Issue 1/2025
Content (75 Articles)
Effect of short message service reminders in improving optimal antenatal care, skilled birth attendance and postnatal care in low-and middle-income countries: a systematic review and meta-analysis
- Open Access
- Research
Tesfahun Hailemariam, Asmamaw Atnafu, Lemma Derseh Gezie, Binyam Tilahun
Correction: Development and validation of a nomogram model for prolonged length of stay in spinal fusion patients: a retrospective analysis
- Open Access
- Correction
Linghong Wu, Xiaozhong Peng, Yao Lu, Cuiping Fu, Liujun She, Guangwei Zhu, Xianglong Zhuo, Wei Hu, Xiangtao Xie
Predicting Gestational Diabetes Mellitus in the first trimester using machine learning algorithms: a cross-sectional study at a hospital fertility health center in Iran
- Open Access
- Glucose Tolerance Test
- Research
Somayeh Kianian Bigdeli, Marjan Ghazisaedi, Seyed Mohammad Ayyoubzadeh, Sedigheh Hantoushzadeh, Marjan Ahmadi
Correction: Early warning score validation methodologies and performance metrics: a systematic review
- Open Access
- Correction
Andrew Hao Sen Fang, Wan Tin Lim, Tharmmambal Balakrishnan
External validation of AI-based scoring systems in the ICU: a systematic review and meta-analysis
- Open Access
- Systematic Review
Patrick Rockenschaub, Ela Marie Akay, Benjamin Gregory Carlisle, Adam Hilbert, Joshua Wendland, Falk Meyer-Eschenbach, Anatol-Fiete Näher, Dietmar Frey, Vince Istvan Madai
A hybrid CNN-Bi-LSTM model with feature fusion for accurate epilepsy seizure detection
- Open Access
- Electroencephalography
- Research
Xiaoshuai Cao, Shaojie Zheng, Jincan Zhang, Wenna Chen, Ganqin Du
Digital-based emergency prevention and control system: enhancing infection control in psychiatric hospitals
- Open Access
- Research
Mi Yang, Xiaojun Zhu, Fei Yan, Xincheng Huang, Zhixue Wu, Xin Jiang, Yan Huang, Zezhi Li
CT-based nomogram predicts esophageal gastric variceal bleeding in noncirrhotic portal hypertension caused by hepatic schistosomiasis
- Open Access
- Research
Wei Cheng, Ke-Ying Wang, Wen-Qiang Li, Yao Li, Xiao-Yan Li, Shuai Ju
Examining cancer patient preferences during three stages of decision making and family involvement: a multicenter survey study in China
- Open Access
- Research
Siyu Yan, Danqi Wang, Qiao Huang, Yongbo Wang, Manru Fan, Hongyang Xue, Linxin Yu, Yinghui Jin
Skin image analysis for detection and quantitative assessment of dermatitis, vitiligo and alopecia areata lesions: a systematic literature review
- Open Access
- Vitiligo
- Systematic Review
Athanasios Kallipolitis, Konstantinos Moutselos, Argyriοs Zafeiriou, Stelios Andreadis, Anastasia Matonaki, Thanos G. Stavropoulos, Ilias Maglogiannis
Developing and evaluating a gamified self-management application for inflammatory bowel disease using the ADDIE model and Sukr framework
- Open Access
- Chronic Inflammatory Bowel Disease
- Research
Narges Norouzkhani, Somaye Norouzi, Mahbobeh Faramarzi, Ali Bahari, Javad Shokri Shirvani, Saeid Eslami, Hamed Tabesh
Investigation of the causal relationship between patient portal utilization and patient’s self-care self-efficacy and satisfaction in care among patients with cancer
- Open Access
- Research
Jaeyoung Park, Shilin Guo, Muxuan Liang, Xiang Zhong
Prediction of urinary tract infection using machine learning methods: a study for finding the most-informative variables
