Volume 23, issue 1, December 2023
289 articles in this issue
-
-
Prediction performance of the machine learning model in predicting mortality risk in patients with traumatic brain injuries: a systematic review and meta-analysis
Authors
- Jue Wang
- Ming Jing Yin
- Han Chun Wen
- Content type: Research
- Open Access
- Published: 29 July 2023
- Article: 142
-
Descriptive forest: experiments on a novel tree-structure-generalization method for describing cardiovascular diseases
Authors
- Peera Liewlom
- Content type: Research
- Open Access
- Published: 28 July 2023
- Article: 141
-
Using the sociotechnical model to conduct a focused usability assessment of a breast reconstruction decision tool
Authors (first, second and last of 7)
- Randi Foraker
- Crystal Phommasathit
- Mary C. Politi
- Content type: Research
- Open Access
- Published: 28 July 2023
- Article: 140
-
Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm
Authors (first, second and last of 8)
- Annisa Darmawahyuni
- Siti Nurmaini
- Firdaus Firdaus
- Content type: Research
- Open Access
- Published: 28 July 2023
- Article: 139
-
The accuracy of artificial intelligence used for non-melanoma skin cancer diagnoses: a meta-analysis
Authors
- Kuang Ming Kuo
- Paul C. Talley
- Chao-Sheng Chang
- Content type: Research
- Open Access
- Published: 28 July 2023
- Article: 138
-
XGBoost-SHAP-based interpretable diagnostic framework for alzheimer’s disease
Authors (first, second and last of 10)
- Fuliang Yi
- Hui Yang
- Hongmei Yu
- Content type: Research
- Open Access
- Published: 25 July 2023
- Article: 137
-
Chinese medical entity recognition based on the dual-branch TENER model
Authors (first, second and last of 4)
- Hui Peng
- Zhichang Zhang
- Xiaohui Qin
- Content type: Research
- Open Access
- Published: 24 July 2023
- Article: 136
-
Shared decision-making in physiotherapy: a cross-sectional study of patient involvement factors and issues in Japan
Authors (first, second and last of 5)
- Tatsuya Ogawa
- Shuhei Fujimoto
- Shu Morioka
- Content type: Research
- Open Access
- Published: 24 July 2023
- Article: 135
This is part of 2 collections: -
Comparing the performance of machine learning and conventional models for predicting atherosclerotic cardiovascular disease in a general Chinese population
Authors (first, second and last of 7)
- Zihao Fan
- Zhi Du
- Yingxian Sun
- Content type: Research
- Open Access
- Published: 24 July 2023
- Article: 134
-
Short-term prognostic models for severe acute kidney injury patients receiving prolonged intermittent renal replacement therapy based on machine learning
Authors (first, second and last of 6)
- Wenqian Wei
- Zhefei Cai
- Shu Rong
- Content type: Research
- Open Access
- Published: 24 July 2023
- Article: 133
-
Quality indices for topic model selection and evaluation: a literature review and case study
Authors (first, second and last of 6)
- Christopher Meaney
- Therese A. Stukel
- Michael Escobar
- Content type: Research article
- Open Access
- Published: 22 July 2023
- Article: 132
-
Non-invasive arterial blood pressure measurement and SpO2 estimation using PPG signal: a deep learning framework
Authors (first, second and last of 9)
- Yan Chu
- Kaichen Tang
- Shayan Shams
- Content type: Research
- Open Access
- Published: 21 July 2023
- Article: 131
-
An intelligent decision support system for acute postoperative endophthalmitis: design, development and evaluation of a smartphone application
Authors (first, second and last of 7)
- Mahdi Shaeri
- Nasser Shoeibi
- Azam Salehzadeh
- Content type: Research
- Open Access
- Published: 21 July 2023
- Article: 130
-
Machine learning-based mortality prediction models for smoker COVID-19 patients
Authors
- Ali Sharifi-Kia
- Azin Nahvijou
- Abbas Sheikhtaheri
- Content type: Research
- Open Access
- Published: 21 July 2023
- Article: 129
-
A mobile health application for patients eligible for statin therapy: app development and qualitative feedback on design and usability
Authors (first, second and last of 5)
- Weidan Cao
- Lang Li
- M. Wesley Milks
- Content type: Research
- Open Access
- Published: 19 July 2023
- Article: 128
-
Liver function test indices-based prediction model for post-stroke depression: a multicenter, retrospective study
Authors (first, second and last of 6)
- Jun Gong
- Yalian Zhang
- Huilai Wang
- Content type: Research
- Open Access
- Published: 19 July 2023
- Article: 127
-
RegEMR: a natural language processing system to automatically identify premature ovarian decline from Chinese electronic medical records
Authors (first, second and last of 9)
- Jie Cai
- Shenglin Chen
- Shiling Chen
