensson Ekwall
- Nasim Farrokhnia
- Content type: Research
- Open Access
- Published: 19 October 2023
- Article: 231
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Application and interpretation of machine learning models in predicting the risk of severe obstructive sleep apnea in adults
Authors (first, second and last of 15)
- Yewen Shi
- Yitong Zhang
- Xiaoyong Ren
- Content type: Research
- Open Access
- Published: 19 October 2023
- Article: 230
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Using an adaptive network-based fuzzy inference system for prediction of successful aging: a comparison with common machine learning algorithms
Authors
- Azita Yazdani
- Mostafa Shanbehzadeh
- Hadi Kazemi-Arpanahi
- Content type: Research
- Open Access
- Published: 19 October 2023
- Article: 229
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Resource use and cost associated with computerized decision support system and usual care in managing patients with atrial fibrillation: analysis of IMPACT-AF randomized trial data
Authors (first, second and last of 12)
- Brittany Humphries
- Jafna L Cox
- Feng Xie
- Content type: Research
- Open Access
- Published: 18 October 2023
- Article: 228
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Development, implementation, and evaluation of neonatal thermoregulation decision support web application
Authors (first, second and last of 6)
- Raziyeh Beykmirza
- Elahe Rastkar Mehrabani
- Maryam Varzeshnejad
- Content type: Research
- Open Access
- Published: 18 October 2023
- Article: 227
This is part of 2 collections: -
Improving computerized decision support system interventions: a qualitative study combining the theoretical domains framework with the GUIDES Checklist
Authors (first, second and last of 6)
- Janet Yamada
- Andrew Kouri
- Samir Gupta
- Content type: Research
- Open Access
- Published: 18 October 2023
- Article: 226
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Interpreting deep learning models for glioma survival classification using visualization and textual explanations
Authors (first, second and last of 4)
- Michael Osadebey
- Qinghui Liu
- Kyrre E. Emblem
- Content type: Research
- Open Access
- Published: 18 October 2023
- Article: 225
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Database derived from an electronic medical record-based surveillance network of US emergency department patients with acute respiratory illness
Authors (first, second and last of 11)
- Jeffrey A. Kline
- Brian Reed
- Carlos A. Camargo Jr.
- Content type: Database
- Open Access
- Published: 17 October 2023
- Article: 224
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Effectiveness of evidence-based decision aids for women with pathogenic BRCA1 or BRCA2 variants in the german health care context: results from a randomized controlled trial
Authors (first, second and last of 9)
- Sibylle Kautz-Freimuth
- Marcus Redaèlli
- Stephanie Stock
- Content type: Research
- Open Access
- Published: 16 October 2023
- Article: 223
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Comprehensive information management system for a medical research cohort biobank based on quality by design
Authors
- Lianshuai Zheng
- Leilei Wang
- Content type: Research
- Open Access
- Published: 16 October 2023
- Article: 222
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Proposal of neural network model for neurocognitive rehabilitation and its comparison with fuzzy expert system model
Authors (first, second and last of 8)
- Martin Kotyrba
- Hashim Habiballa
- Vladena Jaremova
- Content type: Research
- Open Access
- Published: 16 October 2023
- Article: 221
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Prevalence and demographic variation of cardiovascular, renal, metabolic, and mental health conditions in 12 million english primary care records
Authors (first, second and last of 11)
- Jennifer Cooper
- Krishnarajah Nirantharakumar
- Shamil Haroon
- Content type: Research
- Open Access
- Published: 16 October 2023
- Article: 220
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Machine learning approach for the detection of vitamin D level: a comparative study
Authors
- Nuriye Sancar
- Sahar S. Tabrizi
- Content type: Research
- Open Access
- Published: 16 October 2023
- Article: 219
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The willingness to continue using wearable devices among the elderly: SEM and FsQCA analysis
Authors (first, second and last of 6)
- Ying Wang
- Liyan Lu
- Changyong Liang
- Content type: Research
- Open Access
- Published: 16 October 2023
- Article: 218
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Leveraging machine learning approaches for predicting potential Lyme disease cases and incidence rates in the United States using Twitter
Authors (first, second and last of 10)
- Srikanth Boligarla
- Elda Kokoè Elolo Laison
- Bouchra Nasri
- Content type: Research
- Open Access
- Published: 16 October 2023
- Article: 217
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Negation recognition in clinical natural language processing using a combination of the NegEx algorithm and a convolutional neural network
Authors (first, second and last of 7)
- Guillermo Argüello-González
- José Aquino-Esperanza
- Sebastian Menke
- Content type: Research
- Open Access
- Published: 13 October 2023
- Article: 216
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A comparison of random survival forest and Cox regression for prediction of mortality in patients with hemorrhagic stroke
Authors (first, second and last of 6)
- Yuxin Wang
- Yuhan Deng
- Baohua Liu
- Content type: Research
- Open Access
- Published: 13 October 2023
- Article: 215
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Intelligent identification system of gastric stromal tumors based on blood biopsy indicators
Authors (first, second and last of 10)
- Shangjun Han
- Meijuan Song
- Jing Yang
- Content type: Research
- Open Access
- Published: 13 October 2023
- Article: 214