- Open Access
- Urinary Tract Infection
- Research
Sajjad Farashi, Hossein Emad Momtaz
Explainable unsupervised anomaly detection for healthcare insurance data
- Open Access
- Research
Hannes De Meulemeester, Frank De Smet, Johan van Dorst, Elise Derroitte, Bart De Moor
Indirect determination of hemoglobin A2 reference intervals in Pakistani infants using data mining
- Open Access
- Thalassemia
- Research
Muhammad Shariq Shaikh, Sibtain Ahmed, Saba Farrukh, Shahnawaz Bayunus
An approach to boost adherence to self-data reporting in mHealth applications for users without specific health conditions
- Open Access
- Research
Maria Aguiar, Ander Cejudo, Gorka Epelde, Deisy Chaves, Maria Trujillo, Garazi Artola, Unai Ayala, Roberto Bilbao, Itziar Tueros
Human-centered design of a health recommender system for orthopaedic shoulder treatment
- Open Access
- Research
Akanksha Singh, Benjamin Schooley, John Mobley, Patrick Mobley, Sydney Lindros, John M. Brooks, Sarah B. Floyd
Predictive value of machine learning for the progression of gestational diabetes mellitus to type 2 diabetes: a systematic review and meta-analysis
- Open Access
- Type 2 Diabetes
- Research
Meng Zhao, Zhixin Yao, Yan Zhang, Lidan Ma, Wenquan Pang, Shuyin Ma, Yijun Xu, Lili Wei
Mortality and morbidity patterns in Yaoundé, Cameroon: an ICD-11 classification-based analysis
- Open Access
- Research
Georges Nguefack-Tsague, Fabrice Zobel Lekeumo Cheuyem, Boris Edmond Noah, Valérie Ndobo-Koe, Adidja Amani, Léa Melataguia Mekontchou, Marie Ntep Gweth, Annick Collins Mfoulou Minso Assala, Marie Nicole Ngoufack, Pierre René Binyom
Natural language processing to identify suicidal ideation and anhedonia in major depressive disorder
- Open Access
- Research
L. Alexander Vance, Leslie Way, Deepali Kulkarni, Emily O. C. Palmer, Abhijit Ghosh, Melissa Unruh, Kelly M. Y. Chan, Amey Girdhari, Joydeep Sarkar
%diag_test: a generic SAS macro for evaluating diagnostic accuracy measures for multiple diagnostic tests
- Open Access
- Research
Jacques K. Muthusi, Peter W. Young, Frankline O. Mboya, Samuel M. Mwalili
Correction: Which criteria are important in usability evaluation of mHealth applications: an umbrella review
- Open Access
- Correction
Zahra Galavi, Mahdieh Montazeri, Reza Khajouei
Identifying effective immune biomarkers in alopecia areata diagnosis based on machine learning methods
- Open Access
- Research
Qingde Zhou, Lan Lan, Wei Wang, Xinchang Xu
FHIR PIT: a geospatial and spatiotemporal data integration pipeline to support subject-level clinical research
- Open Access
- Bronchial Asthma
- Software
Karamarie Fecho, Juan J. Garcia, Hong Yi, Griffin Roupe, Ashok Krishnamurthy
Combining theory and usability testing to inform optimization and implementation of an online primary care depression management tool
- Open Access
- Research
Nicola McCleary, Justin Presseau, Isabelle Perkins, Brittany Mutsaers, Claire E. Kendall, Janet Yamada, Katharine Gillis, Douglas Green
A radiomics and deep learning nomogram developed and validated for predicting no-collapse survival in patients with osteonecrosis after multiple drilling
- Open Access
- Osteonecrosis of the Femoral Head
- Research
Fan Liu, De-bao Zhang, Shi-huan Cheng, Gui-shan Gu
Causal analysis for multivariate integrated clinical and environmental exposures data