- Content type: Research
- Open Access
- Published: 18 July 2023
- Article: 126
-
Development and validation of prediction model for overall survival in patients with lymphoma: a prospective cohort study in China
Authors (first, second and last of 6)
- Xiaosheng Li
- Yue Chen
- Haike Lei
- Content type: Research
- Open Access
- Published: 17 July 2023
- Article: 125
-
Machine learning applications for early detection of esophageal cancer: a systematic review
Authors (first, second and last of 4)
- Farhang Hosseini
- Farkhondeh Asadi
- Mahdi Ebnali
- Content type: Research
- Open Access
- Published: 17 July 2023
- Article: 124
-
Designing and evaluating the children’s developmental motor disorders system: an experience from a developing country
Authors (first, second and last of 6)
- Elahe Gozali
- Reza Safdari
- Malihe Sadeghi
- Content type: Research
- Open Access
- Published: 17 July 2023
- Article: 123
-
Deep learning for histopathological segmentation of smooth muscle in the urinary bladder
Authors (first, second and last of 5)
- Sridevi K. Subramanya
- Rui Li
- Feng Cui
- Content type: Research
- Open Access
- Published: 15 July 2023
- Article: 122
-
Using artificial intelligence to identify patients with migraine and associated symptoms and conditions within electronic health records
Authors (first, second and last of 6)
- Daniel Riskin
- Roger Cady
- Steven Kymes
- Content type: Research
- Open Access
- Published: 14 July 2023
- Article: 121
-
Prognostic models for breast cancer: based on logistics regression and Hybrid Bayesian Network
Authors (first, second and last of 7)
- Fan Su
- Jianqian Chao
- Jiaying Han
- Content type: Research
- Open Access
- Published: 13 July 2023
- Article: 120
-
Development of a novel drug information provision system for Kampo medicine using natural language processing technology
Authors (first, second and last of 15)
- Ayako Maeda-Minami
- Tetsuhiro Yoshino
- Junzo Kamei
- Content type: Research
- Open Access
- Published: 13 July 2023
- Article: 119
-
How can social robot use cases in healthcare be pushed - with an interoperable programming interface
Authors (first, second and last of 4)
- Robin Glauser
- Jürgen Holm
- Thomas Bürkle
- Content type: Software
- Open Access
- Published: 11 July 2023
- Article: 118
-
Forecasting the daily demand for emergency medical ambulances in England and Wales: a benchmark model and external validation
Authors (first, second and last of 5)
- Thomas Monks
- Alison Harper
- Andrew Mayne
- Content type: Research
- Open Access
- Published: 11 July 2023
- Article: 117
-
Integrated personal health record (PHR) security: requirements and mechanisms
Authors (first, second and last of 4)
- Azamossadat Hosseini
- Hassan Emami
- Somayeh Paydar
- Content type: Research
- Open Access
- Published: 10 July 2023
- Article: 116
-
Perturbing BEAMs: EEG adversarial attack to deep learning models for epilepsy diagnosing
Authors (first, second and last of 6)
- Jianfeng Yu
- Kai Qiu
- Yongfeng Cao
- Content type: Research
- Open Access
- Published: 06 July 2023
- Article: 115
-
Getting specific: participation preference in urooncological decision-making
Authors (first, second and last of 6)
- Björn Büdenbender
- Anja K. Köther
- Georg W. Alpers
- Content type: Research article
- Open Access
- Published: 06 July 2023
- Article: 114
-
Design and implementation of a web-based, respondent-driven sampling solution
Authors (first, second and last of 8)
- Catherine R. McGowan
- Promise Ekoriko
- Francesco Checchi
- Content type: Software
- Open Access
- Published: 05 July 2023
- Article: 113
-
Correction to: Predicting polypharmacy in half a million adults in the Iranian population: comparison of machine learning algorithms
Authors
- Maryam Seyedtabib
- Naser Kamyari
- Content type: Correction
- Open Access
- Published: 22 June 2023
- Article: 112
-
Development and analysis of quality assessment tools for different types of patient information – websites, decision aids, question prompt lists, and videos
Authors
- Lena Josfeld
- Jutta Huebner
- On behalf of the Working Group Prevention and Integrative Oncology in the German Cancer Society
- Content type: Research article
- Open Access
- Published: 21 June 2023
- Article: 111
-
Comparison of causal forest and regression-based approaches to evaluate treatment effect heterogeneity: an application for type 2 diabetes precision medicine
Authors (first, second and last of 7)
- Ashwini Venkatasubramaniam
- Bilal A. Mateen
- John M. Dennis
- Content type: Research
- Open Access
- Published: 16 June 2023
- Article: 110
This is part of 2 collections: -
