Volume 22, issue 1, December 2022
330 articles in this issue
-
-
OntoPharma: ontology based clinical decision support system to reduce medication prescribing errors
Authors (first, second and last of 6)
- Elena Calvo-Cidoncha
- Concepción Camacho-Hernando
- Raimundo Lozano-Rubí
- Content type: Research
- Open Access
- Published: 10 September 2022
- Article: 238
-
Is primary health care ready for artificial intelligence? What do primary health care stakeholders say?
Authors (first, second and last of 14)
- Amanda L. Terry
- Jacqueline K. Kueper
- Daniel J. Lizotte
- Content type: Research
- Open Access
- Published: 09 September 2022
- Article: 237
-
Comparing machine learning algorithms to predict 5-year survival in patients with chronic myeloid leukemia
Authors (first, second and last of 4)
- Mostafa Shanbehzadeh
- Mohammad Reza Afrash
- Hadi Kazemi-Arpanahi
- Content type: Research
- Open Access
- Published: 06 September 2022
- Article: 236
-
BertSRC: transformer-based semantic relation classification
Authors
- Yeawon Lee
- Jinseok Son
- Min Song
- Content type: Research
- Open Access
- Published: 06 September 2022
- Article: 234
-
Detection of statin-induced rhabdomyolysis and muscular related adverse events through data mining technique
Authors (first, second and last of 5)
- Patratorn Kunakorntham
- Oraluck Pattanaprateep
- Ammarin Thakkinstian
- Content type: Research
- Open Access
- Published: 05 September 2022
- Article: 233
-
Machine learning algorithms for predicting low birth weight in Ethiopia
Authors
- Wondesen Teshome Bekele
- Content type: Research
- Open Access
- Published: 05 September 2022
- Article: 232
-
Electronic prescription system requirements: a scoping review
Authors (first, second and last of 6)
- Marjan Vejdani
- Mehdi Varmaghani
- Ali Vafaee-Najar
- Content type: Research
- Open Access
- Published: 03 September 2022
- Article: 231
-
Diagnosis of cardiac abnormalities based on phonocardiogram using a novel fuzzy matching feature extraction method
Authors (first, second and last of 9)
- Wanrong Yang
- Jiajie Xu
- Wang Li
- Content type: Research
- Open Access
- Published: 02 September 2022
- Article: 230
-
Automated extraction of information of lung cancer staging from unstructured reports of PET-CT interpretation: natural language processing with deep-learning
Authors (first, second and last of 7)
- Hyung Jun Park
- Namu Park
- Chang-Min Choi
- Content type: Research
- Open Access
- Published: 01 September 2022
- Article: 229
-
Developing machine learning-based models to predict intrauterine insemination (IUI) success by address modeling challenges in imbalanced data and providing modification solutions for them
Authors (first, second and last of 6)
- Sajad Khodabandelu
- Zahra Basirat
- Masoumeh Golsorkhtabaramiri
- Content type: Research
- Open Access
- Published: 01 September 2022
- Article: 228
-
Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes
Authors (first, second and last of 6)
- Deepika Verma
- Duncan Jansen
- Wendy Oude Nijeweme d’Hollosy
- Content type: Research
- Open Access
- Published: 01 September 2022
- Article: 227
-
On the analysis of data augmentation methods for spectral imaged based heart sound classification using convolutional neural networks
Authors
- George Zhou
- Yunchan Chen
- Candace Chien
- Content type: Research
- Open Access
- Published: 29 August 2022
- Article: 226
-
Evaluation and optimization of novel extraction algorithms for the automatic detection of atrial activations recorded within the pulmonary veins during atrial fibrillation
Authors (first, second and last of 10)
- Yann Prudat
- Adrian Luca
- Patrizio Pascale
- Content type: Research
- Open Access
- Published: 28 August 2022
- Article: 225
-
Development and evaluation of uncertainty quantifying machine learning models to predict piperacillin plasma concentrations in critically ill patients
Authors (first, second and last of 12)
- Jarne Verhaeghe
- Sofie A. M. Dhaese
- Sofie Van Hoecke
- Content type: Research
- Open Access
- Published: 25 August 2022
- Article: 224
-
Concordance between influential adverse treatment outcomes and localized prostate cancer treatment decisions
Authors (first, second and last of 7)
- Rachel A. Pozzar
- Niya Xiong
- Donna L. Berry
- Content type: Research
- Open Access
- Published: 24 August 2022
- Article: 223
-
Machine learning-based prediction of fainting during blood donations using donor properties and weather data as features
Authors (first, second and last of 4)
- Susanne Suessner
- Norbert Niklas
- Jens Meier
- Content type: Research
- Open Access
- Published: 20 August 2022
- Article: 222
-