- Open Access
- Asthma Attack
- Research
Meghamala Sinha, Perry Haaland, Ashok Krishnamurthy, Bo Lan, Stephen A. Ramsey, Patrick L. Schmitt, Priya Sharma, Hao Xu, Karamarie Fecho
Derivation and validation of a clinical predictive model for longer duration diarrhea among pediatric patients in Kenya using machine learning algorithms
- Open Access
- Diarrhea
- Research
Billy Ogwel, Vincent H. Mzazi, Alex O. Awuor, Caleb Okonji, Raphael O. Anyango, Caren Oreso, John B. Ochieng, Stephen Munga, Dilruba Nasrin, Kirkby D. Tickell, Patricia B. Pavlinac, Karen L. Kotloff, Richard Omore
Empowering personalized oncology: evolution of digital support and visualization tools for molecular tumor boards
- Open Access
- Research
Cosima Strantz, Dominik Böhm, Thomas Ganslandt, Melanie Börries, Patrick Metzger, Thomas Pauli, Andreas Blaumeiser, Alexander Scheiter, Ian-Christopher Jung, Jan Christoph, Iryna Manuilova, Konstantin Strauch, Arsenij Ustjanzew, Niklas Reimer, Hauke Busch, Philipp Unberath
Mitigating bias in AI mortality predictions for minority populations: a transfer learning approach
- Open Access
- Artificial Intelligence
- Research
Tianshu Gu, Wensen Pan, Jing Yu, Guang Ji, Xia Meng, Yongjun Wang, Minghui Li
Enhancing prehospital decision-making: exploring user needs and design considerations for clinical decision support systems
- Open Access
- Research
Enze Bai, Zhan Zhang, Yincao Xu, Xiao Luo, Kathleen Adelgais
Implementation of a Laboratory Information Management System (LIMS) for microbiology in Timor-Leste: challenges, mitigation strategies, and end-user experiences
- Open Access
- Non-Hodgkin Lymphoma
- Research
Tessa Oakley, Juliao Vaz, Fausto da Silva, Raikos Allan, Deonisia Almeida, Karen Champlin, Endang Soares da Silva, Ari Jayanti Tilman, Ian Marr, Heidi Smith-Vaughan, Jennifer Yan, Joshua R. Francis
Towards a decision support system for post bariatric hypoglycaemia: development of forecasting algorithms in unrestricted daily-life conditions
- Open Access
- Hypoglycemia
- Research
Francesco Prendin, Olivia Streicher, Giacomo Cappon, Eva Rolfes, David Herzig, Lia Bally, Andrea Facchinetti
Machine learning algorithms for predicting PTSD: a systematic review and meta-analysis
- Open Access
- Systematic Review
Masoumeh Vali, Hossein Motahari Nezhad, Levente Kovacs, Amir H Gandomi
Death risk prediction model for patients with non-traumatic intracerebral hemorrhage
- Open Access
- Intracerebral Hemorrhage
- Research
Yidan Chen, Xuhui Liu, Mingmin Yan, Yue Wan
Enhancing doctor-patient communication using large language models for pathology report interpretation
- Open Access
- Pathology
- Research
Xiongwen Yang, Yi Xiao, Di Liu, Yun Zhang, Huiyin Deng, Jian Huang, Huiyou Shi, Dan Liu, Maoli Liang, Xing Jin, Yongpan Sun, Jing Yao, XiaoJiang Zhou, Wankai Guo, Yang He, WeiJuan Tang, Chuan Xu
Determining the impact of mobile-based self-care applications on reducing anxiety in healthcare providers: a systematic review
- Open Access
- Systematic Review
Mohammad Mahdi Askarizadeh, Leila Gholamhosseini, Reza Khajouei, Saeedeh Homayee, Fatemeh Askarizadeh, Leila Ahmadian
The persian version of mhealth app usability questionnaire (MAUQ) for patients: a psychometric assessment study
- Open Access
- Osteoporosis
- Research