Correction to: Adaptation and validation of a coding algorithm for the Charlson Comorbidity Index in administrative claims data using the SNOMED CT standardized vocabulary
Authors
- Stephen P. Fortin
- Jenna Reps
- Patrick Ryan
- Content type: Correction
- Open Access
- Published: 15 June 2023
- Article: 109
-
Evaluating machine learning algorithms to Predict 30-day Unplanned REadmission (PURE) in Urology patients
Authors (first, second and last of 5)
- Koen Welvaars
- Michel P. J. van den Bekerom
- OLVG Urology Consortium
- Content type: Research article
- Open Access
- Published: 13 June 2023
- Article: 108
-
Construction of the XGBoost model for early lung cancer prediction based on metabolic indices
Authors (first, second and last of 7)
- Xiuliang Guan
- Yue Du
- Xiaofeng Li
- Content type: Research article
- Open Access
- Published: 13 June 2023
- Article: 107
This is part of 1 collection: -
Development and usability evaluation of a mHealth application for albinism self-management
Authors (first, second and last of 4)
- Saman Mortezaei
- Reza Rabiei
- Hassan Emami
- Content type: Research
- Open Access
- Published: 13 June 2023
- Article: 106
-
Using machine learning to develop a clinical prediction model for SSRI-associated bleeding: a feasibility study
Authors (first, second and last of 13)
- Jatin Goyal
- Ding Quan Ng
- Christine Luu Cadiz
- Content type: Research article
- Open Access
- Published: 11 June 2023
- Article: 105
-
Interpretable machine learning models for hospital readmission prediction: a two-step extracted regression tree approach
Authors (first, second and last of 5)
- Xiaoquan Gao
- Sabriya Alam
- Nan Kong
- Content type: Research
- Open Access
- Published: 05 June 2023
- Article: 104
-
Developing a mobile health application for wound telemonitoring: a pilot study on abdominal surgeries post-discharge care
Authors (first, second and last of 5)
- Tayebeh Baniasadi
- Mehdi Hassaniazad
- Marjan Ghazisaeedi
- Content type: Research
- Open Access
- Published: 02 June 2023
- Article: 103
-
Using a decision tree algorithm to distinguish between repeated supra-therapeutic and acute acetaminophen exposures
Authors (first, second and last of 5)
- Omid Mehrpour
- Christopher Hoyte
- Foster Goss
- Content type: Research
- Open Access
- Published: 01 June 2023
- Article: 102
-
Exploring sex disparities in cardiovascular disease risk factors using principal component analysis and latent class analysis techniques
Authors
- Gamal Saad Mohamed Khamis
- Sultan Munadi Alanazi
- Content type: Research
- Open Access
- Published: 25 May 2023
- Article: 101
-
Digital communication and virtual reality for extending the behavioural treatment of obesity – the patients’ perspective: results of an online survey in Germany
Authors (first, second and last of 8)
- Claudia Luck-Sikorski
- Regine Hochrein
- Natascha-Alexandra Weinberger
- Content type: Research
- Open Access
- Published: 24 May 2023
- Article: 100
-
Risk prediction of heart failure in patients with ischemic heart disease using network analytics and stacking ensemble learning
Authors (first, second and last of 4)
- Dejia Zhou
- Hang Qiu
- Minghui Shen
- Content type: Research
- Open Access
- Published: 23 May 2023
- Article: 99
-
Classification of imbalanced data using machine learning algorithms to predict the risk of renal graft failures in Ethiopia
Authors (first, second and last of 5)
- Getahun Mulugeta
- Temesgen Zewotir
- Mahteme Bekele Muleta
- Content type: Research
- Open Access
- Published: 22 May 2023
- Article: 98
-
Digital encounter decision aids linked to clinical practice guidelines: results from user testing SHARE-IT decision aids in primary care
Authors (first, second and last of 17)
- Pieter Van Bostraeten
- Bert Aertgeerts
- Mieke Vermandere
- Content type: Research
- Open Access
- Published: 22 May 2023
- Article: 97
-
An automated detection of epileptic seizures EEG using CNN classifier based on feature fusion with high accuracy
Authors (first, second and last of 7)
- Wenna Chen
- Yixing Wang
- Jinghua Li
- Content type: Research
- Open Access
- Published: 22 May 2023
- Article: 96
-
The tragic paradoxical effect of telemedicine on healthcare disparities- a time for redemption: a narrative review
Authors
- Motti Haimi
- Content type: Review
- Open Access
- Published: 16 May 2023
- Article: 95
-
FAIRness through automation: development of an automated medical data integration infrastructure for FAIR health data in a maximum care university hospital
Authors (first, second and last of 7)
- Marcel Parciak
- Markus Suhr
- Tibor Kesztyüs
- Content type: Database
- Open Access
- Published: 15 May 2023
- Article: 94