Acceptance of clinical decision support system to prevent venous thromboembolism among nurses: an extension of the UTAUT model
Authors (first, second and last of 10)
- Huixian Zha
- Kouying Liu
- Weiping Xie
- Content type: Research
- Open Access
- Published: 19 August 2022
- Article: 221
-
The development of a web-based app employing machine learning for delirium prevention in long-term care facilities in South Korea
Authors (first, second and last of 4)
- Kyoung Ja Moon
- Chang-Sik Son
- Mina Park
- Content type: Research
- Open Access
- Published: 17 August 2022
- Article: 220
-
Validation of the German eHealth impact questionnaire for online health information users affected by multiple sclerosis
Authors (first, second and last of 9)
- Anna Sippel
- Karin Riemann-Lorenz
- Christoph Heesen
- Content type: Research
- Open Access
- Published: 16 August 2022
- Article: 219
-
Fuzzy constraint-based agent negotiation framework for doctor-patient shared decision-making
Authors (first, second and last of 6)
- Kaibiao Lin
- Yong Liu
- Feiping Hong
- Content type: Research
- Open Access
- Published: 13 August 2022
- Article: 218
-
Human-centered design of clinical decision support for management of hypertension with chronic kidney disease
Authors (first, second and last of 6)
- Pamela M. Garabedian
- Michael P. Gannon
- Lipika Samal
- Content type: Research
- Open Access
- Published: 13 August 2022
- Article: 217
-
Detection of developmental dysplasia of the hip in X-ray images using deep transfer learning
Authors (first, second and last of 4)
- Mohammad Fraiwan
- Noran Al-Kofahi
- Omar Hanatleh
- Content type: Research
- Open Access
- Published: 13 August 2022
- Article: 216
-
Digital health for emotional and self-management support of caregivers of children receiving growth hormone treatment: a feasibility study protocol
Authors (first, second and last of 5)
- Sergio Cervera-Torres
- Francisco José Núñez-Benjumea
- Luis Fernández-Luque
- Content type: Study protocol
- Open Access
- Published: 13 August 2022
- Article: 215
-
Leveraging artificial intelligence and data science techniques in harmonizing, sharing, accessing and analyzing SARS-COV-2/COVID-19 data in Rwanda (LAISDAR Project): study design and rationale
Authors (first, second and last of 23)
- Aurore Nishimwe
- Charles Ruranga
- Marc Twagirumukiza
- Content type: Research
- Open Access
- Published: 12 August 2022
- Article: 214
-
DQAgui: a graphical user interface for the MIRACUM data quality assessment tool
Authors (first, second and last of 7)
- Jonathan M. Mang
- Susanne A. Seuchter
- Lorenz A. Kapsner
- Content type: Research
- Open Access
- Published: 11 August 2022
- Article: 213
-
Research on early warning of renal damage in hypertensive patients based on the stacking strategy
Authors (first, second and last of 7)
- Qiubo Bi
- Zemin Kuang
- Xing Liu
- Content type: Research article
- Open Access
- Published: 09 August 2022
- Article: 212
-
The test characteristics of a biased or ignorant diagnostician
Authors
- Amnon Sonnenberg
- Content type: Research
- Open Access
- Published: 09 August 2022
- Article: 211
-
Examining the adoption and implementation of behavioral electronic health records by healthcare professionals based on the clinical adoption framework
Authors (first, second and last of 8)
- Sooyoung Yoo
- Kahyun Lim
- Hee Hwang
- Content type: Research
- Open Access
- Published: 08 August 2022
- Article: 210
-
A novel EEG-based major depressive disorder detection framework with two-stage feature selection
Authors (first, second and last of 7)
- Yujie Li
- Yingshan Shen
- Wenjun Ma
- Content type: Research
- Open Access
- Published: 06 August 2022
- Article: 209
-
Qualitative analysis of shared decision-making for chemoprevention in the primary care setting: provider-related barriers
Authors (first, second and last of 7)
- Tarsha Jones
- Thomas Silverman
- Katherine D. Crew
- Content type: Research
- Open Access
- Published: 04 August 2022
- Article: 208
-
Challenges of Telemedicine during the COVID-19 pandemic: a systematic review
Authors (first, second and last of 5)
- Racha Ftouni
- Baraa AlJardali
- Nariman Salem
- Content type: Research
- Open Access
- Published: 03 August 2022
- Article: 207
-
Mobile health platform based on user-centered design to promote exercise for patients with peripheral artery disease
Authors
- Mihui Kim
- Yesol Kim
- Mona Choi
- Content type: Research
- Open Access
- Published: 02 August 2022
- Article: 206
-
Machine learning algorithms’ accuracy in predicting kidney disease progression: a systematic review and meta-analysis
Authors (first, second and last of 14)
- Nuo Lei