Khadijeh Moulaei, Fatemeh Dinari, Abbas Sheikhtaheri, Kambiz Bahaadinbeigy, Sadrieh Hajesmaeel-Gohari
Knowledge-point classification using simple LSTM-based and siamese-based networks for virtual patient simulation
- Open Access
- Research
Yih-Lon Lin, Yu-Min Chiang, Tsuen-Chiuan Tsai, Sheng-Gui Su
Feasibility of YOLOX computer model-based assessment of knee function compared with manual assessment for people with severe knee osteoarthritis
- Open Access
- Knee Osteoarthritis
- Research
Tao Yang, Jie Zhao, Ben Wang, Li Wang, Hengzhe Bao, Bing Li, Wen Luo, Huiwen Zhao, Jun Liu
Cough recognition in pneumoconiosis patients based on a flexible patch with an embedded ACC sensor for remote monitoring
- Open Access
- Cough
- Research
Jiawen Wang, Chunyan Min, Feng Yu, Kai Chen, Ling Mao
Insights into prescribing patterns for antidepressants: an evidence-based analysis
- Open Access
- Antidepressant Drugs
- Research
Hua Min, Farrokh Alemi
Correction to: A software tool for applying Bayes’ theorem in medical diagnostics
- Open Access
- Correction
Theodora Chatzimichail, Aristides T. Hatjimihail
Accuracy of artificial intelligence algorithms in predicting acute respiratory distress syndrome: a systematic review and meta-analysis
- Open Access
- Systematic Review
Yaxin Xiong, Yuan Gao, Yucheng Qi, Yingfei Zhi, Jia Xu, Kuo Wang, Qiuyue Yang, Changsong Wang, Mingyan Zhao, Xianglin Meng
Discovering patient groups in sequential electronic healthcare data using unsupervised representation learning
- Open Access
- Research
Jingteng Li, Kimberley R. Zakka, John Booth, Louise Rigny, Samiran Ray, Mario Cortina-Borja, Payam Barnaghi, Neil Sebire
Optimizing hypoglycaemia prediction in type 1 diabetes with Ensemble Machine Learning modeling
- Open Access
- Type 1 Diabetes
- Research
Daphne N. Katsarou, Eleni I. Georga, Maria A. Christou, Panagiota A. Christou, Stelios Tigas, Costas Papaloukas, Dimitrios I. Fotiadis
Exploring the assessment of post-cardiac valve surgery pulmonary complication risks through the integration of wearable continuous physiological and clinical data
- Open Access
- Heart Valve Surgery
- Research
Lixuan Li, Yuekong Hu, Zhicheng Yang, Zeruxin Luo, Jiachen Wang, Wenqing Wang, Xiaoli Liu, Yuqiang Wang, Yong Fan, Pengming Yu, Zhengbo Zhang
Towards unbiased skin cancer classification using deep feature fusion
- Open Access
- Skin Cancer
- Research
Ali Atshan Abdulredah, Mohammed A. Fadhel, Laith Alzubaidi, Ye Duan, Monji Kherallah, Faiza Charfi
Using a robust model to detect the association between anthropometric factors and T2DM: machine learning approaches
- Open Access
- Type 2 Diabetes
- Research
Nafiseh Hosseini, Hamid Tanzadehpanah, Amin Mansoori, Mostafa Sabzekar, Gordon A. Ferns, Habibollah Esmaily, Majid Ghayour-Mobarhan
Unlocking the link: predicting cardiovascular disease risk with a focus on airflow obstruction using machine learning
- Open Access
- Research
Xiyu Cao, Jianli Ma, Xiaoyi He, Yufei Liu, Yang Yang, Yaqi Wang, Chuantao Zhang
A machine learning-based model for predicting paroxysmal and persistent atrial fibrillation based on EHR
- Open Access
- Atrial Fibrillation
- Research
Yuqi Zhang, Sijin Li, Peibiao Mai, Yanqi Yang, Niansang Luo, Chao Tong, Kuan Zeng, Kun Zhang
Safety and accuracy of digitally supported primary and secondary urgent care telephone triage in England: an observational study using routine data