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Construction and effect evaluation of prediction model for red blood cell transfusion requirement in cesarean section based on artificial intelligence
Authors (first, second and last of 9)
- Hang Chen
- Bowei Cao
- Chen Li
- Content type: Research
- Open Access
- Published: 12 October 2023
- Article: 213
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Antecedents predicting digital contact tracing acceptance: a systematic review and meta-analysis
Authors
- Kuang-Ming Kuo
- Content type: Research
- Open Access
- Published: 11 October 2023
- Article: 212
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Optimising ePrescribing in hospitals through the interoperability of systems and processes: a qualitative study in the UK, US, Norway and the Netherlands
Authors (first, second and last of 6)
- Catherine Heeney
- Matt Bouamrane
- Aziz Sheikh
- Content type: Research
- Open Access
- Published: 11 October 2023
- Article: 211
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Construction of a knowledge graph for breast cancer diagnosis based on Chinese electronic medical records: development and usability study
Authors (first, second and last of 8)
- Xiaolong Li
- Shuifa Sun
- Yirong Wu
- Content type: Research
- Open Access
- Published: 10 October 2023
- Article: 210
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Development of a knowledge-based healthcare-associated infections surveillance system in China
Authors (first, second and last of 6)
- Yu Cao
- Yaojun Niu
- Haojun Zhang
- Content type: Research
- Open Access
- Published: 10 October 2023
- Article: 209
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Associations between blood pressure control and clinical events suggestive of nutrition care documented in electronic health records of patients with hypertension
Authors
- April R. Williams
- Maria D. Thomson
- Erin L. Britton
- Content type: Research article
- Open Access
- Published: 09 October 2023
- Article: 208
This is part of 1 collection: -
Machine learning clinical prediction models for acute kidney injury: the impact of baseline creatinine on prediction efficacy
Authors (first, second and last of 7)
- Amir Kamel Rahimi
- Moji Ghadimi
- Sally Shrapnel
- Content type: Research
- Open Access
- Published: 09 October 2023
- Article: 207
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On Scene Injury Severity Prediction (OSISP) model for trauma developed using the Swedish Trauma Registry
Authors (first, second and last of 6)
- Anna Bakidou
- Eva-Corina Caragounis
- Stefan Candefjord
- Content type: Research
- Open Access
- Published: 09 October 2023
- Article: 206
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Prostate cancer detection using e-nose and AI for high probability assessment
Authors (first, second and last of 4)
- J. B. Talens
- J. Pelegri-Sebastia
- J. L. Ruiz
- Content type: Research
- Open Access
- Published: 06 October 2023
- Article: 205
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Research on the doctors’ win in crowdsourcing competitions: perspectives on service content and competitive environment
Authors
- Xiuxiu Zhou
- Shanshan Guo
- Hong Wu
- Content type: Research
- Open Access
- Published: 05 October 2023
- Article: 204
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Extracting the latent needs of dementia patients and caregivers from transcribed interviews in japanese: an initial assessment of the availability of morpheme selection as input data with Z-scores in machine learning
Authors (first, second and last of 7)
- Nanae Tanemura
- Tsuyoshi Sasaki
- Tsuyoshi Chiba
- Content type: Research
- Open Access
- Published: 05 October 2023
- Article: 203
This is part of 2 collections: -
Development and validation of a case definition for problematic menopause in primary care electronic medical records
Authors (first, second and last of 9)
- Anh N.Q. Pham
- Michael Cummings
- Sue Ross
- Content type: Research
- Open Access
- Published: 05 October 2023
- Article: 202
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Smartphone-based application to control and prevent overweight and obesity in children: design and evaluation
Authors (first, second and last of 6)
- Zahra Zare
- Elmira Hajizadeh
- Sorayya Rezayi
- Content type: Research
- Open Access
- Published: 04 October 2023
- Article: 201
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Development of a machine learning-based acuity score prediction model for virtual care settings
Authors (first, second and last of 4)
- Justin N. Hall
- Ron Galaev
- Shawn Mondoux
- Content type: Research
- Open Access
- Published: 03 October 2023
- Article: 200
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Design and development of a mobile-based self-care application for patients with depression and anxiety disorders
Authors (first, second and last of 4)
- Khadijeh Moulaei
- Kambiz Bahaadinbeigy
- Fatemeh Dinari
- Content type: Research
- Open Access
- Published: 02 October 2023
- Article: 199
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Opportunities and challenges of supervised machine learning for the classification of motor evoked potentials according to muscles
Authors (first, second and last of 6)
- Jonathan Wermelinger
- Qendresa Parduzi
- Kathleen Seidel
- Content type: Research
- Open Access
- Published: 02 October 2023
- Article: 198
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Machine learning prediction models for different stages of non-small cell lung cancer based on tongue and tumor marker: a pilot study
Authors (first, second and last of 8)
- Yulin Shi
- Hao Wang
- Jiatuo Xu
- Content type: Research
- Open Access
- Published: 29 September 2023
- Article: 197
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Procedure code overutilization detection from healthcare claims using unsupervised deep learning methods
Authors (first, second and last of 7)
- Michael Suesserman
- Samantha Gorny
- Sanmitra Bhattacharya
- Content type: Research
- Open Access
- Published: 28 September 2023
- Article: 196