- Xianlong Zhang
- Yifan Wu
- Content type: Research
- Open Access
- Published: 01 August 2022
- Article: 205
-
The impact of changes in coding on mortality reports using the example of sepsis
Authors (first, second and last of 8)
- Catherine Atkin
- Tanya Pankhurst
- Simon Ball
- Content type: Research
- Open Access
- Published: 01 August 2022
- Article: 204
-
An interpretable neural network for outcome prediction in traumatic brain injury
Authors (first, second and last of 7)
- Cristian Minoccheri
- Craig A. Williamson
- Kayvan Najarian
- Content type: Research
- Open Access
- Published: 01 August 2022
- Article: 203
-
Mobile health application for Thai women: investigation and model
Authors
- Chalermpon Kongjit
- Acrapol Nimmolrat
- Achara Khamaksorn
- Content type: Research
- Open Access
- Published: 30 July 2022
- Article: 202
-
A multi-layer soft lattice based model for Chinese clinical named entity recognition
Authors (first, second and last of 5)
- Shuli Guo
- Wentao Yang
- Guowei Wang
- Content type: Research
- Open Access
- Published: 30 July 2022
- Article: 201
-
Automatic text classification of actionable radiology reports of tinnitus patients using bidirectional encoder representations from transformer (BERT) and in-domain pre-training (IDPT)
Authors (first, second and last of 11)
- Jia Li
- Yucong Lin
- Zhenchang Wang
- Content type: Research
- Open Access
- Published: 30 July 2022
- Article: 200
-
Preference and usage pattern of mobile medical apps for drug information purposes among hospital pharmacists in Sarawak, Malaysia
Authors (first, second and last of 4)
- Boon Phiaw Kho
- Sheng Ming Andy Wong
- Eon Liew
- Content type: Research
- Open Access
- Published: 29 July 2022
- Article: 199
-
Adapting user-centered design principles to improve communication of peer parent narratives on pediatric tracheostomy
Authors (first, second and last of 6)
- Haoyang Yan
- Stephanie K. Kukora
- Brian J. Zikmund-Fisher
- Content type: Research
- Open Access
- Published: 25 July 2022
- Article: 197
-
Combining symbolic regression with the Cox proportional hazards model improves prediction of heart failure deaths
Authors
- Casper Wilstrup
- Chris Cave
- Content type: Research
- Open Access
- Published: 25 July 2022
- Article: 196
-
Prediction of lymphedema occurrence in patients with breast cancer using the optimized combination of ensemble learning algorithm and feature selection
Authors (first, second and last of 4)
- Anaram Yaghoobi Notash
- Aidin Yaghoobi Notash
- Shahpar Haghighat
- Content type: Research
- Open Access
- Published: 25 July 2022
- Article: 195
-
A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID‐19 patients
Authors (first, second and last of 11)
- M. Pishgar
- S. Harford
- H. Darabi
- Content type: Research
- Open Access
- Published: 25 July 2022
- Article: 194
-
Online selection of a physician by patients: the impression formation perspective
Authors (first, second and last of 4)
- Zhengwei Huang
- Chen Duan
- Ribesh Khanal
- Content type: Research
- Open Access
- Published: 25 July 2022
- Article: 193
-
Application of machine learning models based on decision trees in classifying the factors affecting mortality of COVID-19 patients in Hamadan, Iran
Authors (first, second and last of 4)
- Samad Moslehi
- Niloofar Rabiei
- Mojgan Mamani
- Content type: Research
- Open Access
- Published: 24 July 2022
- Article: 192
-
Factors influencing the elderly’s adoption of mHealth: an empirical study using extended UTAUT2 model
Authors (first, second and last of 4)
- Jahir Uddin Palas
- Golam Sorwar
- Achchuthan Sivabalan
- Content type: Research
- Open Access
- Published: 24 July 2022
- Article: 191
-
Patient subgrouping with distinct survival rates via integration of multiomics data on a Grassmann manifold
Authors (first, second and last of 5)
- Ali Alfatemi
- Hong Peng
- Hongmin Cai
- Content type: Research
- Open Access
- Published: 23 July 2022
- Article: 190
-
Obtaining patients’ medical history using a digital device prior to consultation in primary care: study protocol for a usability and validity study
Authors (first, second and last of 6)
- Klara Albrink
- Carla Joos
- Eva Maria Noack
- Content type: Study protocol
- Open Access
- Published: 19 July 2022
- Article: 189
-
Correction to: Decision aids linked to the recommendations in clinical practice guidelines: results of the acceptability of a decision aid for patients with generalized anxiety disorder
Authors (first, second and last of 9)
- Vanesa Ramos-García
- Lilisbeth Perestelo-Pérez
- Pedro Serrano-Aguilar
- Content type: Correction
- Open Access
- Published: 18 July 2022
- Article: 188