- Open Access
- Triage
- Research
Vanashree Sexton, Catherine Grimley, Jeremy Dale, Helen Atherton, Gary Abel
Accounting for racial bias and social determinants of health in a model of hypertension control
- Open Access
- Hypertension
- Research
Yang Hu, Nicholas Cordella, Rebecca G. Mishuris, Ioannis Ch. Paschalidis
Developing clinical prognostic models to predict graft survival after renal transplantation: comparison of statistical and machine learning models
- Open Access
- Research
Getahun Mulugeta, Temesgen Zewotir, Awoke Seyoum Tegegne, Mahteme Bekele Muleta, Leja Hamza Juhar
Decision experiences in joint replacement surgery for patients with haemophilic arthritis: A qualitative study
- Open Access
- Hemophilia
- Research
YaNan Kan, YunChun Bao, Fuying Ye
Sharing reliable information worldwide: healthcare strategies based on artificial intelligence need external validation. Position paper
- Open Access
- Artificial Intelligence
- Comment
F. Pennestrì, F. Cabitza, N. Picerno, G. Banfi
Examining inclusivity: the use of AI and diverse populations in health and social care: a systematic review
- Open Access
- Artificial Intelligence
- Systematic Review
John Gabriel O. Marko, Ciprian Daniel Neagu, P. B. Anand
Healthcare trajectories of aging individuals during their last year of life: application of process mining methods to administrative health databases
- Open Access
- Research
Delphine Bosson-Rieutort, Alexandra Langford-Avelar, Juliette Duc, Benjamin Dalmas
Digital health data security practices among health professionals in low-resource settings: cross-sectional study in Amhara Region, Ethiopia
- Open Access
- Digital Health
- Research
Ayenew Sisay Gebeyew, Wondwossen Zemene, Binyam Chaklu Tilahun, Nebyu Demeke Mengestie, Berhanu Fikade Endehabtu, Zegeye Regasa Wordofa, Mitiku Kassaw Takillo, Gedefaw Belete Ashagrie, Melaku Molla Sisay
Development of an artificial intelligence-based application for the diagnosis of sarcopenia: a retrospective cohort study using the health examination dataset
- Open Access
- Sarcopenia
- Research
Chang-Won Jeong, Dong-Wook Lim, Si-Hyeong Noh, Sung Hyun Lee, Chul Park
Patients’ and plastic surgeons’ experiences with an online patient decision aid for breast reconstruction: considerations for nationwide implementation
- Open Access
- Research
Jacqueline A. ter Stege, Ellen G. Engelhardt, Leonie A.E. Woerdeman, Hester S.A. Oldenburg, Jacobien M. Kieffer, Daniela E.E. Hahn, Frederieke H. van Duijnhoven, Martine A. van Huizum, Regina The, Klemens Karssen, Marianne Kuenen, Miranda A. Gerritsma, Quinten (PQ) Ruhe, Irene S. Krabbe-Timmerman, Martijne van’t Riet, Nikola (AN) Kimmings, Eveline M.L. Corten, Kerry A. Sherman, Arjen J. Witkamp, Eveline M.A. Bleiker
Improving stroke risk prediction by integrating XGBoost, optimized principal component analysis, and explainable artificial intelligence
- Open Access
- Artificial Intelligence
- Research
Lesia Mochurad, Viktoriia Babii, Yuliia Boliubash, Yulianna Mochurad
Causal machine learning models for predicting low birth weight in midwife-led continuity care intervention in North Shoa Zone, Ethiopia
- Open Access
- Chronic Myeloid Leukemia
- Research
Wudneh Ketema Moges, Awoke Seyoum Tegegne, Aweke A. Mitku, Esubalew Tesfahun, Solomon Hailemeskel
Tough choices: the experience of family members of critically ill patients participating in ECMO treatment decision-making: a descriptive qualitative study
- Open Access
- ECMO
- Research
Xiangying Yang, Yao Lin, Amao Tang, Xiaokang Zeng, Weiying Dai, Qian Zhang, Li Ning
Exploration of the optimal deep learning model for english-Japanese machine translation of medical device adverse event terminology
- Open Access
- Research
Ayako Yagahara, Masahito Uesugi, Hideto Yokoi
Bayesian learning-based agent negotiation model to support doctor-patient shared decision making
- Open Access
- Research
Xin Chen, Yong Liu, Fei-Ping Hong, Ping Lu, Jiang-Tao Lu, Kai-Biao Lin
Correction: Machine learning predicts pulmonary long Covid sequelae using clinical data
- Open Access
- Long-COVID Syndrome
- Correction
Ermanno Cordelli, Paolo Soda, Sara Citter, Elia Schiavon, Christian Salvatore, Deborah Fazzini, Greta Clementi, Michaela Cellina, Andrea Cozzi, Chandra Bortolotto, Lorenzo Preda, Luisa Francini, Matteo Tortora, Isabella Castiglioni, Sergio Papa, Diego Sona, Marco Alì
Development of minimum data set and electronic registry for hemodialysis patients management
- Open Access
- Research
Mahtab Karami, Ehsan Nabovati, Nasim Mirpanahi
Synthesis of the clinical utilities and issues of intraoperative imaging devices in clinical reports: a systematic review and thematic synthesis
- Open Access
- Peeling
- Research
Hiroyuki Suzuki, Yusuke Tsuboko, Manabu Tamura, Ken Masamune, Kiotaka Iwasaki
A novel method for assessing cycling movement status: an exploratory study integrating deep learning and signal processing technologies
- Open Access
- Research
Yingchun He, Yi-haw Jan, Fan Yang, Yunru Ma, Chun Pei
A novel method for screening malignant hematological diseases by constructing an optimal machine learning model based on blood cell parameters
- Open Access
- Artificial Intelligence
- Research
Dehua Sun, Wei Chen, Jun He, Yongjian He, Haoqin Jiang, Hong Jiang, Dandan Liu, Lu Li, Min Liu, Zhigang Mao, Chenxue Qu, Linlin Qu, Ziyong Sun, Jianbiao Wang, Wenjing Wu, Xuefeng Wang, Wei Xu, Ying Xing, Chi Zhang, Jingxian Zhang, Lei Zheng, Shihong Zhang, Bo Ye, Ming Guan
Classifying and fact-checking health-related information about COVID-19 on Twitter/X using machine learning and deep learning models
- Open Access
- COVID-19
- Research
Elham Sharifpoor, Maryam Okhovati, Mostafa Ghazizadeh-Ahsaee, Mina Avaz Beigi
Analytical validation of Exandra: a clinical decision support system for promoting guideline-directed therapy of type-2 diabetes in primary care – a collaborative study with experts from Diabetes Canada
- Open Access
- Research
Klaudia Grechuta, Pedram Shokouh, Valentina Bayer, Henrich Kraemer, Jeremy Gilbert, Susie Jin, Ahmad Alhussein
Haematology dimension reduction, a large scale application to regular care haematology data
- Open Access
- Research
Huibert-Jan Joosse, Chontira Chumsaeng-Reijers, Albert Huisman, Imo E. Hoefer, Wouter W. van Solinge, Saskia Haitjema, Bram van Es
Prediction of adverse pregnancy outcomes using machine learning techniques: evidence from analysis of electronic medical records data in Rwanda
- Open Access
- Research
Muzungu Hirwa Sylvain, Emmanuel Christian Nyabyenda, Melissa Uwase, Isaac Komezusenge, Fauste Ndikumana, Innocent Ngaruye